---
title: "Proceedings of the National Academy of Sciences 2023 — all"
description: "All 3,543 papers of Proceedings of the National Academy of Sciences 2023 · page 1 of 36, the most cited first; those with our summary link to it."
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---
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# Proceedings of the National Academy of Sciences 2023: all accepted papers

3,543 papers · page 1 of 36 · the most cited first · [← Proceedings of the National Academy of Sciences 2023](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-national-academy-of-sciences/2023/)

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1. **[ChatGPT outperforms crowd workers for text-annotation tasks](https://md.research.elamur.ai/free/en/papers/gilardi-2023-chatgpt-outperforms-crowd-workers-text/)**Fabrizio Gilardi, Meysam Alizadeh, Maël Kubli*1,162 citations · our summary*
2. **[Using cognitive psychology to understand GPT-3 ↗](https://doi.org/10.1073/pnas.2218523120)**Marcel Binz, Eric Schulz*548 citations*
3. **[Enumerating soil biodiversity ↗](https://doi.org/10.1073/pnas.2304663120)**Mark Anthony, S. Franz Bender, Marcel G. A. van der Heijden*501 citations*
4. **[Farmland practices are driving bird population decline across Europe ↗](https://doi.org/10.1073/pnas.2216573120)**Stanislas Rigal, Vasilis Dakos, Hany Alonso et al.*494 citations*
5. **[Oxygen doping of cobalt-single-atom coordination enhances peroxymonosulfate activation and high-valent cobalt–oxo species formation ↗](https://doi.org/10.1073/pnas.2219923120)**Qian‐Yuan Wu, Zheng‐Wei Yang, Zhiwei Wang et al.*440 citations*
6. **[Generating dual-active species by triple-atom sites through peroxymonosulfate activation for treating micropollutants in complex water ↗](https://doi.org/10.1073/pnas.2300085120)**Qixing Zhou, Chunlin Song, Pengfei Wang et al.*430 citations*
7. **[Climate change will accelerate the high-end risk of compound drought and heatwave events ↗](https://doi.org/10.1073/pnas.2219825120)**Kumar Puran Tripathy, Sourav Mukherjee, Ashok Kumar Mishra et al.*398 citations*
8. **[The debate over understanding in AI’s large language models ↗](https://doi.org/10.1073/pnas.2215907120)**Melanie Mitchell, David C. Krakauer*338 citations*
9. **[Human heuristics for AI-generated language are flawed ↗](https://doi.org/10.1073/pnas.2208839120)**Maurice Jakesch, Jeffrey T. Hancock, Mor Naaman*334 citations*
10. **[The optimized Fenton-like activity of Fe single-atom sites by Fe atomic clusters–mediated electronic configuration modulation ↗](https://doi.org/10.1073/pnas.2300281120)**Fan Mo, Chunlin Song, Qixing Zhou et al.*313 citations*
11. **[The total mass, number, and distribution of immune cells in the human body ↗](https://doi.org/10.1073/pnas.2308511120)**Ron Sender, Yarden Weiss, Yoav Navon et al.*294 citations*
12. **[The productive performance of intercropping ↗](https://doi.org/10.1073/pnas.2201886120)**Chunjie Li, T.J. Stomph, David Makowski et al.*264 citations*
13. **[Lipid nanoparticle topology regulates endosomal escape and delivery of RNA to the cytoplasm ↗](https://doi.org/10.1073/pnas.2301067120)**Lining Zheng, Sarith R. Bandara, Zhengzhong Tan et al.*259 citations*
14. **[Forestation at the right time with the right species can generate persistent carbon benefits in China ↗](https://doi.org/10.1073/pnas.2304988120)**Hao Xu, Chao Yue, Yao Zhang et al.*257 citations*
15. **[Systematic identification of conditionally folded intrinsically disordered regions by AlphaFold2 ↗](https://doi.org/10.1073/pnas.2304302120)**T. Reid Alderson, Iva Pritišanac, Đesika Kolarić et al.*239 citations*
16. **[Transcription shapes 3D chromatin organization by interacting with loop extrusion ↗](https://doi.org/10.1073/pnas.2210480120)**Edward J. Banigan, Wen Tang, Aafke A. van den Berg et al.*230 citations*
17. **[Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets ↗](https://doi.org/10.1073/pnas.2216399120)**Benjamin Billot, Colin Magdamo, You Cheng et al.*229 citations*
18. **[Crystallinity engineering for overcoming the activity–stability tradeoff of spinel oxide in Fenton-like catalysis ↗](https://doi.org/10.1073/pnas.2220608120)**Zhiyan Guo, Rongbo Sun, Zixiang Huang et al.*221 citations*
19. **[Virulence differences of mpox (monkeypox) virus clades I, IIa, and IIb.1 in a small animal model ↗](https://doi.org/10.1073/pnas.2220415120)**Jeffrey L. Americo, Patricia L. Earl, Bernard A. Moss*221 citations*
20. **[Single-atom Mo–Co catalyst with low biotoxicity for sustainable degradation of high-ionization-potential organic pollutants ↗](https://doi.org/10.1073/pnas.2305933120)**Zhuan Chen, Faliang An, Yayun Zhang et al.*219 citations*
21. **[Human brain effects of DMT assessed via EEG-fMRI ↗](https://doi.org/10.1073/pnas.2218949120)**Christopher Timmermann, Leor Roseman, Sharad Haridas et al.*216 citations*
22. **[Field interventions for climate change mitigation behaviors: A second-order meta-analysis ↗](https://doi.org/10.1073/pnas.2214851120)**Magnus Bergquist, Maximilian Thiel, Matthew H. Goldberg et al.*209 citations*
23. **[Atomic coordination environment engineering of bimetallic alloy nanostructures for efficient ammonia electrosynthesis from nitrate ↗](https://doi.org/10.1073/pnas.2306461120)**Yunhao Wang, Mingzi Sun, Jingwen Zhou et al.*206 citations*
24. **[Epigenetic-based age acceleration in a representative sample of older Americans: Associations with aging-related morbidity and mortality ↗](https://doi.org/10.1073/pnas.2215840120)**Jessica D. Faul, Jung Ki Kim, Morgan E. Levine et al.*206 citations*
25. **[The liquid-to-solid transition of FUS is promoted by the condensate surface ↗](https://doi.org/10.1073/pnas.2301366120)**Yi Shen, Anqi Chen, Wenyun Wang et al.*204 citations*
26. **[The global biomass of wild mammals ↗](https://doi.org/10.1073/pnas.2204892120)**Lior Greenspoon, Eyal Krieger, Ron Sender et al.*198 citations*
27. **[Contrastive learning in protein language space predicts interactions between drugs and protein targets ↗](https://doi.org/10.1073/pnas.2220778120)**Rohit Kumar Singh, Samuel Sledzieski, Bryan D. Bryson et al.*196 citations*
28. **[Income and emotional well-being: A conflict resolved ↗](https://doi.org/10.1073/pnas.2208661120)**Matthew A. Killingsworth, Daniel J. Kahneman, Barbara A. Mellers*190 citations*
29. **[Unveiling singlet oxygen spin trapping in catalytic oxidation processes using in situ kinetic EPR analysis ↗](https://doi.org/10.1073/pnas.2305706120)**Jing‐Hang Wu, Fei Chen, Tianhao Yang et al.*188 citations*
30. **[The human cell count and size distribution ↗](https://doi.org/10.1073/pnas.2303077120)**Ian A. Hatton, Eric D. Galbraith, Nono S. C. Merleau et al.*181 citations*
31. **[Urban visual intelligence: Uncovering hidden city profiles with street view images ↗](https://doi.org/10.1073/pnas.2220417120)**Zhuangyuan Fan, Fan Zhang, Becky P.Y. Loo et al.*180 citations*
32. **[Data-driven electrolyte design for lithium metal anodes ↗](https://doi.org/10.1073/pnas.2214357120)**Sang Cheol Kim, Solomon T. Oyakhire, Constantine J. Athanitis et al.*177 citations*
33. **[Reduced fire severity offers near-term buffer to climate-driven declines in conifer resilience across the western United States ↗](https://doi.org/10.1073/pnas.2208120120)**Kimberley T. Davis, Marcos D. Robles, Kerry B. Kemp et al.*173 citations*
34. **[Carbon–cement supercapacitors as a scalable bulk energy storage solution ↗](https://doi.org/10.1073/pnas.2304318120)**Nicolas Chanut, Damian Stefaniuk, James C. Weaver et al.*171 citations*
35. **[Data-driven predictions of the time remaining until critical global warming thresholds are reached ↗](https://doi.org/10.1073/pnas.2207183120)**Noah S. Diffenbaugh, Elizabeth A. Barnes*170 citations*
36. **[Restoring particulate and mineral-associated organic carbon through regenerative agriculture ↗](https://doi.org/10.1073/pnas.2217481120)**Aaron M. Prairie, Alison E. King, M. Francesca Cotrufo*170 citations*
37. **[Circular RNA vaccine induces potent T cell responses ↗](https://doi.org/10.1073/pnas.2302191120)**Laura Amaya, Lilit Grigoryan, Zhijian Li et al.*167 citations*
38. **[The mechanosensitive ion channel Piezo1 contributes to ultrasound neuromodulation ↗](https://doi.org/10.1073/pnas.2300291120)**Jiejun Zhu, Quanxiang Xian, Xuandi Hou et al.*165 citations*
39. **[Resolving content moderation dilemmas between free speech and harmful misinformation ↗](https://doi.org/10.1073/pnas.2210666120)**Anastasia Kozyreva, Stefan Michael Herzog, Stephan Lewandowsky et al.*164 citations*
40. **[FDX1-dependent and independent mechanisms of elesclomol-mediated intracellular copper delivery ↗](https://doi.org/10.1073/pnas.2216722120)**Mohammad Zulkifli, Amy N. Spelbring, Yuteng Zhang et al.*162 citations*
41. **[Spontaneous dark formation of OH radicals at the interface of aqueous atmospheric droplets ↗](https://doi.org/10.1073/pnas.2220228120)**Kangwei Li, Yunlong Guo, Sergey A. Nizkorodov et al.*162 citations*
42. **[The emergence of economic rationality of GPT ↗](https://doi.org/10.1073/pnas.2316205120)**Yiting Chen, Tracy Xiao Liu, You Shan et al.*161 citations*
43. **[Combinatorial design of ionizable lipid nanoparticles for muscle-selective mRNA delivery with minimized off-target effects ↗](https://doi.org/10.1073/pnas.2309472120)**Jingan Chen, Yue Xu, Muye Zhou et al.*160 citations*
44. **[A multiple Kirkendall strategy for converting nanosized zero-valent iron to highly active Fenton-like catalyst for organics degradation ↗](https://doi.org/10.1073/pnas.2304552120)**Jianhua Qu, Zhuoran Li, Fuxuan Bi et al.*159 citations*
45. **[Evolutionary analysis of a complete chicken genome ↗](https://doi.org/10.1073/pnas.2216641120)**Zhen J. Huang, Zaoxu Xu, Hao Bai et al.*155 citations*
46. **[Sharing of misinformation is habitual, not just lazy or biased ↗](https://doi.org/10.1073/pnas.2216614120)**Gizem Ceylan, Ian Axel Anderson, Wendy Wood*155 citations*
47. **[DNA language models are powerful predictors of genome-wide variant effects ↗](https://doi.org/10.1073/pnas.2311219120)**Gonzalo Benegas, Sanjit Singh Batra, Yun S. Song*152 citations*
48. **[Efficient hydrogen production from wastewater remediation by piezoelectricity coupling advanced oxidation processes ↗](https://doi.org/10.1073/pnas.2218813120)**Wenyuan Liu, Pengbo Fu, Yayun Zhang et al.*151 citations*
49. **[Anthropogenic climate change impacts exacerbate summer forest fires in California ↗](https://doi.org/10.1073/pnas.2213815120)**Marco Turco, John T. Abatzoglou, Sixto Herrera et al.*147 citations*
50. **[Boosted C–C coupling with Cu–Ag alloy sub-nanoclusters for CO 2 -to-C 2 H 4 photosynthesis ↗](https://doi.org/10.1073/pnas.2307320120)**Yangyang Yu, Ye He, Ping Yan et al.*147 citations*
51. **[Moisture-driven divergence in mineral-associated soil carbon persistence ↗](https://doi.org/10.1073/pnas.2210044120)**Katherine Heckman, Angela R. Possinger, Brian D. Badgley et al.*147 citations*
52. **[Circadian regulator BMAL1::CLOCK promotes cell proliferation in hepatocellular carcinoma by controlling apoptosis and cell cycle ↗](https://doi.org/10.1073/pnas.2214829120)**Meng Qu, Guoxin Zhang, Han Qu et al.*146 citations*
53. **[Asymmetrical electrohydrogenation of CO 2 to ethanol with copper–gold heterojunctions ↗](https://doi.org/10.1073/pnas.2214175120)**Siyu Kuang, Yaqiong Su, Minglu Li et al.*143 citations*
54. **[Gut dysbiosis: Ecological causes and causative effects on human disease ↗](https://doi.org/10.1073/pnas.2316579120)**Sebastian Winter, Andreas J. Bäumler*143 citations*
55. **[Distinguishing homogeneous advanced oxidation processes in bulk water from heterogeneous surface reactions in organic oxidation ↗](https://doi.org/10.1073/pnas.2302407120)**Yingjie Zhang, Jie‐Jie Chen, Gui‐Xiang Huang et al.*142 citations*
56. **[Recent and future declines of a historically widespread pollinator linked to climate, land cover, and pesticides ↗](https://doi.org/10.1073/pnas.2211223120)**William M. Janousek, Margaret R. Douglas, Syd Cannings et al.*142 citations*
57. **[Biodegradable lipophilic polymeric mRNA nanoparticles for ligand-free targeting of splenic dendritic cells for cancer vaccination ↗](https://doi.org/10.1073/pnas.2301606120)**Elana Ben‐Akiva, Johan E. Karlsson, Shayan Hemmati et al.*141 citations*
58. **[Making ammonia from nitrogen and water microdroplets ↗](https://doi.org/10.1073/pnas.2301206120)**Xiaowei Song, Chanbasha Basheer, Richard N. Zare*141 citations*
59. **[Synergetic modulation on ionic association and solvation structure by electron-withdrawing effect for aqueous zinc-ion batteries ↗](https://doi.org/10.1073/pnas.2221980120)**Rui Wang, Minjie Yao, Min Yang et al.*141 citations*
60. **[Observed humidity trends in dry regions contradict climate models ↗](https://doi.org/10.1073/pnas.2302480120)**Isla Ruth Simpson, Karen A. McKinnon, Daniel Kennedy et al.*140 citations*
61. **[pH-dependent structural transitions in cationic ionizable lipid mesophases are critical for lipid nanoparticle function ↗](https://doi.org/10.1073/pnas.2310491120)**Julian Philipp, Aleksandra P. Dabkowska, Anita Reiser et al.*140 citations*
62. **[Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale ↗](https://doi.org/10.1073/pnas.2311627120)**Lisa P. Argyle, Christopher A. Bail, Ethan Craig Busby et al.*138 citations*
63. **[ER chaperone GRP78/BiP translocates to the nucleus under stress and acts as a transcriptional regulator ↗](https://doi.org/10.1073/pnas.2303448120)**Ze Liu, Guanlin Liu, Dat P. Ha et al.*136 citations*
64. **[On the roles of function and selection in evolving systems ↗](https://doi.org/10.1073/pnas.2310223120)**Michael L. Wong, Carol E. Cleland, Daniel Arend et al.*136 citations*
65. **[Efficient and stable acidic CO 2 electrolysis to formic acid by a reservoir structure design ↗](https://doi.org/10.1073/pnas.2312876120)**Li‐Ping Chi, Zhuang‐Zhuang Niu, Yu‐Cai Zhang et al.*135 citations*
66. **[Large language models show human-like content biases in transmission chain experiments ↗](https://doi.org/10.1073/pnas.2313790120)**Alberto Acerbi, Joseph Stubbersfield*135 citations*
67. **[Throughput-scalable manufacturing of SARS-CoV-2 mRNA lipid nanoparticle vaccines ↗](https://doi.org/10.1073/pnas.2303567120)**Sarah J. Shepherd, Xuexiang Han, Alvin J. Mukalel et al.*135 citations*
68. **[Selective hydroxyl generation for efficient pollutant degradation by electronic structure modulation at Fe sites ↗](https://doi.org/10.1073/pnas.2305378120)**Haiyin Zhan, Ruiren Zhou, Pengfei Wang et al.*134 citations*
69. **[Bioactive compounds from Huashi Baidu decoction possess both antiviral and anti-inflammatory effects against COVID-19 ↗](https://doi.org/10.1073/pnas.2301775120)**Haiyu Xu, Shufen Li, Jiayuan Liu et al.*133 citations*
70. **[A DNA-based hydrogel for exosome separation and biomedical applications ↗](https://doi.org/10.1073/pnas.2303822120)**Jianpu Tang, Xuemei Jia, Qian Li et al.*132 citations*
71. **[Mitochondrial control of microglial phagocytosis by the translocator protein and hexokinase 2 in Alzheimer’s disease ↗](https://doi.org/10.1073/pnas.2209177120)**Lauren Hermes Fairley, Kei Onn Lai, Jia Hui Wong et al.*128 citations*
72. **[O -GlcNAcylation promotes tumor immune evasion by inhibiting PD-L1 lysosomal degradation ↗](https://doi.org/10.1073/pnas.2216796120)**Qiang Zhu, Hongxing Wang, Siyuan Chai et al.*128 citations*
73. **[Greatly enhanced risk to humans as a consequence of empirically determined lower moist heat stress tolerance ↗](https://doi.org/10.1073/pnas.2305427120)**Daniel J. Vecellio, Qinqin Kong, W. Larry Kenney et al.*127 citations*
74. **[Iterative computational design and crystallographic screening identifies potent inhibitors targeting the Nsp3 macrodomain of SARS-CoV-2 ↗](https://doi.org/10.1073/pnas.2212931120)**Stefan Gahbauer, G.J. Correy, Marion Schuller et al.*127 citations*
75. **[Landscape dynamics and diversification of the megadiverse South American freshwater fish fauna ↗](https://doi.org/10.1073/pnas.2211974120)**Fernanda A. S. Cassemiro, James S. Albert, Alexandre Antonelli et al.*127 citations*
76. **[Spatial transcriptomics reveals light-induced chlorenchyma cells involved in promoting shoot regeneration in tomato callus ↗](https://doi.org/10.1073/pnas.2310163120)**Xiehai Song, Pengru Guo, Keke Xia et al.*127 citations*
77. **[Peptide-binding specificity prediction using fine-tuned protein structure prediction networks ↗](https://doi.org/10.1073/pnas.2216697120)**Amir Motmaen, Justas Dauparas, Minkyung Baek et al.*124 citations*
78. **[High fried food consumption impacts anxiety and depression due to lipid metabolism disturbance and neuroinflammation ↗](https://doi.org/10.1073/pnas.2221097120)**Anli Wang, Xuzhi Wan, Pan Zhuang et al.*123 citations*
79. **[Specifically adsorbed ferrous ions modulate interfacial affinity for high-rate ammonia electrosynthesis from nitrate in neutral media ↗](https://doi.org/10.1073/pnas.2209979120)**Huijuan Liu, Gong Zhang, Wei Zhang et al.*123 citations*
80. **[Constructing molecule-metal relay catalysis over heterophase metallene for high-performance rechargeable zinc-nitrate/ethanol batteries ↗](https://doi.org/10.1073/pnas.2311149120)**Jingwen Zhou, Yuecheng Xiong, Mingzi Sun et al.*122 citations*
81. **[Anatomically interpretable deep learning of brain age captures domain-specific cognitive impairment ↗](https://doi.org/10.1073/pnas.2214634120)**Chenzhong Yin, Phoebe E. Imms, Mingxi Cheng et al.*121 citations*
82. **[Overcoming the adhesion paradox and switchability conflict on rough surfaces with shape-memory polymers ↗](https://doi.org/10.1073/pnas.2221049120)**Changhong Linghu, Yangchengyi Liu, Yee Yuan Tan et al.*121 citations*
83. **[Ru-P pair sites boost charge transport in hematite photoanodes for exceeding 1% efficient solar water splitting ↗](https://doi.org/10.1073/pnas.2300493120)**Rui‐Ting Gao, Lijia Liu, Yanbo Li et al.*121 citations*
84. **[Bacterial indole-3-lactic acid affects epithelium–macrophage crosstalk to regulate intestinal homeostasis ↗](https://doi.org/10.1073/pnas.2309032120)**Kaiyuan Yu, Qianqian Li, Xuan Sun et al.*119 citations*
85. **[The contributions of rare inherited and polygenic risk to ASD in multiplex families ↗](https://doi.org/10.1073/pnas.2215632120)**Matilde Cirnigliaro, Timothy S. Chang, Stephanie A. Arteaga et al.*119 citations*
86. **[Mutilation of the tree of life via mass extinction of animal genera ↗](https://doi.org/10.1073/pnas.2306987120)**Gerardo Ceballos, Paul R. Ehrlich*118 citations*
87. **[Plausible photomolecular effect leading to water evaporation exceeding the thermal limit ↗](https://doi.org/10.1073/pnas.2312751120)**Yaodong Tu, Jiawei Zhou, Shaoting Lin et al.*118 citations*
88. **[Astrocyte-targeting therapy rescues cognitive impairment caused by neuroinflammation via the Nrf2 pathway ↗](https://doi.org/10.1073/pnas.2303809120)**Akiko Nakano-Kobayashi, Andrés Canela, Toru Yoshihara et al.*117 citations*
89. **[Intercalant-induced V t 2 g orbital occupation in vanadium oxide cathode toward fast-charging aqueous zinc-ion batteries ↗](https://doi.org/10.1073/pnas.2217208120)**Yixiu Wang, Shiqiang Wei, Zheng‐Hang Qi et al.*117 citations*
90. **[Sensing prior constraints in deep neural networks for solving exploration geophysical problems ↗](https://doi.org/10.1073/pnas.2219573120)**Xinming Wu, Jianwei Ma, Xu Si et al.*116 citations*
91. **[Elevated dementia risk, cognitive decline, and hippocampal atrophy in multisite chronic pain ↗](https://doi.org/10.1073/pnas.2215192120)**Wenhui Zhao, Lei Zhao, Xiangyu Chang et al.*115 citations*
92. **[Programmable mechanical devices through magnetically tunable bistable elements ↗](https://doi.org/10.1073/pnas.2212489120)**Aniket Pal, Metin Sitti*115 citations*
93. **[Free-standing membrane incorporating single-atom catalysts for ultrafast electroreduction of low-concentration nitrate ↗](https://doi.org/10.1073/pnas.2217703120)**Xiaoxiong Wang, Xuanhao Wu, Wen Ma et al.*114 citations*
94. **[The moonlighting function of glycolytic enzyme enolase-1 promotes choline phospholipid metabolism and tumor cell proliferation ↗](https://doi.org/10.1073/pnas.2209435120)**Qingxia Ma, Hongfei Jiang, Leina Ma et al.*114 citations*
95. **[The smectic Z A phase: Antiferroelectric smectic order as a prelude to the ferroelectric nematic ↗](https://doi.org/10.1073/pnas.2217150120)**Xi Chen, Vikina Martinez, Eva D. Korblova et al.*114 citations*
96. **[Mapping the timescale of suicidal thinking ↗](https://doi.org/10.1073/pnas.2215434120)**Daniel D.L. Coppersmith, Oisín Ryan, Rebecca G. Fortgang et al.*113 citations*
97. **[Optimizing oxygen vacancies through grain boundary engineering to enhance electrocatalytic nitrogen reduction ↗](https://doi.org/10.1073/pnas.2306673120)**Xiu Zhong, Enxian Yuan, Fu Yang et al.*112 citations*
98. **[Planet-compatible pathways for transitioning the chemical industry ↗](https://doi.org/10.1073/pnas.2218294120)**Fanran Meng, Andreas Wagner, Alexandre B. Kremer et al.*111 citations*
99. **[Antidepressants can induce mutation and enhance persistence toward multiple antibiotics ↗](https://doi.org/10.1073/pnas.2208344120)**Yue Wang, Zhigang Yu, Pengbo Ding et al.*110 citations*
100. **[CPT1A-mediated fatty acid oxidation confers cancer cell resistance to immune-mediated cytolytic killing ↗](https://doi.org/10.1073/pnas.2302878120)**Zheng Liu, Wenjie Liu, Wei Wang et al.*110 citations*

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