Most-cited articles · 2024

The 50 most-cited articles in Science, 2024

Ranked by OpenAlex citation count on 29 October 2026, out of 1,669 eligible articles Science published in 2024. Ranks are frozen; this page will not change. Number one, with 1,518 citations: Twenty years of microplastic pollution research—what have we learned?.

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1,669 articles
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2026-10-29

The most-cited articles published in Science in 2024 cluster around a few themes. Microplastic pollution research leads the list, with the review by Thompson, Courtene-Jones, Boucher and colleagues on twenty years of that field attracting 1518 citations. Perovskite solar cells also feature prominently, including work on inverted cells with dual-site-binding ligands (1412 citations) and on self-assembled monolayer hole transport layers. A third strong theme is artificial intelligence for biology and society, represented by RoseTTAFold All-Atom (977 citations), Evo (587 citations) and the analysis of large language models' labor market impact (831 citations).

For readers, the ranking offers a snapshot of which 2024 Science papers drew the most attention from citing researchers within the period covered by OpenAlex. It reflects citation activity rather than a judgment of quality, and the ordering may shift as further citations accumulate. The list can serve as a starting point for exploring the topics that shaped discussion in the scientific literature that year.

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  1. 1
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    Twenty years of microplastic pollution research—what have we learned?

    Richard Charles Thompson, Winnie Courtene‐Jones, Julien Boucher, Sabine Pahl, Karen Raubenheimer and 1 more

    1,518 citationsOpen accessdoi:10.1126/science.adl2746OpenAlex

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    Twenty years after the first publication that used the term microplastic, we review current understanding, refine definitions, and consider future prospects. Microplastics arise from multiple sources, including tires, textiles, cosmetics, paint, and the fragmentation of larger items. They are widely distributed throughout the natural environment, with evidence of harm at multiple levels of biological organization. They are pervasive in food and drink and have been detected throughout the human body, with emerging evidence of negative effects. Environmental contamination could double by 2040, and wide-scale harm has been predicted. Public concern is increasing, and diverse measures to address microplastic pollution are being considered in international negotiations. Clear evidence on the efficacy of potential solutions is now needed to address the issue and to minimize the risks of unintended consequences.

  2. 2
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    Improved charge extraction in inverted perovskite solar cells with dual-site-binding ligands

    Hao Chen, Cheng Liu, Jian Xu, Aidan Maxwell, Wei Zhou and 20 more

    1,412 citationsOpen access (CC-BY)doi:10.1126/science.adm9474OpenAlex

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    Inverted (pin) perovskite solar cells (PSCs) afford improved operating stability in comparison to their nip counterparts but have lagged in power conversion efficiency (PCE). The energetic losses responsible for this PCE deficit in pin PSCs occur primarily at the interfaces between the perovskite and the charge-transport layers. Additive and surface treatments that use passivating ligands usually bind to a single active binding site: This dense packing of electrically resistive passivants perpendicular to the surface may limit the fill factor in pin PSCs. We identified ligands that bind two neighboring lead(II) ion (Pb 2+ ) defect sites in a planar ligand orientation on the perovskite. We fabricated pin PSCs and report a certified quasi–steady state PCE of 26.15 and 24.74% for 0.05– and 1.04–square centimeter illuminated areas, respectively. The devices retain 95% of their initial PCE after 1200 hours of continuous 1 sun maximum power point operation at 65°C.

  3. 3
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    Generalized biomolecular modeling and design with RoseTTAFold All-Atom

    Rohith Krishna, Jue Wang, Woody Ahern, Pascal Sturmfels, Preetham Venkatesh and 17 more

    977 citationsOpen access (CC-BY)doi:10.1126/science.adl2528OpenAlex

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    Deep-learning methods have revolutionized protein structure prediction and design but are presently limited to protein-only systems. We describe RoseTTAFold All-Atom (RFAA), which combines a residue-based representation of amino acids and DNA bases with an atomic representation of all other groups to model assemblies that contain proteins, nucleic acids, small molecules, metals, and covalent modifications, given their sequences and chemical structures. By fine-tuning on denoising tasks, we developed RFdiffusion All-Atom (RFdiffusionAA), which builds protein structures around small molecules. Starting from random distributions of amino acid residues surrounding target small molecules, we designed and experimentally validated, through crystallography and binding measurements, proteins that bind the cardiac disease therapeutic digoxigenin, the enzymatic cofactor heme, and the light-harvesting molecule bilin.

  4. 4
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    GPTs are GPTs: Labor market impact potential of LLMs

    Tyna Eloundou, Sam Manning, Pamela Mishkin, Daniel Rock

    831 citationsdoi:10.1126/science.adj0998OpenAlex

    Show abstract

    Research is needed to estimate how jobs may be affected.

  5. 5
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    Reinforcing self-assembly of hole transport molecules for stable inverted perovskite solar cells

    Hongcai Tang, Zhichao Shen, Yangzi Shen, Ge Yan, Yanbo Wang and 2 more

    598 citationsdoi:10.1126/science.adj9602OpenAlex

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    Power conversion efficiencies (PCEs) of inverted perovskite solar cells (PSCs) have been improved by the use of a self-assembled monolayer (SAM) hole transport layer. Long-term stability of PSCs requires keeping the SAM compact under the perovskite layer during operation. We found that strong polar solvents in the perovskite precursor desorb the SAM if it is anchored on substrates by hydrogen-bonded, rather than covalently bonded, hydroxyl groups. We used atomic-layer deposition to create an indium tin oxide substrate with a fully covalent hydroxyl-covered surface for SAM anchoring, as well as a SAM with a trimethoxysilane group that exhibited strong tridentate anchoring to the substrate. The resulting PSCs achieved PCEs of 24.8 (certified 24.6) and 23.2% with aperture areas of 0.08 and 1.01 square centimeters, respectively. The devices retained 98.9 and 98.2% of the initial PCE after 1000 hours damp-heat test and operation in maximum power point tracking at 85°C for 1200 hours under standard illumination, respectively.

  6. 6
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    Sequence modeling and design from molecular to genome scale with Evo

    Eric Nguyen, Michael Poli, Matthew G. Durrant, Brian Kang, Dhruva Katrekar and 15 more

    587 citationsOpen access (CC-BY)doi:10.1126/science.ado9336OpenAlex

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    The genome is a sequence that completely encodes the DNA, RNA, and proteins that orchestrate the function of a whole organism. Advances in machine learning combined with massive datasets of whole genomes could enable a biological foundation model that accelerates the mechanistic understanding and generative design of complex molecular interactions. We report Evo, a genomic foundation model that enables prediction and generation tasks from the molecular to genome scale. Using an architecture based on advances in deep signal processing, we scale Evo to 7 billion parameters with a context length of 131 kilobases (kb) at single-nucleotide, byte resolution. Trained on whole prokaryotic genomes, Evo can generalize across the three fundamental modalities of the central dogma of molecular biology to perform zero-shot function prediction that is competitive with, or outperforms, leading domain-specific language models. Evo also excels at multi-element generation tasks, which we demonstrate by generating synthetic CRISPR-Cas molecular complexes and entire transposable systems for the first…

  7. 7
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    Climate change exacerbates the environmental impacts of agriculture

    Yi Yang, David G. Tilman, Zhenong Jin, Pete Smith, Christopher B. Barrett and 25 more

    562 citationsOpen access (CC-BY)doi:10.1126/science.adn3747OpenAlex

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    Agriculture's global environmental impacts are widely expected to continue expanding, driven by population and economic growth and dietary changes. This Review highlights climate change as an additional amplifier of agriculture's environmental impacts, by reducing agricultural productivity, reducing the efficacy of agrochemicals, increasing soil erosion, accelerating the growth and expanding the range of crop diseases and pests, and increasing land clearing. We identify multiple pathways through which climate change intensifies agricultural greenhouse gas emissions, creating a potentially powerful climate change-reinforcing feedback loop. The challenges raised by climate change underscore the urgent need to transition to sustainable, climate-resilient agricultural systems. This requires investments that both accelerate adoption of proven solutions that provide multiple benefits, and that discover and scale new beneficial processes and food products.

  8. 8
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    The changing nature of groundwater in the global water cycle

    Xingxing Kuang, Junguo Liu, Bridget R. Scanlon, Jiu Jimmy Jiao, Scott Jasechko and 12 more

    529 citationsOpen access (CC-BY-NC-ND)doi:10.1126/science.adf0630OpenAlex

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    In recent decades, climate change and other anthropogenic activities have substantially affected groundwater systems worldwide. These impacts include changes in groundwater recharge, discharge, flow, storage, and distribution. Climate-induced shifts are evident in altered recharge rates, greater groundwater contribution to streamflow in glacierized catchments, and enhanced groundwater flow in permafrost areas. Direct anthropogenic changes include groundwater withdrawal and injection, regional flow regime modification, water table and storage alterations, and redistribution of embedded groundwater in foods globally. Notably, groundwater extraction contributes to sea level rise, increasing the risk of groundwater inundation in coastal areas. The role of groundwater in the global water cycle is becoming more dynamic and complex. Quantifying these changes is essential to ensure sustainable supply of fresh groundwater resources for people and ecosystems.

  9. 9
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    Water-hydroxide trapping in cobalt tungstate for proton exchange membrane water electrolysis

    Ranit Ram, Lu Xia, H. Benzidi, Anku Guha, Viktoria Golovanova and 14 more

    500 citationsOpen access (OTHER-OA)doi:10.1126/science.adk9849OpenAlex

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    The oxygen evolution reaction is the bottleneck to energy-efficient water-based electrolysis for the production of hydrogen and other solar fuels. In proton exchange membrane water electrolysis (PEMWE), precious metals have generally been necessary for the stable catalysis of this reaction. In this work, we report that delamination of cobalt tungstate enables high activity and durability through the stabilization of oxide and water-hydroxide networks of the lattice defects in acid. The resulting catalysts achieve lower overpotentials, a current density of 1.8 amperes per square centimeter at 2 volts, and stable operation up to 1 ampere per square centimeter in a PEMWE system at industrial conditions (80°C) at 1.77 volts; a threefold improvement in activity; and stable operation at 1 ampere per square centimeter over the course of 600 hours.

  10. 10
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    Atomically dispersed hexavalent iridium oxide from MnO 2 reduction for oxygen evolution catalysis

    Ailong Li, Shuang Kong, Kiyohiro Adachi, Hideshi Ooka, Kazuna Fushimi and 10 more

    471 citationsdoi:10.1126/science.adg5193OpenAlex

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    Hexavalent iridium (Ir VI ) oxide is predicted to be more active and stable than any other iridium oxide for the oxygen evolution reaction in acid; however, its experimental realization remains challenging. In this work, we report the synthesis, characterization, and application of atomically dispersed Ir VI oxide (Ir VI - ado ) for proton exchange membrane (PEM) water electrolysis. The Ir VI - ado was synthesized by oxidatively substituting the ligands of potassium hexachloroiridate(IV) (K 2 IrCl 6 ) with manganese oxide (MnO 2 ). The mass-specific activity (1.7 × 10 5 amperes per gram of iridium) and turnover number (1.5 × 10 8 ) exceeded those of benchmark iridium oxides, and in situ x-ray analysis during PEM operations manifested the durability of Ir VI at current densities up to 2.3 amperes per square centimeter. The high activity and stability of Ir VI - ado showcase its promise as an anode material for PEM electrolysis.

  11. 11
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    Ultrahigh energy storage in high-entropy ceramic capacitors with polymorphic relaxor phase

    Min Zhang, Shun Lan, Bing B. Yang, Hao Pan, Yi Q. Liu and 12 more

    466 citationsdoi:10.1126/science.adl2931OpenAlex

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    Ultrahigh–power-density multilayer ceramic capacitors (MLCCs) are critical components in electrical and electronic systems. However, the realization of a high energy density combined with a high efficiency is a major challenge for practical applications. We propose a high-entropy design in barium titanate (BaTiO 3 )–based lead-free MLCCs with polymorphic relaxor phase. This strategy effectively minimizes hysteresis loss by lowering the domain-switching barriers and enhances the breakdown strength by the high atomic disorder with lattice distortion and grain refining. Benefiting from the synergistic effects, we achieved a high energy density of 20.8 joules per cubic centimeter with an ultrahigh efficiency of 97.5% in the MLCCs. This approach should be universally applicable to designing high-performance dielectrics for energy storage and other related functionalities.

  12. 12
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    Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program

    Anurag Verma, Jennifer E. Huffman, Alex A Rodriguez, Mitchell Conery, Molei Liu and 25 more

    460 citationsOpen access (CC-BY)doi:10.1126/science.adj1182OpenAlex

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    Abstract Genome-wide association studies (GWAS) have underrepresented individuals from non-European populations, impeding progress in characterizing the genetic architecture and consequences of health and disease traits. To address this, we present a population-stratified phenome-wide GWAS followed by a multi-population meta-analysis for 2,068 traits derived from electronic health records of 635,969 participants in the Million Veteran Program (MVP), a longitudinal cohort study of diverse U.S. Veterans genetically similar to the respective African (121,177), Admixed American (59,048), East Asian (6,702), and European (449,042) superpopulations defined by the 1000 Genomes Project. We identified 38,270 independent variants associating with one or more traits at experiment-wide (P < 4.6x10 -11 ) significance; fine-mapping 6,318 signals identified from 613 traits to single-variant resolution. Among these, a third (2,069) of the associations were found only among participants genetically similar to non-European reference populations, demonstrating the importance of expanding diversity in…

  13. 13
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    Pathways toward commercial perovskite/silicon tandem photovoltaics

    Erkan Aydın, Thomas G. Allen, Michele De Bastiani, Arsalan Razzaq, Lujia Xu and 3 more

    444 citationsdoi:10.1126/science.adh3849OpenAlex

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    Perovskite/silicon tandem solar cells offer a promising route to increase the power conversion efficiency of crystalline silicon (c-Si) solar cells beyond the theoretical single-junction limitations at an affordable cost. In the past decade, progress has been made toward the fabrication of highly efficient laboratory-scale tandems through a range of vacuum- and solution-based perovskite processing technologies onto various types of c-Si bottom cells. However, to become a commercial reality, the transition from laboratory to industrial fabrication will require appropriate, scalable input materials and manufacturing processes. In addition, perovskite/silicon tandem research needs to increasingly focus on stability, reliability, throughput of cell production and characterization, cell-to-module integration, and accurate field-performance prediction and evaluation. This Review discusses these aspects in view of contemporary solar cell manufacturing, offers insights into the possible pathways toward commercial perovskite/silicon tandem photovoltaics, and highlights research opportunities…

  14. 14
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    Structural disorder determines capacitance in nanoporous carbons

    Xinyu Liu, Dongxun Lyu, Céline Merlet, Matthew J. A. Leesmith, Xiao Hua and 3 more

    434 citationsOpen access (CC-BY)doi:10.1126/science.adn6242OpenAlex

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    The difficulty in characterizing the complex structures of nanoporous carbon electrodes has led to a lack of clear design principles with which to improve supercapacitors. Pore size has long been considered the main lever to improve capacitance. However, our evaluation of a large series of commercial nanoporous carbons finds a lack of correlation between pore size and capacitance. Instead, nuclear magnetic resonance spectroscopy measurements and simulations reveal a strong correlation between structural disorder in the electrodes and capacitance. More disordered carbons with smaller graphene-like domains show higher capacitances owing to the more efficient storage of ions in their nanopores. Our findings suggest ways to understand and exploit disorder to achieve highly energy-dense supercapacitors.

  15. 15
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    Nature of metal-support interaction for metal catalysts on oxide supports

    Tairan Wang, Jianyu Hu, Runhai Ouyang, Y. Wang, Yi Huang and 2 more

    428 citationsdoi:10.1126/science.adp6034OpenAlex

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    The metal-support interaction is one of the most important pillars in heterogeneous catalysis, but developing a fundamental theory has been challenging because of the intricate interfaces. Based on experimental ‎data, interpretable machine learning, theoretical derivation, and first-principles simulations, we established a ‎general theory of metal-oxide interactions grounded in ‎metal-metal and metal-oxygen interactions. The theory applies to metal nanoparticles and atoms on oxide supports and oxide films on metal supports. We found that for late-transition metal catalysts, metal-metal interactions dominated the oxide support effects and suboxide encapsulation over metal nanoparticles. A principle of strong metal-metal interactions for encapsulation occurrence is formulated and substantiated by extensive ‎experiments including 10 metals and 16 ‎oxides. The valuable insights revealed on (strong) metal-support interaction advance the interfacial design of supported metal catalysts.

  16. 16
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    A three-dimensionally architected electronic skin mimicking human mechanosensation

    Zhi Yong Liu, Xiaonan Hu, Renheng Bo, Youzhou Yang, Xu Cheng and 7 more

    419 citationsdoi:10.1126/science.adk5556OpenAlex

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    Human skin sensing of mechanical stimuli originates from transduction of mechanoreceptors that converts external forces into electrical signals. Although imitating the spatial distribution of those mechanoreceptors can enable developments of electronic skins capable of decoupled sensing of normal/shear forces and strains, it remains elusive. We report a three-dimensionally (3D) architected electronic skin (denoted as 3DAE-Skin) with force and strain sensing components arranged in a 3D layout that mimics that of Merkel cells and Ruffini endings in human skin. This 3DAE-Skin shows excellent decoupled sensing performances of normal force, shear force, and strain and enables development of a tactile system for simultaneous modulus/curvature measurements of an object through touch. Demonstrations include rapid modulus measurements of fruits, bread, and cake with various shapes and degrees of freshness.

  17. 17
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    Persistent complement dysregulation with signs of thromboinflammation in active Long Covid

    Carlo Cervia, Sarah C. Brüningk, Tobias Hoch, Bowen Fan, Giulia Muzio and 23 more

    414 citationsOpen access (CC-BY)doi:10.1126/science.adg7942OpenAlex

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    Long Covid is a debilitating condition of unknown etiology. We performed multimodal proteomics analyses of blood serum from COVID-19 patients followed up to 12 months after confirmed severe acute respiratory syndrome coronavirus 2 infection. Analysis of >6500 proteins in 268 longitudinal samples revealed dysregulated activation of the complement system, an innate immune protection and homeostasis mechanism, in individuals experiencing Long Covid. Thus, active Long Covid was characterized by terminal complement system dysregulation and ongoing activation of the alternative and classical complement pathways, the latter associated with increased antibody titers against several herpesviruses possibly stimulating this pathway. Moreover, markers of hemolysis, tissue injury, platelet activation, and monocyte-platelet aggregates were increased in Long Covid. Machine learning confirmed complement and thromboinflammatory proteins as top biomarkers, warranting diagnostic and therapeutic interrogation of these systems.

  18. 18
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    Near-unity NIR phosphorescent quantum yield from a room-temperature solvated metal nanocluster

    Wan-Qi Shi, Linlin Zeng, Ruilin He, Xu-Shuang Han, Zong‐Jie Guan and 2 more

    402 citationsdoi:10.1126/science.adk6628OpenAlex

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    Metal nanoclusters have emerged as promising near-infrared (NIR)–emissive materials, but their room-temperature photoluminescence quantum yield (PLQY), especially in solution, is often low (<10%). We studied the photophysics of Au 22 ( t BuPhC≡C) 18 (Au 22 ) and its alloy counterpart Au 16 Cu 6 ( t BuPhC≡C) 18 (Au 16 Cu 6 ) (where t Bu is tert -butyl and Ph is phenyl) and found that copper (Cu) doping suppressed the nonradiative decay (~60-fold less) and promoted intersystem crossing rate (~300-fold higher). The Au 16 Cu 6 nanocluster exhibited >99% PLQY in deaerated solution at room temperature with an emission maximum at 720 nanometers tailing to 950 nanometers and 61% PLQY in the oxygen-saturated solution. The approach to achieve near-unity PLQY could enable the development of highly emissive metal cluster materials.

  19. 19
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    Amidination of ligands for chemical and field-effect passivation stabilizes perovskite solar cells

    Yi Yang, Hao Chen, Cheng Liu, Jian Xu, Chuying Huang and 15 more

    399 citationsdoi:10.1126/science.adr2091OpenAlex

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    Surface passivation has driven the rapid increase in the power conversion efficiency (PCE) of perovskite solar cells (PSCs). However, state-of-the-art surface passivation techniques rely on ammonium ligands that suffer deprotonation under light and thermal stress. We developed a library of amidinium ligands, of interest for their resonance effect-enhanced N-H bonds that may resist deprotonation, to increase the thermal stability of passivation layers on perovskite surfaces. This strategy resulted in a >10-fold reduction in the ligand deprotonation equilibrium constant and a twofold increase in the maintenance of photoluminescence quantum yield after aging at 85°C under illumination in air. Implementing this approach, we achieved a certified quasi-steady-state PCE of 26.3% for inverted PSCs; and we report retention of ≥90% PCE after 1100 hours of continuous 1-sun maximum power point operation at 85°C.

  20. 20
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    Deterministic reprogramming of neutrophils within tumors

    Melissa Shu Feng Ng, Immanuel Kwok, Leonard Tan, Chuyan Shi, Daniela Cerezo‐Wallis and 25 more

    394 citationsOpen access (OTHER-OA)doi:10.1126/science.adf6493OpenAlex

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    Neutrophils are increasingly recognized as key players in the tumor immune response and are associated with poor clinical outcomes. Despite recent advances characterizing the diversity of neutrophil states in cancer, common trajectories and mechanisms governing the ontogeny and relationship between these neutrophil states remain undefined. Here, we demonstrate that immature and mature neutrophils that enter tumors undergo irreversible epigenetic, transcriptional, and proteomic modifications to converge into a distinct, terminally differentiated dcTRAIL-R1 + state. Reprogrammed dcTRAIL-R1 + neutrophils predominantly localize to a glycolytic and hypoxic niche at the tumor core and exert pro-angiogenic function that favors tumor growth. We found similar trajectories in neutrophils across multiple tumor types and in humans, suggesting that targeting this program may provide a means of enhancing certain cancer immunotherapies.

  21. 21
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    A petavoxel fragment of human cerebral cortex reconstructed at nanoscale resolution

    Alexander Shapson-Coe, Michał Januszewski, Daniel Raimund Berger, Art Pope, Yuelong Wu and 25 more

    358 citationsOpen accessdoi:10.1126/science.adk4858OpenAlex

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    To fully understand how the human brain works, knowledge of its structure at high resolution is needed. Presented here is a computationally intensive reconstruction of the ultrastructure of a cubic millimeter of human temporal cortex that was surgically removed to gain access to an underlying epileptic focus. It contains about 57,000 cells, about 230 millimeters of blood vessels, and about 150 million synapses and comprises 1.4 petabytes. Our analysis showed that glia outnumber neurons 2:1, oligodendrocytes were the most common cell, deep layer excitatory neurons could be classified on the basis of dendritic orientation, and among thousands of weak connections to each neuron, there exist rare powerful axonal inputs of up to 50 synapses. Further studies using this resource may bring valuable insights into the mysteries of the human brain.

  22. 22
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    Durably reducing conspiracy beliefs through dialogues with AI

    Thomas H. Costello, Gordon Pennycook, David Gertler Rand

    353 citationsdoi:10.1126/science.adq1814OpenAlex

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    Conspiracy theory beliefs are notoriously persistent. Influential hypotheses propose that they fulfill important psychological needs, thus resisting counterevidence. Yet previous failures in correcting conspiracy beliefs may be due to counterevidence being insufficiently compelling and tailored. To evaluate this possibility, we leveraged developments in generative artificial intelligence and engaged 2190 conspiracy believers in personalized evidence-based dialogues with GPT-4 Turbo. The intervention reduced conspiracy belief by ~20%. The effect remained 2 months later, generalized across a wide range of conspiracy theories, and occurred even among participants with deeply entrenched beliefs. Although the dialogues focused on a single conspiracy, they nonetheless diminished belief in unrelated conspiracies and shifted conspiracy-related behavioral intentions. These findings suggest that many conspiracy theory believers can revise their views if presented with sufficiently compelling evidence.

  23. 23
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    Managing extreme AI risks amid rapid progress

    Yoshua Bengio, Geoffrey E. Hinton, Andrew Chi-Chih Yao, Dawn Xiaodong Song, Pieter Abbeel and 20 more

    348 citationsOpen access (CC-BY)doi:10.1126/science.adn0117OpenAlex

    Show abstract

    Preparation requires technical research and development, as well as adaptive, proactive governance.

  24. 24
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    A photoluminescent hydrogen-bonded biomass aerogel for sustainable radiative cooling

    Jiaxuan Ma, Fu‐Rong Zeng, Xin‐Cen Lin, Yanqin Wang, Yi-Heng Ma and 5 more

    343 citationsdoi:10.1126/science.adn5694OpenAlex

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    Passive radiant cooling is a potentially sustainable thermal management strategy amid escalating global climate change. However, petrochemical-derived cooling materials often face efficiency challenges owing to the absorption of sunlight. We present an intrinsic photoluminescent biomass aerogel, which has a visible light reflectance exceeding 100%, that yields a large cooling effect. We discovered that DNA and gelatin aggregation into an ordered layered aerogel achieves a solar-weighted reflectance of 104.0% in visible light regions through fluorescence and phosphorescence. The cooling effect can reduce ambient temperatures by 16.0°C under high solar irradiance. In addition, the aerogel, efficiently produced at scale through water-welding, displays high reparability, recyclability, and biodegradability, completing an environmentally conscious life cycle. This biomass photoluminescence material is another tool for designing next-generation sustainable cooling materials.

  25. 25
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    Spectrally engineered textile for radiative cooling against urban heat islands

    Ronghui Wu, Chenxi Sui, Ting‐Hsuan Chen, Zirui Zhou, Qizhang Li and 7 more

    339 citationsdoi:10.1126/science.adl0653OpenAlex

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    Radiative cooling textiles hold promise for achieving personal thermal comfort under increasing global temperature. However, urban areas have heat island effects that largely diminish the effectiveness of cooling textiles as wearable fabrics because they absorb emitted radiation from the ground and nearby buildings. We developed a mid-infrared spectrally selective hierarchical fabric (SSHF) with emissivity greatly dominant in the atmospheric transmission window through molecular design, minimizing the net heat gain from the surroundings. The SSHF features a high solar spectrum reflectivity of 0.97 owing to strong Mie scattering from the nano-micro hybrid fibrous structure. The SSHF is 2.3°C cooler than a solar-reflecting broadband emitter when placed vertically in simulated outdoor urban scenarios during the day and also has excellent wearable properties.

  26. 26
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    Homogeneous crystallization and buried interface passivation for perovskite tandem solar modules

    Han Gao, Ke Xiao, Renxing Lin, Siyang Zhao, Wenliang Wang and 16 more

    336 citationsdoi:10.1126/science.adj6088OpenAlex

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    Scalable fabrication of all-perovskite tandem solar cells is challenging because the narrow-bandgap subcells made of mixed lead-tin (Pb-Sn) perovskite films suffer from nonuniform crystallization and inferior buried perovskite interfaces. We used a dopant from Good's list of biochemical buffers, aminoacetamide hydrochloride, to homogenize perovskite crystallization and used it to extend the processing window for blade-coating Pb-Sn perovskite films and to selectively passivate defects at the buried perovskite interface. The resulting all-perovskite tandem solar module exhibited a certified power conversion efficiency of 24.5% with an aperture area of 20.25 square centimeters.

  27. 27
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    Pathways to reduce global plastic waste mismanagement and greenhouse gas emissions by 2050

    A S Pottinger, Roland Geyer, Nivedita Biyani, Ciera C Martinez, Neil Nathan and 7 more

    333 citationsdoi:10.1126/science.adr3837OpenAlex

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    Plastic production and plastic pollution have a negative effect on our environment, environmental justice, and climate change. Using detailed global and regional plastics datasets coupled with socioeconomic data, we employ machine learning to predict that, without intervention, annual mismanaged plastic waste will nearly double to 121 million metric tonnes (Mt) [100 to 139 Mt 95% confidence interval] by 2050. Annual greenhouse gas emissions from the plastic system are projected to grow by 37% to 3.35 billion tonnes CO 2 equivalent (3.09 to 3.54) over the same period. The United Nations plastic pollution treaty presents an opportunity to reshape these outcomes. We simulate eight candidate treaty policies and find that just four could together reduce mismanaged plastic waste by 91% (86 to 98%) and gross plastic–related greenhouse gas emissions by one-third.

  28. 28
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    Climate policies that achieved major emission reductions: Global evidence from two decades

    Annika Stechemesser, Nicolas Koch, Ebba Mark, Elina Dilger, Patrick Klösel and 7 more

    331 citationsdoi:10.1126/science.adl6547OpenAlex

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    Meeting the Paris Agreement’s climate targets necessitates better knowledge about which climate policies work in reducing emissions at the necessary scale. We provide a global, systematic ex post evaluation to identify policy combinations that have led to large emission reductions out of 1500 climate policies implemented between 1998 and 2022 across 41 countries from six continents. Our approach integrates a comprehensive climate policy database with a machine learning–based extension of the common difference-in-differences approach. We identified 63 successful policy interventions with total emission reductions between 0.6 billion and 1.8 billion metric tonnes CO 2 . Our insights on effective but rarely studied policy combinations highlight the important role of price-based instruments in well-designed policy mixes and the policy efforts necessary for closing the emissions gap.

  29. 29
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    Insulating electromagnetic-shielding silicone compound enables direct potting electronics

    Xinfeng Zhou, Peng Min, Yue Liu, Meng Jin, Zhong‐Zhen Yu and 1 more

    325 citationsdoi:10.1126/science.adp6581OpenAlex

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    Traditional electromagnetic interference-shielding materials are predominantly electrically conductive, posing short-circuit risks when applied in highly integrated electronics. To overcome this dilemma, we propose a microcapacitor-structure model comprising conductive fillers as polar plates and intermediate polymer as a dielectric layer to develop insulating electromagnetic interference-shielding polymer composites. The electron oscillation in plates and dipole polarization in dielectric layers contribute to the reflection and absorption of electromagnetic waves. Guided by this, the synergistic nonpercolation densification and dielectric enhancement enable our composite to combine high resistivity, shielding performance, and thermal conductivity. Its insulating feature allows for direct potting into the crevices among assembled components to address electromagnetic compatibility and heat-accumulation issues.

  30. 30
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    Fast growth of single-crystal covalent organic frameworks for laboratory x-ray diffraction

    Jing Han, Jie Feng, Jia Kang, Jie-Min Chen, X. Du and 3 more

    324 citationsdoi:10.1126/science.adk8680OpenAlex

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    The imine-exchange strategy makes single-crystal growth of covalent organic frameworks (COFs) with large size (>15 microns) possible but is a time-consuming process (15 to 80 days) that has had limited success (six examples) and restricts structural characterization to synchrotron-radiation sources for x-ray diffraction studies. We developed a CF 3 COOH/CF 3 CH 2 NH 2 protocol to harvest single-crystal COFs within 1 to 2 days with crystal sizes of up to 150 microns. The generality was exemplified by the feasible growth of 16 high-quality single-crystal COFs that were structurally determined by laboratory single-crystal x-ray diffraction with resolutions of up to 0.79 angstroms. The structures obtained included uncommon interpenetration of networks, and the details of the structural evolution of conformational isomers and host-guest interaction could be determined at the atomic level.

  31. 31
    top 1.9%

    Global trends and scenarios for terrestrial biodiversity and ecosystem services from 1900 to 2050

    Henrique M. Pereira, Inês Santos Martins, Isabel M.D. Rosa, Hyejin Kim, Paul Leadley and 25 more

    316 citationsOpen access (OTHER-OA)doi:10.1126/science.adn3441OpenAlex

    Show abstract

    Based on an extensive model intercomparison, we assessed trends in biodiversity and ecosystem services from historical reconstructions and future scenarios of land-use and climate change. During the 20th century, biodiversity declined globally by 2 to 11%, as estimated by a range of indicators. Provisioning ecosystem services increased several fold, and regulating services decreased moderately. Going forward, policies toward sustainability have the potential to slow biodiversity loss resulting from land-use change and the demand for provisioning services while reducing or reversing declines in regulating services. However, negative impacts on biodiversity due to climate change appear poised to increase, particularly in the higher-emissions scenarios. Our assessment identifies remaining modeling uncertainties but also robustly shows that renewed policy efforts are needed to meet the goals of the Convention on Biological Diversity.

  32. 32
    top 2%

    Pseudo-nanostructure and trapped-hole release induce high thermoelectric performance in PbTe

    Baohai Jia, Di Wu, Lin Hua Xie, Wu Wang, Yu Tian and 7 more

    315 citationsdoi:10.1126/science.adj8175OpenAlex

    Show abstract

    Thermoelectric materials can realize direct and mutual conversion between electricity and heat. However, developing a strategy to improve high thermoelectric performance is challenging because of strongly entangled electrical and thermal transport properties. We demonstrate a case in which both pseudo-nanostructures of vacancy clusters and dynamic charge-carrier regulation of trapped-hole release have been achieved in p-type lead telluride–based materials, enabling the simultaneous regulations of phonon and charge carrier transports. We realized a peak zT value up to 2.8 at 850 kelvin and an average zT value of 1.65 at 300 to 850 kelvin. We also achieved an energy conversion efficiency of ~15.5% at a temperature difference of 554 kelvin in a segmented module. Our demonstration shows promise for mid-temperature thermoelectrics across a range of different applications.

  33. 33
    top 2%

    Large-scale photonic chiplet Taichi empowers 160-TOPS/W artificial general intelligence

    Zhihao Xu, Tiankuang Zhou, Muzhou Ma, Chenchen Deng, Qionghai Dai and 1 more

    312 citationsdoi:10.1126/science.adl1203OpenAlex

    Show abstract

    The pursuit of artificial general intelligence (AGI) continuously demands higher computing performance. Despite the superior processing speed and efficiency of integrated photonic circuits, their capacity and scalability are restricted by unavoidable errors, such that only simple tasks and shallow models are realized. To support modern AGIs, we designed Taichi-large-scale photonic chiplets based on an integrated diffractive-interference hybrid design and a general distributed computing architecture that has millions-of-neurons capability with 160-tera-operations per second per watt (TOPS/W) energy efficiency. Taichi experimentally achieved on-chip 1000-category-level classification (testing at 91.89% accuracy in the 1623-category Omniglot dataset) and high-fidelity artificial intelligence-generated content with up to two orders of magnitude of improvement in efficiency. Taichi paves the way for large-scale photonic computing and advanced tasks, further exploiting the flexibility and potential of photonics for modern AGI.

  34. 34
    top 2.1%

    Automated self-optimization, intensification, and scale-up of photocatalysis in flow

    Aidan Slattery, Zhenghui Wen, Pauline Tenblad, Jesús Sanjosé‐Orduna, Diego Pintossi and 2 more

    312 citationsOpen access (OTHER-OA)doi:10.1126/science.adj1817OpenAlex

    Show abstract

    The optimization, intensification, and scale-up of photochemical processes constitute a particular challenge in a manufacturing environment geared primarily toward thermal chemistry. In this work, we present a versatile flow-based robotic platform to address these challenges through the integration of readily available hardware and custom software. Our open-source platform combines a liquid handler, syringe pumps, a tunable continuous-flow photoreactor, inexpensive Internet of Things devices, and an in-line benchtop nuclear magnetic resonance spectrometer to enable automated, data-rich optimization with a closed-loop Bayesian optimization strategy. A user-friendly graphical interface allows chemists without programming or machine learning expertise to easily monitor, analyze, and improve photocatalytic reactions with respect to both continuous and discrete variables. The system's effectiveness was demonstrated by increasing overall reaction yields and improving space-time yields compared with those of previously reported processes.

  35. 35
    top 2.1%

    Stable anchoring of single rhodium atoms by indium in zeolite alkane dehydrogenation catalysts

    Lei Zeng, Kang Cheng, Fanfei Sun, Qiyuan Fan, Laiyang Li and 13 more

    311 citationsdoi:10.1126/science.adk5195OpenAlex

    Show abstract

    Maintaining the stability of single-atom catalysts in high-temperature reactions remains extremely challenging because of the migration of metal atoms under these conditions. We present a strategy for designing stable single-atom catalysts by harnessing a second metal to anchor the noble metal atom inside zeolite channels. A single-atom rhodium-indium cluster catalyst is formed inside zeolite silicalite-1 through in situ migration of indium during alkane dehydrogenation. This catalyst demonstrates exceptional stability against coke formation for 5500 hours in continuous pure propane dehydrogenation with 99% propylene selectivity and propane conversions close to the thermodynamic equilibrium value at 550°C. Our catalyst also operated stably at 600°C, offering propane conversions of >60% and propylene selectivity of >95%.

  36. 36
    top 2.2%

    Aqueous synthesis of perovskite precursors for highly efficient perovskite solar cells

    Peide Zhu, Deng Wang, Yong Zhang, Zheng Liang, Jingbai Li and 13 more

    309 citationsdoi:10.1126/science.adj7081OpenAlex

    Show abstract

    High-purity precursor materials are vital for high-efficiency perovskite solar cells (PSCs) to reduce defect density caused by impurities in perovskite. In this study, we present aqueous synthesized perovskite microcrystals as precursor materials for PSCs. Our approach enables kilogram-scale mass production and synthesizes formamidinium lead iodide (FAPbI 3 ) microcrystals with up to 99.996% purity, with an average value of 99.994 ± 0.0015%, from inexpensive, low-purity raw materials. The reduction in calcium ions, which made up the largest impurity in the aqueous solution, led to the greatest reduction in carrier trap states, and its deliberate introduction was shown to decrease device performance. With these purified precursors, we achieved a power conversion efficiency (PCE) of 25.6% (25.3% certified) in inverted PSCs and retained 94% of the initial PCE after 1000 hours of continuous simulated solar illumination at 50°C.

  37. 37
    top 2.3%

    Decoupling the air sensitivity of Na-layered oxides

    Yang Yang, Zaifa Wang, Congcong Du, Bowen Wang, Xinyan Li and 18 more

    307 citationsdoi:10.1126/science.adm9223OpenAlex

    Show abstract

    Air sensitivity remains a substantial barrier to the commercialization of sodium (Na)-layered oxides (NLOs). This problem has puzzled the community for decades because of the complexity of interactions between air components and their impact on both bulk and surfaces of NLOs. We show here that water vapor plays a pivotal role in initiating destructive acid and oxidative degradations of NLOs only when coupled with carbon dioxide or oxygen, respectively. Quantification analysis revealed that reducing the defined cation competition coefficient (η), which integrates the effects of ionic potential and sodium content, and increasing the particle size can enhance the resistance to acid attack, whereas using high-potential redox couples can eliminate oxidative degradation. These findings elucidate the underlying air deterioration mechanisms and rationalize the design of air-stable NLOs.

  38. 38
    top 2.3%

    Strong-bonding hole-transport layers reduce ultraviolet degradation of perovskite solar cells

    Chengbin Fei, Anastasia Kuvayskaya, Xiaoqiang Shi, Mengru Wang, Zhifang Shi and 19 more

    294 citationsOpen accessdoi:10.1126/science.adi4531OpenAlex

    Show abstract

    The light-emitting diodes (LEDs) used in indoor testing of perovskite solar cells do not expose them to the levels of ultraviolet (UV) radiation that they would receive in actual outdoor use. We report degradation mechanisms of p-i-n-structured perovskite solar cells under unfiltered sunlight and with LEDs. Weak chemical bonding between perovskites and polymer hole-transporting materials (HTMs) and transparent conducting oxides (TCOs) dominate the accelerated A-site cation migration, rather than direct degradation of HTMs. An aromatic phosphonic acid, [2-(9-ethyl-9H-carbazol-3-yl)ethyl]phosphonic acid (EtCz3EPA), enhanced bonding at the perovskite/HTM/TCO region with a phosphonic acid group bonded to TCOs and a nitrogen group interacting with lead in perovskites. A hybrid HTM of EtCz3EPA with strong hole-extraction polymers retained high efficiency and improved the UV stability of perovskite devices, and a champion perovskite minimodule-independently measured by the Perovskite PV Accelerator for Commercializing Technologies (PACT) center-retained operational efficiency of >16% after…

  39. 39
    top 2.4%

    Grid-plainification enables medium-temperature PbSe thermoelectrics to cool better than Bi 2 Te 3

    Yongxin Qin, Bingchao Qin, Tao Hong, Xiao Zhang, Dongyang Wang and 7 more

    294 citationsdoi:10.1126/science.adk9589OpenAlex

    Show abstract

    Thermoelectric cooling technology has important applications for processes such as precise temperature control in intelligent electronics. The bismuth telluride (Bi 2 Te 3 )–based coolers currently in use are limited by the scarcity of Te and less-than-ideal cooling capability. We demonstrate how removing lattice vacancies through a grid-design strategy switched PbSe from being useful as a medium-temperature power generator to a thermoelectric cooler. At room temperature, the seven-pair device based on n-type PbSe and p-type SnSe produced a maximum cooling temperature difference of ~73 kelvin, with a single-leg power generation efficiency approaching 11.2%. We attribute our results to a power factor of >52 microwatts per centimeter per square kelvin, which was achieved by boosting carrier mobility. Our demonstration suggests a path for commercial applications of thermoelectric cooling based on Earth-abundant Te-free selenide-based compounds.

  40. 40
    top 2.4%

    Subambient daytime radiative cooling of vertical surfaces

    Fei Xie, Weiliang Jin, Joshua Ryan Nolen, Hao Pan, Naiqin Yi and 14 more

    282 citationsdoi:10.1126/science.adn2524OpenAlex

    Show abstract

    Subambient daytime radiative cooling enables temperatures to passively reach below ambient temperature, even under direct sunlight, by emitting thermal radiation toward outer space. This technology holds promise for numerous exciting applications. However, previous demonstrations of subambient daytime radiative cooling require surfaces that directly face the sky, and these cannot be applied to vertical surfaces that are ubiquitous in real-world scenarios such as buildings and vehicles. Here, we demonstrate subambient daytime radiative cooling of vertical surfaces under peak sunlight using a hierarchically designed, angularly asymmetric, spectrally selective thermal emitter. Under peak sunlight of about 920 watts per square meter, our emitter reaches a temperature that is about 2.5°C below ambient temperature, corresponding to a temperature reduction of about 4.3° and 8.9°C compared with a silica-polymer hybrid radiative cooler and commercial white paint, respectively.

  41. 41
    top 2.5%

    More resilient polyester membranes for high-performance reverse osmosis desalination

    Yujian Yao, Pingxia Zhang, Fei Sun, W. F. Zhang, Meng Li and 9 more

    281 citationsdoi:10.1126/science.adk0632OpenAlex

    Show abstract

    Thin-film composite reverse osmosis membranes have remained the gold standard technology for desalination and water purification for nearly half a century. Polyamide films offer excellent water permeability and salt rejection but also suffer from poor chlorine resistance, high fouling propensity, and low boron rejection. We addressed these issues by molecularly designing a polyester thin-film composite reverse osmosis membrane using co-solvent-assisted interfacial polymerization to react 3,5-dihydroxy-4-methylbenzoic acid with trimesoyl chloride. This polyester membrane exhibits substantial water permeability, high rejection for sodium chloride and boron, and complete resistance toward chlorine. The ultrasmooth, low-energy surface of the membrane also prevents fouling and mineral scaling compared with polyamide membranes. These membranes could increasingly challenge polyamide membranes by further optimizing water-salt selectivity, offering a path to considerably reducing pretreatment steps in desalination.

  42. 42
    top 2.6%

    Single body-coupled fiber enables chipless textile electronics

    Weifeng Yang, Shaomei Lin, Wei Gong, Rongzhou Lin, Chengmei Jiang and 11 more

    279 citationsdoi:10.1126/science.adk3755OpenAlex

    Show abstract

    Intelligent textiles provide an ideal platform for merging technology into daily routines. However, current textile electronic systems often rely on rigid silicon components, which limits seamless integration, energy efficiency, and comfort. Chipless electronic systems still face digital logic challenges owing to the lack of dynamic energy-switching carriers. We propose a chipless body-coupled energy interaction mechanism for ambient electromagnetic energy harvesting and wireless signal transmission through a single fiber. The fiber itself enables wireless visual-digital interactions without the need for extra chips or batteries on textiles. Because all of the electronic assemblies are merged in a miniature fiber, this facilitates scalable fabrication and compatibility with modern weaving techniques, thereby enabling versatile and intelligent clothing. We propose a strategy that may address the problems of silicon-based textile systems.

  43. 43
    top 2.6%

    Water-induced strong isotropic MXene-bridged graphene sheets for electrochemical energy storage

    Jiao Yang, Mingzhu Li, Shaoli Fang, Yanlei Wang, Hongyan He and 6 more

    277 citationsdoi:10.1126/science.adj3549OpenAlex

    Show abstract

    Graphene and two-dimensional transition metal carbides and/or nitrides (MXenes) are important materials for making flexible energy storage devices because of their electrical and mechanical properties. It remains a challenge to assemble nanoplatelets of these materials at room temperature into in-plane isotropic, free-standing sheets. Using nanoconfined water-induced basal-plane alignment and covalent and π-π interplatelet bridging, we fabricated Ti 3 C 2 T x MXene-bridged graphene sheets at room temperature with isotropic in-plane tensile strength of 1.87 gigapascals and moduli of 98.7 gigapascals. The in-plane room temperature electrical conductivity reached 1423 siemens per centimeter, and volumetric specific capacity reached 828 coulombs per cubic centimeter. This nanoconfined water-induced alignment likely provides an important approach for making other aligned macroscopic assemblies of two-dimensional nanoplatelets.

  44. 44
    top 2.7%

    Biodegradable ferroelectric molecular crystal with large piezoelectric response

    Han‐Yue Zhang, Yuan‐Yuan Tang, Zhuxiao Gu, Peng Wang, Xiao‐Gang Chen and 6 more

    275 citationsdoi:10.1126/science.adj1946OpenAlex

    Show abstract

    Transient implantable piezoelectric materials are desirable for biosensing, drug delivery, tissue regeneration, and antimicrobial and tumor therapy. For use in the human body, they must show flexibility, biocompatibility, and biodegradability. These requirements are challenging for conventional inorganic piezoelectric oxides and piezoelectric polymers. We discovered high piezoelectricity in a molecular crystal HOCH 2 (CF 2 ) 3 CH 2 OH [2,2,3,3,4,4-hexafluoropentane-1,5-diol (HFPD)] with a large piezoelectric coefficient d 33 of ~138 picocoulombs per newton and piezoelectric voltage constant g 33 of ~2450 × 10 −3 volt-meters per newton under no poling conditions, which also exhibits good biocompatibility toward biological cells and desirable biodegradation and biosafety in physiological environments. HFPD can be composite with polyvinyl alcohol to form flexible piezoelectric films with a d 33 of 34.3 picocoulombs per newton. Our material demonstrates the ability for molecular crystals to have attractive piezoelectric properties and should be of interest for applications in transient…

  45. 45
    top 2.7%

    Electron injection and defect passivation for high-efficiency mesoporous perovskite solar cells

    Jiale Liu, Xiayan Chen, Kaizhong Chen, Wenming Tian, Yusong Sheng and 23 more

    275 citationsdoi:10.1126/science.adk9089OpenAlex

    Show abstract

    Printable mesoscopic perovskite solar cells (p-MPSCs) do not require the added hole-transport layer needed in traditional p-n junctions but have also exhibited lower power conversion efficiencies of about 19%. We performed device simulation and carrier dynamics analysis to design a p-MPSC with mesoporous layers of semiconducting titanium dioxide, insulating zirconium dioxide, and conducting carbon infiltrated with perovskite that enabled three-dimensional injection of photoexcited electrons into titanium dioxide for collection at a transparent conductor layer. Holes underwent long-distance diffusion toward the carbon back electrode, and this carrier separation reduced recombination at the back contact. Nonradiative recombination at the bulk titanium dioxide/perovskite interface was reduced by ammonium phosphate modification. The resulting p-MPSCs achieved a power conversion efficiency of 22.2% and maintained 97% of their initial efficiency after 750 hours of maximum power point tracking at 55 ± 5°C.

  46. 46
    top 2.8%

    Ultrastrong MXene film induced by sequential bridging with liquid metal

    Wei Li, Tianzhu Zhou, Zejun Zhang, Lei Li, Wangwei Lian and 6 more

    269 citationsdoi:10.1126/science.ado4257OpenAlex

    Show abstract

    ) MXene nanosheets into macroscopic films presents challenges, including voids, low orientation degree, and weak interfacial interactions, which reduce mechanical performance. We demonstrate an ultrastrong macroscopic MXene film using liquid metal (LM) and bacterial cellulose (BC) to sequentially bridge MXene nanosheets (an LBM film), achieving a tensile strength of 908.4 megapascals. A layer-by-layer approach using repeated cycles of blade coating improves the orientation degree to 0.935 in the LBM film, while a LM with good deformability reduces voids into porosity of 5.4%. The interfacial interactions are enhanced by the hydrogen bonding from BC and the coordination bonding with LM, which improves the stress-transfer efficiency. Sequential bridging provides an avenue for assembling other two-dimensional nanosheets into high-performance materials.

  47. 47
    top 2.9%

    Developing fatigue-resistant ferroelectrics using interlayer sliding switching

    Renji Bian, Ri He, Er Pan, Zefen Li, Guiming Cao and 6 more

    266 citationsdoi:10.1126/science.ado1744OpenAlex

    Show abstract

    Ferroelectric materials have switchable electrical polarization that is appealing for high-density nonvolatile memories. However, inevitable fatigue hinders practical applications of these materials. Fatigue-free ferroelectric switching could dramatically improve the endurance of such devices. We report a fatigue-free ferroelectric system based on the sliding ferroelectricity of bilayer 3R molybdenum disulfide (3R-MoS 2 ). The memory performance of this ferroelectric device does not show the wake-up effect at low cycles or a substantial fatigue effect after 10 6 switching cycles under different pulse widths. The total stress time of the device under an electric field is up to 10 5 s, which is long relative to other devices. Our theoretical calculations reveal that the fatigue-free feature of sliding ferroelectricity is due to the immobile charge defects in sliding ferroelectricity.

  48. 48
    top 2.9%

    A blueprint for tumor-infiltrating B cells across human cancers

    Jiaqiang Ma, Yingcheng Charles Wu, Lifeng Ma, Xupeng Yang, Tiancheng Zhang and 21 more

    261 citationsdoi:10.1126/science.adj4857OpenAlex

    Show abstract

    B lymphocytes are essential mediators of humoral immunity and play multiple roles in human cancer. To decode the functions of tumor-infiltrating B cells, we generated a B cell blueprint encompassing single-cell transcriptome, B cell-receptor repertoire, and chromatin accessibility data across 20 different cancer types (477 samples, 269 patients). B cells harbored extraordinary heterogeneity and comprised 15 subsets, which could be grouped into two independent developmental paths (extrafollicular versus germinal center). Tumor types grouped into the extrafollicular pathway were linked with worse clinical outcomes and resistance to immunotherapy. The dysfunctional extrafollicular program was associated with glutamine-derived metabolites through epigenetic-metabolic cross-talk, which promoted a T cell-driven immunosuppressive program. These data suggest an intratumor B cell balance between extrafollicular and germinal-center responses and suggest that humoral immunity could possibly be harnessed for B cell-targeting immunotherapy.

  49. 49
    top 3%

    Shearing brittle intermetallics enhances cryogenic strength and ductility of steels

    Feng Wang, Miao Song, Mohamed Naguib Elkot, Ning Yao, Binhan Sun and 3 more

    257 citationsdoi:10.1126/science.ado2919OpenAlex

    Show abstract

    Precipitates are crucial for crafting mechanically strong metallic materials. In this work, we report the dislocation cutting of B2 (ordered body-centered cubic) nanoprecipitates, typically considered nonshearable intermetallics, in a lightweight compositionally complex steel during cryogenic tensile loading. Shearing is enabled by the high strength level for dislocation glide within the austenitic matrix, attributed to the substantial strengthening from subnanoscale local chemical ordering zones and the pronounced solid solution strengthening from the multiprincipal elements in the matrix. This mechanism not only harnesses the intense strengthening and strain hardening provided by otherwise impenetrable brittle nanoprecipitates but also introduces ductility through their sequential shearing with ongoing deformation. Our steel thus showcases ultrahigh cryogenic tensile strength up to 2 gigapascal at a remarkable tensile elongation of 34%. This study reveals a new strategy for designing high-performance structural materials.

  50. 50
    top 3%

    Ultrahigh–surface area covalent organic frameworks for methane adsorption

    Ying Yin, Ya Zhang, Xu Zhou, Bo Gui, Wentao Jiang and 4 more

    255 citationsdoi:10.1126/science.adr0936OpenAlex

    Show abstract

    Developing porous materials with ultrahigh surface areas for gas storage (for example, methane) is attractive but challenging. Here, we report two isostructural three-dimensional covalent organic frameworks (COFs) with a rare self-catenated alb -3,6- Ccc 2 topology and a pore size of 1.1 nanometer. Notably, these imine-linked microporous COFs show both high gravimetric Brunauer–Emmett–Teller (BET) surface areas (~4400 square meters per gram) and volumetric BET surface areas (~1900 square meters per cubic centimeter). Moreover, their volumetric methane uptake reaches up to 264 cubic centimeter (standard temperature and pressure) per cubic centimeter [cm 3 (STP) cm −3 ] at 100 bar and 298 kelvin, and they exhibit the highest volumetric working capacity of 237 cm 3 (STP) cm −3 at 5 to 100 bar and 298 kelvin among all reported porous crystalline materials.

How to read this list

The cohort is every article, review and book chapter OpenAlex attributes to Science with publication year 2024, excluding retracted works and paratext such as editorials and errata. The top 50 by citation count are listed; the percentile is the rank divided by the cohort size. 50 of the 50 entries have an abstract in OpenAlex. Counts were read on 29 October 2026 and will not be updated on this page, so a quoted rank stays verifiable. Full rules on the methodology page.

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