{
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      "label": "Abramson",
      "full": "Josh Abramson",
      "kind": "person",
      "cat": "prediction",
      "affil": "Google DeepMind",
      "method": "AlphaFold 3 共折叠",
      "hub": 0
    },
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      "id": "Gustaf Ahdritz",
      "label": "Ahdritz",
      "full": "Gustaf Ahdritz",
      "kind": "person",
      "cat": "prediction",
      "affil": "Harvard / OpenFold",
      "method": "OpenFold 实现",
      "hub": 0
    },
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      "id": "Woody Ahern",
      "label": "Ahern",
      "full": "Woody Ahern",
      "kind": "person",
      "cat": "generative",
      "affil": "University of Washington IPD",
      "method": "RFdiffusion / RFAA / RFdiffusion2",
      "hub": 0
    },
    {
      "id": "Mohammed AlQuraishi",
      "label": "AlQuraishi",
      "full": "Mohammed AlQuraishi",
      "kind": "person",
      "cat": "prediction",
      "affil": "Columbia University",
      "method": "OpenFold 可复现 AF2",
      "hub": 0
    },
    {
      "id": "Namrata Anand",
      "label": "Anand",
      "full": "Namrata Anand",
      "kind": "person",
      "cat": "generative",
      "affil": "Stanford Huang lab",
      "method": "学习到的序列势、TIM barrel 序列",
      "hub": 0
    },
    {
      "id": "Ingemar Andre",
      "label": "Andre",
      "full": "Ingemar Andre",
      "kind": "person",
      "cat": "commons",
      "affil": "Lund University",
      "method": "Protein modeling, symmetric protein complexes, self-assembly, computational desi",
      "hub": 0
    },
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      "id": "Christian Anfinsen",
      "label": "Anfinsen",
      "full": "Christian Anfinsen 克里斯蒂安·安芬森",
      "kind": "person",
      "cat": "premise",
      "affil": "NIH（历史）",
      "method": "序列决定结构的热力学前提",
      "hub": 0
    },
    {
      "id": "Ivan Anishchenko",
      "label": "Anishchenko",
      "full": "Ivan Anishchenko",
      "kind": "person",
      "cat": "generative",
      "affil": "University of Washington IPD",
      "method": "trRosetta / 幻觉 / ProteinMPNN 合作",
      "hub": 0
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      "id": "Frances Arnold",
      "label": "Arnold",
      "full": "Frances Arnold 弗朗西斯·阿诺德",
      "kind": "person",
      "cat": "adjacent",
      "affil": "Caltech",
      "method": "定向进化（2018 诺贝尔）",
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      "id": "Mihai Azoitei",
      "label": "Azoitei",
      "full": "Mihai Azoitei",
      "kind": "person",
      "cat": "commons",
      "affil": "Duke University",
      "method": "Vaccines, protein engineering, biosensors, influenza, HIV, coronaviruses, B-cell",
      "hub": 0
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    {
      "id": "Minkyung Baek",
      "label": "Baek",
      "full": "Minkyung Baek 白玟暻",
      "kind": "person",
      "cat": "prediction",
      "affil": "Seoul National University",
      "method": "RoseTTAFold",
      "hub": 0
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      "id": "Chris Bahl",
      "label": "Bahl",
      "full": "Chris Bahl",
      "kind": "person",
      "cat": "industry",
      "affil": "AI Proteins",
      "method": "De novo protein design, peptide design, protein interactions, protein engineerin",
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      "id": "David Baker",
      "label": "Baker",
      "full": "David Baker 戴维·贝克",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Washington",
      "method": "De novo protein design, hyperstable proteins, vaccine design, RFdiffusion, prote",
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      "id": "Patrick Barth",
      "label": "Barth",
      "full": "Patrick Barth",
      "kind": "person",
      "cat": "commons",
      "affil": "EPFL Lausanne",
      "method": "Transmembrane proteins, ligand-receptor interactions, signaling pathways, comput",
      "hub": 0
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    {
      "id": "Nathaniel Bennett",
      "label": "Bennett",
      "full": "Nathaniel Bennett",
      "kind": "person",
      "cat": "generative",
      "affil": "University of Washington IPD",
      "method": "RFdiffusion / RFantibody",
      "hub": 0
    },
    {
      "id": "Gaurav Bhardwaj",
      "label": "Bhardwaj",
      "full": "Gaurav Bhardwaj",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Washington",
      "method": "Peptide drug design, computational modeling, antibiotics, antivirals, anti-cance",
      "hub": 0
    },
    {
      "id": "Surge Biswas",
      "label": "Biswas",
      "full": "Surge Biswas",
      "kind": "person",
      "cat": "industry",
      "affil": "Nabla Bio",
      "method": "生成式抗体/蛋白设计平台",
      "hub": 0
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    {
      "id": "Sinisa Bjelic",
      "label": "Bjelic",
      "full": "Sinisa Bjelic",
      "kind": "person",
      "cat": "commons",
      "affil": "Linnaeus University",
      "method": "Molecular modeling, protein design, small-molecule therapeutics, ROSETTA, molecu",
      "hub": 0
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    {
      "id": "Richard Bonneau",
      "label": "Bonneau",
      "full": "Richard Bonneau",
      "kind": "person",
      "cat": "industry",
      "affil": "Prescient Design, Genentech",
      "method": "computational protein design",
      "hub": 0
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    {
      "id": "Ed Boyden",
      "label": "Boyden",
      "full": "Ed Boyden",
      "kind": "person",
      "cat": "adjacent",
      "affil": "Massachusetts Institute of Technology",
      "method": "Neuroscience, brain mapping, expansion microscopy, optogenetics, synthetic biolo",
      "hub": 0
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    {
      "id": "Phil Bradley",
      "label": "Bradley",
      "full": "Phil Bradley",
      "kind": "person",
      "cat": "commons",
      "affil": "Fred Hutchinson Cancer Center",
      "method": "Molecular recognition, structural modeling, protein-DNA interactions, protein-pe",
      "hub": 0
    },
    {
      "id": "Ben Brown",
      "label": "Brown",
      "full": "Ben Brown",
      "kind": "person",
      "cat": "commons",
      "affil": "Vanderbilt University",
      "method": "Protein dynamics, signal transduction, enzyme catalysis, molecular recognition, ",
      "hub": 0
    },
    {
      "id": "Dongbo Bu",
      "label": "Bu",
      "full": "Dongbo Bu 卜东波",
      "kind": "person",
      "cat": "china",
      "affil": "中科院计算技术研究所",
      "method": "ProFOLD / CarbonDesign / CarbonNovo",
      "hub": 1
    },
    {
      "id": "Christopher Bystroff",
      "label": "Bystroff",
      "full": "Christopher Bystroff",
      "kind": "person",
      "cat": "commons",
      "affil": "Rensselaer Polytechnic Institute",
      "method": "Protein folding, protein design, green fluorescent protein (GFP), fluorescent bi",
      "hub": 0
    },
    {
      "id": "Longxing Cao",
      "label": "Cao",
      "full": "Longxing Cao 曹龙兴",
      "kind": "person",
      "cat": "china",
      "affil": "Westlake University",
      "method": "Protein design, protein interfaces, protein switches, deep learning, synthetic b",
      "hub": 1
    },
    {
      "id": "Quan Chen",
      "label": "Chen",
      "full": "Quan Chen 陈泉",
      "kind": "person",
      "cat": "china",
      "affil": "中国科学技术大学",
      "method": "SCUBA/ABACUS 实验闭环",
      "hub": 0
    },
    {
      "id": "Zibo Chen",
      "label": "Chen",
      "full": "Zibo Chen 陈子博",
      "kind": "person",
      "cat": "china",
      "affil": "Westlake University",
      "method": "De novo protein design, molecular computing, protein circuits, self-assembly, Ro",
      "hub": 0
    },
    {
      "id": "Qian Cong",
      "label": "Cong",
      "full": "Qian Cong 丛倩",
      "kind": "person",
      "cat": "china",
      "affil": "University of Texas Southwestern",
      "method": "Protein-protein interactions, evolution, genomics, artificial intelligence, bioi",
      "hub": 0
    },
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      "id": "Seth Cooper",
      "label": "Cooper",
      "full": "Seth Cooper",
      "kind": "person",
      "cat": "adjacent",
      "affil": "Northeastern University",
      "method": "Foldit, citizen science, crowdsourcing, protein structure prediction, protein de",
      "hub": 0
    },
    {
      "id": "Jacob Corn",
      "label": "Corn",
      "full": "Jacob Corn",
      "kind": "person",
      "cat": "adjacent",
      "affil": "ETH Zurich",
      "method": "Genome editing, gene regulation, DNA repair, hematopoietic stem cells, ubiquitin",
      "hub": 0
    },
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      "id": "Bruno Correia",
      "label": "Correia",
      "full": "Bruno Correia",
      "kind": "person",
      "cat": "generative",
      "affil": "EPFL Lausanne",
      "method": "Protein design, functional proteins, therapeutics, vaccines, biosensors, synthet",
      "hub": 1
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    {
      "id": "Gabriele Corso",
      "label": "Corso",
      "full": "Gabriele Corso",
      "kind": "person",
      "cat": "prediction",
      "affil": "MIT / Boltz",
      "method": "Boltz / DiffDock 几何生成",
      "hub": 0
    },
    {
      "id": "Brian Coventry",
      "label": "Coventry",
      "full": "Brian Coventry",
      "kind": "person",
      "cat": "physics",
      "affil": "University of Washington IPD",
      "method": "RIFDock / RIFGen 旋转异构体相互作用场对接",
      "hub": 0
    },
    {
      "id": "Bassil Dahiyat",
      "label": "Dahiyat",
      "full": "Bassil Dahiyat 巴西尔·达希亚特",
      "kind": "person",
      "cat": "physics",
      "affil": "Xencor（创业） / Caltech 博士",
      "method": "FSD-1：全自动计算设计的 28 残基蛋白",
      "hub": 0
    },
    {
      "id": "Rhiju Das",
      "label": "Das",
      "full": "Rhiju Das",
      "kind": "person",
      "cat": "adjacent",
      "affil": "Stanford University",
      "method": "RNA modeling, RNA design, nucleic acids, structure prediction, biophysics, RNA f",
      "hub": 0
    },
    {
      "id": "Justas Dauparas",
      "label": "Dauparas",
      "full": "Justas Dauparas",
      "kind": "person",
      "cat": "generative",
      "affil": "University of Washington IPD",
      "method": "ProteinMPNN / LigandMPNN",
      "hub": 0
    },
    {
      "id": "William DeGrado",
      "label": "DeGrado",
      "full": "William DeGrado 威廉·德格拉多",
      "kind": "person",
      "cat": "physics",
      "affil": "UCSF",
      "method": "Membrane protein structure, de novo protein design, metalloproteins, chemical bi",
      "hub": 1
    },
    {
      "id": "Frank DiMaio",
      "label": "DiMaio",
      "full": "Frank DiMaio",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Washington",
      "method": "Structure determination, crystal structure refinement, conformational sampling, ",
      "hub": 0
    },
    {
      "id": "Ken A. Dill",
      "label": "Dill",
      "full": "Ken A. Dill",
      "kind": "person",
      "cat": "premise",
      "affil": "Stony Brook / Laufer Center",
      "method": "HP 格子、可设计性理论",
      "hub": 0
    },
    {
      "id": "Jiayi Dou",
      "label": "Dou",
      "full": "Jiayi Dou 窦嘉毅",
      "kind": "person",
      "cat": "china",
      "affil": "ShanghaiTech University",
      "method": "De novo protein design, neuroscience, light-sensitive proteins, ion channels, me",
      "hub": 0
    },
    {
      "id": "Kevin Drew",
      "label": "Drew",
      "full": "Kevin Drew",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Illinois Chicago",
      "method": "Macromolecular assemblies, protein-nucleic acid interactions, biochemical approa",
      "hub": 0
    },
    {
      "id": "Roland Dunbrack",
      "label": "Dunbrack",
      "full": "Roland Dunbrack",
      "kind": "person",
      "cat": "adjacent",
      "affil": "Fox Chase Cancer Center",
      "method": "Structural bioinformatics, cryo-EM, X-ray crystallography, deep learning, GTPase",
      "hub": 0
    },
    {
      "id": "Richard Evans",
      "label": "Evans",
      "full": "Richard Evans",
      "kind": "person",
      "cat": "prediction",
      "affil": "Google DeepMind",
      "method": "AlphaFold-Multimer / AF3 复合物",
      "hub": 0
    },
    {
      "id": "Noelia Ferruz",
      "label": "Ferruz",
      "full": "Noelia Ferruz",
      "kind": "person",
      "cat": "generative",
      "affil": "CRG / 后迁",
      "method": "ProtGPT2 等序列生成",
      "hub": 0
    },
    {
      "id": "Eric Fischer",
      "label": "Fischer",
      "full": "Eric Fischer",
      "kind": "person",
      "cat": "adjacent",
      "affil": "Dana Farber Cancer Institute",
      "method": "Ubiquitin proteasome system, structural biology, cell biology, high-throughput b",
      "hub": 0
    },
    {
      "id": "Woody Fischer",
      "label": "Fischer",
      "full": "Woody Fischer",
      "kind": "person",
      "cat": "generative",
      "affil": "University of Washington IPD",
      "method": "RFdiffusion All-Atom 实验",
      "hub": 0
    },
    {
      "id": "Sarel Fleishman",
      "label": "Fleishman",
      "full": "Sarel Fleishman 萨雷尔·弗莱什曼",
      "kind": "person",
      "cat": "commons",
      "affil": "Weizmann Institute of Science",
      "method": "Computational protein design, molecular recognition, antibody engineering, enzym",
      "hub": 0
    },
    {
      "id": "Ora Furman",
      "label": "Furman",
      "full": "Ora Furman",
      "kind": "person",
      "cat": "commons",
      "affil": "Hebrew University",
      "method": "Peptide-protein interactions, computational modeling, structural prediction, mol",
      "hub": 0
    },
    {
      "id": "Anum Glasgow",
      "label": "Glasgow",
      "full": "Anum Glasgow",
      "kind": "person",
      "cat": "commons",
      "affil": "Columbia University",
      "method": "Computational protein design, biophysical techniques, conformational switching, ",
      "hub": 0
    },
    {
      "id": "Cameron Glasscock",
      "label": "Glasscock",
      "full": "Cameron Glasscock",
      "kind": "person",
      "cat": "commons",
      "affil": "Rice University",
      "method": "Protein design, protein-nucleic acid interactions, synthetic biology, artificial",
      "hub": 0
    },
    {
      "id": "Haipeng Gong",
      "label": "Gong",
      "full": "Haipeng Gong 龚海鹏",
      "kind": "person",
      "cat": "china",
      "affil": "清华大学",
      "method": "蛋白质结构预测与膜蛋白建模",
      "hub": 0
    },
    {
      "id": "Casper Goverde",
      "label": "Goverde",
      "full": "Casper Goverde",
      "kind": "person",
      "cat": "generative",
      "affil": "EPFL Correia lab",
      "method": "BindCraft 共同作者",
      "hub": 0
    },
    {
      "id": "Jeffrey J. Gray",
      "label": "Gray",
      "full": "Jeffrey J. Gray",
      "kind": "person",
      "cat": "commons",
      "affil": "Johns Hopkins University",
      "method": "Protein docking, antibody engineering, glycoproteins, membrane proteins, Rosetta",
      "hub": 0
    },
    {
      "id": "Gevorg Grigoryan",
      "label": "Grigoryan",
      "full": "Gevorg Grigoryan",
      "kind": "person",
      "cat": "industry",
      "affil": "Dartmouth College / Generate Biomedicines",
      "method": "Protein function, structure-based design, protein-protein recognition, allostery",
      "hub": 0
    },
    {
      "id": "Dominik Gront",
      "label": "Gront",
      "full": "Dominik Gront",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Warsaw",
      "method": "Structural bioinformatics, coarse-grained modeling, multiscale modeling, algorit",
      "hub": 0
    },
    {
      "id": "Alican Gulsevin",
      "label": "Gulsevin",
      "full": "Alican Gulsevin",
      "kind": "person",
      "cat": "commons",
      "affil": "Butler College",
      "method": "Computational modeling, membrane proteins, protein interactions, structural biol",
      "hub": 0
    },
    {
      "id": "Pehr Harbury",
      "label": "Harbury",
      "full": "Pehr Harbury",
      "kind": "person",
      "cat": "rational",
      "affil": "Stanford University",
      "method": "参数化 coiled-coil 骨架",
      "hub": 0
    },
    {
      "id": "Joe Harrison",
      "label": "Harrison",
      "full": "Joe Harrison",
      "kind": "person",
      "cat": "commons",
      "affil": "University of the Pacific",
      "method": "Ubiquitin interactions, protein inhibitors, ubiquitin pathways, computational mo",
      "hub": 0
    },
    {
      "id": "Demis Hassabis",
      "label": "Hassabis",
      "full": "Demis Hassabis 德米斯·哈萨比斯",
      "kind": "person",
      "cat": "prediction",
      "affil": "Google DeepMind / Isomorphic Labs",
      "method": "AlphaFold 项目领导；Isomorphic 药物结构",
      "hub": 0
    },
    {
      "id": "David Haussler",
      "label": "Haussler",
      "full": "David Haussler",
      "kind": "person",
      "cat": "adjacent",
      "affil": "University of California, Santa Cruz",
      "method": "Genomics, bioinformatics, machine learning, statistical methods, genome assembly",
      "hub": 0
    },
    {
      "id": "Jim Havranek",
      "label": "Havranek",
      "full": "Jim Havranek",
      "kind": "person",
      "cat": "industry",
      "affil": "Distinguished Scientist, Arzeda",
      "method": "computational protein design",
      "hub": 0
    },
    {
      "id": "Thomas Hayes",
      "label": "Hayes",
      "full": "Thomas Hayes",
      "kind": "person",
      "cat": "generative",
      "affil": "EvolutionaryScale",
      "method": "ESM3 多模态生成",
      "hub": 0
    },
    {
      "id": "Michael Hecht",
      "label": "Hecht",
      "full": "Michael Hecht 迈克尔·赫克特",
      "kind": "person",
      "cat": "rational",
      "affil": "Princeton University",
      "method": "二元密码（polar/nonpolar patterning）",
      "hub": 0
    },
    {
      "id": "Brian Hie",
      "label": "Hie",
      "full": "Brian Hie",
      "kind": "person",
      "cat": "prediction",
      "affil": "Stanford University",
      "method": "蛋白 LM 进化 / ESM 应用",
      "hub": 0
    },
    {
      "id": "Liang Hong",
      "label": "Hong",
      "full": "Liang Hong 洪亮",
      "kind": "person",
      "cat": "china",
      "affil": "上海交通大学",
      "method": "Venus 系列：功能预测、AI 定向进化、酶挖掘",
      "hub": 0
    },
    {
      "id": "Scott Horowitz",
      "label": "Horowitz",
      "full": "Scott Horowitz",
      "kind": "person",
      "cat": "adjacent",
      "affil": "University of Denver",
      "method": "Citizen science, scientific gaming, Foldit, structural biology, experimental dat",
      "hub": 0
    },
    {
      "id": "Parisa Hosseinzadeh",
      "label": "Hosseinzadeh",
      "full": "Parisa Hosseinzadeh",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Oregon",
      "method": "Computational tools, protein design, peptide design, molecular modeling, biomedi",
      "hub": 0
    },
    {
      "id": "Chloe Hsu",
      "label": "Hsu",
      "full": "Chloe Hsu",
      "kind": "person",
      "cat": "generative",
      "affil": "UC Berkeley / Meta 实习",
      "method": "ESM-IF1 逆折叠",
      "hub": 0
    },
    {
      "id": "Possu Huang",
      "label": "Huang",
      "full": "Possu Huang 黄柏甦",
      "kind": "person",
      "cat": "physics",
      "affil": "Stanford University",
      "method": "De novo protein design, machine learning, molecular motors, protein origami, bio",
      "hub": 0
    },
    {
      "id": "Thomas Huber",
      "label": "Huber",
      "full": "Thomas Huber",
      "kind": "person",
      "cat": "commons",
      "affil": "Australian National University",
      "method": "Genetic code expansion, paramagnetic NMR, structural bioinformatics, protein des",
      "hub": 0
    },
    {
      "id": "Birte Höcker",
      "label": "Höcker",
      "full": "Birte Höcker",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Bayreuth",
      "method": "Protein evolution, protein design, small molecule receptors, enzymes, biosensors",
      "hub": 0
    },
    {
      "id": "John Ingraham",
      "label": "Ingraham",
      "full": "John Ingraham",
      "kind": "person",
      "cat": "generative",
      "affil": "Generate Biomedicines",
      "method": "Chroma 可编程生成",
      "hub": 0
    },
    {
      "id": "Max Jaderberg",
      "label": "Jaderberg",
      "full": "Max Jaderberg",
      "kind": "person",
      "cat": "industry",
      "affil": "Isomorphic Labs",
      "method": "AF 衍生的药物设计平台",
      "hub": 0
    },
    {
      "id": "Robert Jefferson",
      "label": "Jefferson",
      "full": "Robert Jefferson",
      "kind": "person",
      "cat": "commons",
      "affil": "King's College London",
      "method": "Membrane protein complexes, quaternary stability, receptor engineering, syntheti",
      "hub": 0
    },
    {
      "id": "Ramesh Jha",
      "label": "Jha",
      "full": "Ramesh Jha",
      "kind": "person",
      "cat": "commons",
      "affil": "Los Alamos National Lab",
      "method": "Computational protein design, synthetic biology, chimeric proteins, biomanufactu",
      "hub": 0
    },
    {
      "id": "Lukasz Joachimiak",
      "label": "Joachimiak",
      "full": "Lukasz Joachimiak",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Texas Southwestern",
      "method": "Protein folding, amyloid, molecular recognition, chaperones, misfolding, computa",
      "hub": 0
    },
    {
      "id": "David Juergens",
      "label": "Juergens",
      "full": "David Juergens",
      "kind": "person",
      "cat": "generative",
      "affil": "University of Washington IPD",
      "method": "RFdiffusion 共同一作",
      "hub": 0
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    {
      "id": "John Jumper",
      "label": "Jumper",
      "full": "John Jumper 约翰·贾珀",
      "kind": "person",
      "cat": "prediction",
      "affil": "Google DeepMind",
      "method": "AlphaFold2 结构预测",
      "hub": 1
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      "id": "John Karanicolas",
      "label": "Karanicolas",
      "full": "John Karanicolas",
      "kind": "person",
      "cat": "industry",
      "affil": "Head of Computational Drug Discovery, AbbVie",
      "method": "computational protein design",
      "hub": 0
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    {
      "id": "Amy Keating",
      "label": "Keating",
      "full": "Amy Keating 艾米·基廷",
      "kind": "person",
      "cat": "physics",
      "affil": "MIT",
      "method": "螺旋肽/coiled-coil 特异性、计算界面",
      "hub": 0
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    {
      "id": "Elizabeth Kellogg",
      "label": "Kellogg",
      "full": "Elizabeth Kellogg",
      "kind": "person",
      "cat": "commons",
      "affil": "St. Jude's Childrens Hospital",
      "method": "Molecular organization, nucleic acid interactions, dynamic complexes, Rosetta, c",
      "hub": 0
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      "id": "Sagar Khare",
      "label": "Khare",
      "full": "Sagar Khare",
      "kind": "person",
      "cat": "commons",
      "affil": "Rutgers University",
      "method": "Computational biophysics, enzymology, molecular biology, protein design, machine",
      "hub": 0
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      "id": "Firas Khatib",
      "label": "Khatib",
      "full": "Firas Khatib",
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      "cat": "adjacent",
      "affil": "UMass Dartmouth",
      "method": "Citizen science, crowdsourcing, computational biology, public engagement, scient",
      "hub": 0
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      "id": "Alena Khmelinskaia",
      "label": "Khmelinskaia",
      "full": "Alena Khmelinskaia",
      "kind": "person",
      "cat": "commons",
      "affil": "LMU Munich, Germany",
      "method": "Protein self-assembly, de novo protein design, biophysical methods, structural f",
      "hub": 0
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    {
      "id": "Neil King",
      "label": "King",
      "full": "Neil King",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Washington",
      "method": "Protein-based nanomaterials, molecular machines, computational protein design, m",
      "hub": 0
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    {
      "id": "Nobuyasu Koga",
      "label": "Koga",
      "full": "Nobuyasu Koga 古贺信康",
      "kind": "person",
      "cat": "physics",
      "affil": "Institute for Molecular Science",
      "method": "De novo protein design, monomeric structures, oligomeric structures, novel prote",
      "hub": 0
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      "id": "Rie Koga",
      "label": "Koga",
      "full": "Rie Koga 古贺理惠",
      "kind": "person",
      "cat": "physics",
      "affil": "Institute for Molecular Science",
      "method": "规则化骨架/蓝图设计",
      "hub": 0
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      "id": "Simon Kohl",
      "label": "Kohl",
      "full": "Simon Kohl",
      "kind": "person",
      "cat": "industry",
      "affil": "Latent Labs（此前 DeepMind）",
      "method": "生成式蛋白质模型创业",
      "hub": 0
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    {
      "id": "Pushmeet Kohli",
      "label": "Kohli",
      "full": "Pushmeet Kohli",
      "kind": "person",
      "cat": "prediction",
      "affil": "Google DeepMind",
      "method": "AlphaFold / AlphaProteo 科学领导",
      "hub": 0
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      "id": "Ivan Korendovych",
      "label": "Korendovych",
      "full": "Ivan Korendovych 伊万·科连多维奇",
      "kind": "person",
      "cat": "rational",
      "affil": "Syracuse University / 后迁",
      "method": "de novo 酶/金属蛋白；与 DeGrado 合写 2020 回顾",
      "hub": 0
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      "id": "Tanja Kortemme",
      "label": "Kortemme",
      "full": "Tanja Kortemme 塔尼亚·科特梅",
      "kind": "person",
      "cat": "physics",
      "affil": "UCSF",
      "method": "Engineered biological systems, molecular design, computational biology, cellular",
      "hub": 0
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    {
      "id": "Huong Kratochvil",
      "label": "Kratochvil",
      "full": "Huong Kratochvil",
      "kind": "person",
      "cat": "commons",
      "affil": "University of North Carolina at Chapel Hill",
      "method": "Membrane protein design, functional protein design, molecular recognition, immun",
      "hub": 0
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    {
      "id": "Rohith Krishna",
      "label": "Krishna",
      "full": "Rohith Krishna",
      "kind": "person",
      "cat": "generative",
      "affil": "University of Washington IPD",
      "method": "RoseTTAFold All-Atom / RFdiffusion-AA",
      "hub": 0
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      "id": "Georg Kuenze",
      "label": "Kuenze",
      "full": "Georg Kuenze",
      "kind": "person",
      "cat": "commons",
      "affil": "Leipzig University",
      "method": "Protein modeling, membrane proteins, signaling mechanisms, enzyme design, molecu",
      "hub": 0
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      "id": "Brian Kuhlman",
      "label": "Kuhlman",
      "full": "Brian Kuhlman 布莱恩·库尔曼",
      "kind": "person",
      "cat": "physics",
      "affil": "UNC Chapel Hill",
      "method": "Protein design, protein-protein interactions, computational modeling, experiment",
      "hub": 0
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      "id": "Dan Kulp",
      "label": "Kulp",
      "full": "Dan Kulp",
      "kind": "person",
      "cat": "industry",
      "affil": "The Wistar Institute",
      "method": "Protein engineering, antigen design, antibody interactions, immunogen design, re",
      "hub": 0
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      "id": "Jason Labonte",
      "label": "Labonte",
      "full": "Jason Labonte",
      "kind": "person",
      "cat": "commons",
      "affil": "Notre Dame of Maryland University",
      "method": "Computational modeling, carbohydrates, post-translational modifications (PTMs), ",
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    {
      "id": "Luhua Lai",
      "label": "Lai",
      "full": "Luhua Lai 来鲁华",
      "kind": "person",
      "cat": "china",
      "affil": "北京大学",
      "method": "计算药物/蛋白质设计与酶工程",
      "hub": 1
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      "id": "Andrew Leaver-Fay",
      "label": "Leaver-Fay",
      "full": "Andrew Leaver-Fay",
      "kind": "person",
      "cat": "industry",
      "affil": "Molecular Modeling Lead, Genentech",
      "method": "computational protein design",
      "hub": 0
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    {
      "id": "Gyu Rie Lee",
      "label": "Lee",
      "full": "Gyu Rie Lee 李奎利",
      "kind": "person",
      "cat": "commons",
      "affil": "Korea Advanced Institute of Science and Technology",
      "method": "Protein design, deep learning, small molecules, epigenetics, post-translational ",
      "hub": 0
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    {
      "id": "Sarah Lewis",
      "label": "Lewis",
      "full": "Sarah Lewis",
      "kind": "person",
      "cat": "prediction",
      "affil": "Microsoft Research",
      "method": "BioEmu 一作",
      "hub": 0
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    {
      "id": "Jiang Lin",
      "label": "Lin",
      "full": "Jiang Lin",
      "kind": "person",
      "cat": "commons",
      "affil": "UCLA",
      "method": "Protein aggregation, neurodegenerative diseases, allosteric inhibitors, prion-li",
      "hub": 0
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    {
      "id": "Zeming Lin",
      "label": "Lin",
      "full": "Zeming Lin 林泽明",
      "kind": "person",
      "cat": "prediction",
      "affil": "EvolutionaryScale / 此前 Meta",
      "method": "ESM-2 / ESMFold",
      "hub": 0
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      "id": "Steffen Lindert",
      "label": "Lindert",
      "full": "Steffen Lindert",
      "kind": "person",
      "cat": "commons",
      "affil": "Ohio State University",
      "method": "Computational biophysics, protein structure prediction, protein dynamics, protei",
      "hub": 0
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      "id": "Sidney Lisanza",
      "label": "Lisanza",
      "full": "Sidney Lisanza",
      "kind": "person",
      "cat": "generative",
      "affil": "University of Washington IPD",
      "method": "ProteinGenerator 序列空间扩散",
      "hub": 0
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    {
      "id": "Haiyan Liu",
      "label": "Liu",
      "full": "Haiyan Liu 刘海燕",
      "kind": "person",
      "cat": "china",
      "affil": "中国科学技术大学",
      "method": "SCUBA / ABACUS 骨架与序列设计",
      "hub": 1
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    {
      "id": "Sen Liu",
      "label": "Liu",
      "full": "Sen Liu 刘森",
      "kind": "person",
      "cat": "china",
      "affil": "Hubei University of Technology",
      "method": "Protein structure, protein regulation, computational modeling, signaling network",
      "hub": 0
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      "id": "Ajasja Ljubetic",
      "label": "Ljubetic",
      "full": "Ajasja Ljubetic",
      "kind": "person",
      "cat": "commons",
      "affil": "National Institute of Chemistry (Slovenia)",
      "method": "De novo protein design, dynamic protein assemblies, coiled coils, protein roboti",
      "hub": 0
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    {
      "id": "Nir London",
      "label": "London",
      "full": "Nir London",
      "kind": "person",
      "cat": "commons",
      "affil": "Weizmann Institute of Science",
      "method": "Computational protein design, chemical biology, drug discovery, protein-ligand i",
      "hub": 0
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    {
      "id": "Peilong Lu",
      "label": "Lu",
      "full": "Peilong Lu 卢培龙",
      "kind": "person",
      "cat": "china",
      "affil": "Westlake University (Hangzhou, China)",
      "method": "Transmembrane proteins, computational design, nanopores, ion channels, ligand-bi",
      "hub": 0
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    {
      "id": "Jianzhu Ma",
      "label": "Ma",
      "full": "Jianzhu Ma 马剑竹",
      "kind": "person",
      "cat": "china",
      "affil": "清华大学 AIR",
      "method": "抗体/肽生成、PocketXMol",
      "hub": 0
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      "id": "Ali Madani",
      "label": "Madani",
      "full": "Ali Madani",
      "kind": "person",
      "cat": "generative",
      "affil": "Profluent",
      "method": "ProGen 自回归序列生成",
      "hub": 0
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      "id": "Tobias Madl",
      "label": "Madl",
      "full": "Tobias Madl",
      "kind": "person",
      "cat": "adjacent",
      "affil": "Medical University of Graz",
      "method": "Integrative structural biology, metabolomics, NMR spectroscopy, disordered prote",
      "hub": 0
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      "id": "Lars Malmstrom",
      "label": "Malmstrom",
      "full": "Lars Malmstrom",
      "kind": "person",
      "cat": "adjacent",
      "affil": "University of Zurich",
      "method": "Proteome modeling, computational biology, systems biology, machine learning, sta",
      "hub": 0
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      "id": "Stephen Mayo",
      "label": "Mayo",
      "full": "Stephen Mayo 斯蒂芬·梅奥",
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      "cat": "physics",
      "affil": "Caltech",
      "method": "ORBIT 死端消除 / 自动化侧链设计",
      "hub": 1
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      "label": "Meier",
      "full": "Joshua Meier",
      "kind": "person",
      "cat": "industry",
      "affil": "Chai Discovery（此前 Meta / Absci）",
      "method": "ESM-1；Chai-1/2",
      "hub": 0
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      "id": "Jens Meiler",
      "label": "Meiler",
      "full": "Jens Meiler",
      "kind": "person",
      "cat": "commons",
      "affil": "Vanderbilt University / Leipzig University",
      "method": "Protein-ligand interactions, computational modeling, drug design, membrane prote",
      "hub": 0
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    {
      "id": "Jeremy Mills",
      "label": "Mills",
      "full": "Jeremy Mills",
      "kind": "person",
      "cat": "commons",
      "affil": "Arizona State University",
      "method": "Protein design, fluorescent proteins, non-canonical amino acids, fluorogenic pro",
      "hub": 0
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    {
      "id": "Milot Mirdita",
      "label": "Mirdita",
      "full": "Milot Mirdita",
      "kind": "person",
      "cat": "prediction",
      "affil": "Seoul National University",
      "method": "ColabFold",
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      "id": "James Moody",
      "label": "Moody",
      "full": "James Moody",
      "kind": "person",
      "cat": "commons",
      "affil": "Brigham Young University",
      "method": "Protein modeling, enzyme engineering, protein complexes, crystallization chapero",
      "hub": 0
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    {
      "id": "John Moult",
      "label": "Moult",
      "full": "John Moult 约翰·莫尔特",
      "kind": "person",
      "cat": "premise",
      "affil": "University of Maryland / CASP",
      "method": "CASP 盲测评估",
      "hub": 0
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      "id": "Vikram Mulligan",
      "label": "Mulligan",
      "full": "Vikram Mulligan",
      "kind": "person",
      "cat": "physics",
      "affil": "Flatiron Institute",
      "method": "非天然氨基酸 / 大环肽 Rosetta",
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      "id": "Christoffer Norn",
      "label": "Norn",
      "full": "Christoffer Norn",
      "kind": "person",
      "cat": "industry",
      "affil": "Bioinnovation Institute Denmark",
      "method": "Protein design, protein binders, minibinders, membrane proteins, high-throughput",
      "hub": 0
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      "id": "Dror Noy",
      "label": "Noy",
      "full": "Dror Noy",
      "kind": "person",
      "cat": "commons",
      "affil": "MIGAL - Galilee Research Institute",
      "method": "Protein design, photosynthesis, protein-cofactor complexes, computational modeli",
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      "id": "Frank Noé",
      "label": "Noé",
      "full": "Frank Noé",
      "kind": "person",
      "cat": "prediction",
      "affil": "Microsoft Research AI for Science",
      "method": "BioEmu 平衡系综与自由能",
      "hub": 0
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      "id": "Matt O'Meara",
      "label": "O'Meara",
      "full": "Matt O'Meara",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Michigan",
      "method": "Computational modeling, molecular simulations, deep neural networks, molecular i",
      "hub": 0
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      "full": "Gustav Oberdorfer",
      "kind": "person",
      "cat": "commons",
      "affil": "Graz University of Technology",
      "method": "De novo protein design, enzyme design, biomedical applications, biotechnology, c",
      "hub": 0
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    {
      "id": "Byung-Ha Oh",
      "label": "Oh",
      "full": "Byung-Ha Oh",
      "kind": "person",
      "cat": "commons",
      "affil": "KAIST Korea",
      "method": "Computational protein design, antibody engineering, protein-protein interactions",
      "hub": 0
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    {
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      "label": "Ovchinnikov",
      "full": "Sergey Ovchinnikov",
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      "cat": "prediction",
      "affil": "MIT",
      "method": "Protein evolution, statistical modeling, phylogenetics, genomics, protein struct",
      "hub": 0
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      "label": "Pacesa",
      "full": "Martin Pacesa",
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      "cat": "generative",
      "affil": "EPFL Correia lab",
      "method": "BindCraft 端到端 binder",
      "hub": 0
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      "label": "Pallesen",
      "full": "Jesper Pallesen",
      "kind": "person",
      "cat": "adjacent",
      "affil": "Indiana University",
      "method": "Cryo-electron microscopy (Cryo-EM), cancer, HIV, coronaviruses, SARS-CoV-2, MERS",
      "hub": 0
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    {
      "id": "Fabio Parmeggiani",
      "label": "Parmeggiani",
      "full": "Fabio Parmeggiani",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Bristol, UK",
      "method": "Hybrid computational-experimental methods, protein design, repeat proteins, modu",
      "hub": 0
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    {
      "id": "Brian Pierce",
      "label": "Pierce",
      "full": "Brian Pierce",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Maryland",
      "method": "Protein design, immune recognition, T cell receptors, antibodies, vaccine design",
      "hub": 0
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    {
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      "label": "Polizzi",
      "full": "Nicholas Polizzi",
      "kind": "person",
      "cat": "commons",
      "affil": "Dana-Farber Cancer Institute",
      "method": "Ligand binding, molecular recognition, de novo protein design.",
      "hub": 0
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    {
      "id": "Florian Praetorius",
      "label": "Praetorius",
      "full": "Florian Praetorius",
      "kind": "person",
      "cat": "commons",
      "affil": "Institute of Science and Technology Austria",
      "method": "Protein design, DNA origami, nucleic acids, deep learning, ProteinMPNN, Rosetta,",
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    {
      "id": "Erik Procko",
      "label": "Procko",
      "full": "Erik Procko",
      "kind": "person",
      "cat": "industry",
      "affil": "Director of Discovery, Cyrus Biotechnology",
      "method": "computational protein design",
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    {
      "id": "Vatsan Raman",
      "label": "Raman",
      "full": "Vatsan Raman",
      "kind": "person",
      "cat": "commons",
      "affil": "University of Wisconsin-Madison",
      "method": "Computational biology, synthetic biology, protein engineering, high-throughput e",
      "hub": 0
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    {
      "id": "Cesar Ramirez-Sarmiento",
      "label": "Ramirez-Sarmiento",
      "full": "Cesar Ramirez-Sarmiento",
      "kind": "person",
      "cat": "commons",
      "affil": "Pontificia Universidad Catolica de Chile",
      "method": "Protein engineering, computational modeling, metamorphic proteins, PET hydrolysi",
      "hub": 0
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    {
      "id": "Barak Raveh",
      "label": "Raveh",
      "full": "Barak Raveh",
      "kind": "person",
      "cat": "commons",
      "affil": "Hebrew University",
      "method": "Dynamic biological systems, quantitative biology, systems biology, computational",
      "hub": 0
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    {
      "id": "Lynne Regan",
      "label": "Regan",
      "full": "Lynne Regan 琳恩·里根",
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      "cat": "rational",
      "affil": "University of Edinburgh（此前 Yale）",
      "method": "四螺旋束 de novo 设计",
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    {
      "id": "P. Douglas Renfrew",
      "label": "Renfrew",
      "full": "P. Douglas Renfrew",
      "kind": "person",
      "cat": "commons",
      "affil": "Flatiron Institute / Simons Foundation",
      "method": "Protein folding, heteropolymer design, exotic amino acids, peptide macrocycles, ",
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    {
      "id": "David Richardson",
      "label": "Richardson",
      "full": "David Richardson",
      "kind": "person",
      "cat": "premise",
      "affil": "Duke University",
      "method": "MolProbity / all-atom contact",
      "hub": 0
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    {
      "id": "Jane Richardson",
      "label": "Richardson",
      "full": "Jane Richardson 简·理查森",
      "kind": "person",
      "cat": "premise",
      "affil": "Duke University",
      "method": "蛋白质解剖图、ribbon 图、结构质量标准",
      "hub": 0
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    {
      "id": "Alexander Rives",
      "label": "Rives",
      "full": "Alexander Rives 亚历山大·里夫斯",
      "kind": "person",
      "cat": "prediction",
      "affil": "EvolutionaryScale（此前 Meta FAIR）",
      "method": "ESM 蛋白语言模型",
      "hub": 1
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    {
      "id": "Gabe Rocklin",
      "label": "Rocklin",
      "full": "Gabe Rocklin",
      "kind": "person",
      "cat": "commons",
      "affil": "Northwestern University",
      "method": "High-throughput protein design, computational modeling, protein biophysics, prot",
      "hub": 0
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    {
      "id": "Olaf Ronneberger",
      "label": "Ronneberger",
      "full": "Olaf Ronneberger",
      "kind": "person",
      "cat": "prediction",
      "affil": "Google DeepMind",
      "method": "AlphaFold 架构（Evoformer）",
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    {
      "id": "Rituparna Samanta",
      "label": "Samanta",
      "full": "Rituparna Samanta",
      "kind": "person",
      "cat": "commons",
      "affil": "University of South Florida",
      "method": "Membrane proteins, protein-protein interface, molecular simulation, field-based ",
      "hub": 0
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      "id": "Deanne Sammond",
      "label": "Sammond",
      "full": "Deanne Sammond",
      "kind": "person",
      "cat": "industry",
      "affil": "Senior Principal Scientist, Pfizer",
      "method": "computational protein design",
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      "id": "William Schief",
      "label": "Schief",
      "full": "William Schief",
      "kind": "person",
      "cat": "industry",
      "affil": "Vice President, Protein Design, Moderna",
      "method": "computational protein design",
      "hub": 0
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    {
      "id": "Torben Schiffner",
      "label": "Schiffner",
      "full": "Torben Schiffner",
      "kind": "person",
      "cat": "commons",
      "affil": "Scripps Research Institute",
      "method": "Computational protein design, high-throughput screening, immunogens, epitope gra",
      "hub": 0
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    {
      "id": "Clara Schoeder",
      "label": "Schoeder",
      "full": "Clara Schoeder",
      "kind": "person",
      "cat": "commons",
      "affil": "Leipzig University",
      "method": "Computational protein design, immunotherapeutics, Adeno-associated virus (AAV), ",
      "hub": 0
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    {
      "id": "Tom Sercu",
      "label": "Sercu",
      "full": "Tom Sercu",
      "kind": "person",
      "cat": "prediction",
      "affil": "EvolutionaryScale / 此前 Meta",
      "method": "ESM 训练与规模化",
      "hub": 0
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