The OpenLAM Initiative


当彼得·蒂尔闯入硅谷投资界时,他曾经发出了一句著名的批评:“我们期待的是飞行汽车,结果得到了 140 个字符。”在过去的十年里,我们在比特层面(互联网)取得了巨大进步,但在原子层面(前沿技术)的进展相对缓慢。

语言数据的积累推动了机器学习的发展,并最终导致了大型语言模型 (Large Language Models, LLMs) 的出现。随着人工智能的推动,原子层面的进展也在加速。像 Deep Potential 这样的方法通过学习量子力学数据,将微观模拟的时空尺度扩大了几个数量级,在药物设计、材料设计和化学工程等领域取得了显著进展。

量子力学数据的积累正逐渐覆盖整个周期表,Deep Potential 团队也开始了 DPA 预训练模型 的实践。与 LLMs 的进步类似,我们正处于大型原子模型 (Large Atomic Model, LAM) 出现的前夕。同时,我们相信开源开放将在 LAM 的发展过程中起到愈发重要的作用。

在此背景下,深度势能核心开发者团队面向社区,发起 OpenLAM 大原子模型计划,我们热诚、开放地欢迎来自各方的意见和支持。

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SCIENTIFIC ADVISORY GROUP


RobertoCar

ROBERTO CAR

Princeton University

  • Member of the National Academy of Sciences
  • Professor at Department of Chemistry, Princeton University
  • 丁洪

    HONG DING

    Shanghai Jiao Tong University

  • Academician of Chinese Academy of Sciences
  • Deputy Director and Chair Professor of Tsung-Dao Lee Institute
  • 鄂维南

    WEINAN E

    AI for Science Institute,Beijing

  • Academician of Chinese Academy of Sciences
  • President of AI for Science Institute,Beijing
  • Director of the International Center for Machine Learning at Peking University
  • 龚新高

    XINGAO GONG

    Fudan University

  • Academician of Chinese Academy of Sciences
  • Computational Condensed Matter Physicist
  • Professor of Fudan University
  • 贾扬清

    YANGQING JIA

    Lepton AI

  • Founder of Lepton AI
  • Former VP of Alibaba Inc.
  • Creator of the Deep Learning Framework ‘Caffe’
  • 马琰铭

    YANMING MA

    Jilin University

  • Academician of Chinese Academy of Sciences
  • Vice President of Jilin University
  • KostyaNovoselov

    KOSTYA NOVOSELOV

    National University of Singapore

  • Professor of the National University of Singapore
  • Langworthy Professor of Physics at The University of Manchester
  • Foreign Academician of the Chinese Academy of Sciences
  • 2010 Nobel Laureate in Physics
  • MicheleParrinello

    MICHELE PARRINELLO

    Istituto Italiano di Tecnologia

  • Fellow of the Royal Society
  • Member of the National Academy of Sciences
  • Fellow of the American Academy of Arts and Sciences
  • Member of the National Academy of Sciences of Italy
  • Senior Researcher and Principal Investigator of IIT
  • Foreign Academician of the Chinese Academy of Sciences
  • DavidSrolovitz

    DAVID SROLOVITZ

    The University of Hong Kong

  • Member of the US National Academy of Engineering
  • Professor of the University of Hong Kong
  • Dean of the Faculty of Engineering at the University of Hong Kong
  • Fellow of MRS, TMS, ASM, Institute of Physics
  • 田中群

    ZHONGQUN TIAN

    Xiamen University

  • Academician of Chinese Academy of Sciences
  • Professor of the School of Chemistry and Chemical Engineering at Xiamen University
  • Honorary Director of the Tan Kah Kee Innovation Laboratory
  • Director of the Collaborative Innovation Center of Energy Materials Chemistry (iChEM)
  • Alphabetize by last name

    PARTICIPATING INSTITUTIONS


    Alphabetize by the initial letter of Pinyin
    1
    H
    Hydrogen
    1.00794
    2
    He
    Helium
    4.002602
    3
    Li
    Lithium
    6.941
    4
    Be
    Beryllium
    9.012182
    5
    B
    Boron
    10.811
    6
    C
    Carbon
    12.0107
    7
    N
    Nitrogen
    14.0067
    8
    O
    Oxygen
    15.9994
    9
    F
    Fluorine
    18.9984032
    10
    Ne
    Neon
    20.1797
    11
    Na
    Sodium
    22.98976...
    12
    Mg
    Magnesium
    24.305
    13
    Al
    Aluminium
    26.9815386
    14
    Si
    Silicon
    28.0855
    15
    P
    Phosphorus
    30.973762
    16
    S
    Sulfur
    32.065
    17
    Cl
    Chlorine
    35.453
    18
    Ar
    Argon
    39.948
    19
    K
    Potassium
    39.948
    20
    Ca
    Calcium
    40.078
    21
    Sc
    Scandium
    44.955912
    22
    Ti
    Titanium
    47.867
    23
    V
    Vanadium
    50.9415
    24
    Cr
    Chromium
    51.9961
    25
    Mn
    Manganese
    54.938045
    26
    Fe
    Iron
    55.845
    27
    Co
    Cobalt
    58.933195
    28
    Ni
    Nickel
    58.6934
    29
    Cu
    Copper
    63.546
    30
    Zn
    Zinc
    65.38
    31
    Ga
    Gallium
    69.723
    32
    Ge
    Germanium
    72.63
    33
    As
    Arsenic
    74.9216
    34
    Se
    Selenium
    78.96
    35
    Br
    Bromine
    79.904
    36
    Kr
    Krypton
    83.798
    37
    Rb
    Rubidium
    85.4678
    38
    Sr
    Strontium
    87.62
    39
    Y
    Yttrium
    88.90585
    40
    Zr
    Zirconium
    91.224
    41
    Nb
    Niobium
    92.90628
    42
    Mo
    Molybdenum
    95.96
    43
    Tc
    Technetium
    (98)
    44
    Ru
    Ruthenium
    101.07
    45
    Rh
    Rhodium
    102.9055
    46
    Pd
    Palladium
    106.42
    47
    Ag
    Silver
    107.8682
    48
    Cd
    Cadmium
    112.411
    49
    In
    Indium
    114.818
    50
    Sn
    Tin
    118.71
    51
    Sb
    Antimony
    121.76
    52
    Te
    Tellurium
    127.6
    53
    I
    Iodine
    126.90447
    54
    Xe
    Xenon
    131.293
    55
    Cs
    Caesium
    132.9054
    56
    Ba
    Barium
    132.9054
    57
    La
    Lanthanum
    138.90547
    58
    Ce
    Cerium
    140.116
    59
    Pr
    Praseodymium
    140.90765
    60
    Nd
    Neodymium
    144.242
    61
    Pm
    Promethium
    (145)
    62
    Sm
    Samarium
    150.36
    63
    Eu
    Europium
    151.964
    64
    Gd
    Gadolinium
    157.25
    65
    Tb
    Terbium
    158.92535
    66
    Dy
    Dysprosium
    162.5
    67
    Ho
    Holmium
    164.93032
    68
    Er
    Erbium
    167.259
    69
    Tm
    Thulium
    168.93421
    70
    Yb
    Ytterbium
    173.054
    71
    Lu
    Lutetium
    174.9668
    72
    Hf
    Hafnium
    178.49
    73
    Ta
    Tantalum
    180.94788
    74
    W
    Tungsten
    183.84
    75
    Re
    Rhenium
    186.207
    76
    Os
    Osmium
    190.23
    77
    Ir
    Iridium
    192.217
    78
    Pt
    Platinum
    195.084
    79
    Au
    Gold
    196.966569
    80
    Hg
    Mercury
    200.59
    81
    Tl
    Thallium
    204.3833
    82
    Pb
    Lead
    207.2
    83
    Bi
    Bismuth
    208.9804
    84
    Po
    Polonium
    (209)
    85
    At
    Astatine
    (210)
    86
    Rn
    Radon
    (222)
    87
    Fr
    Francium
    (223)
    88
    Ra
    Radium
    (226)
    89
    Ac
    Actinium
    (227)
    90
    Th
    Thorium
    232.03806
    91
    Pa
    Protactinium
    231.0588
    92
    U
    Uranium
    238.02891
    93
    Np
    Neptunium
    (237)
    94
    Pu
    Plutonium
    (244)
    95
    Am
    Americium
    (243)
    96
    Cm
    Curium
    (247)
    97
    Bk
    Berkelium
    (247)
    98
    Cf
    Californium
    (251)
    99
    Es
    Einstenium
    (252)
    100
    Fm
    Fermium
    (257)
    101
    Md
    Mendelevium
    (258)
    102
    No
    Nobelium
    (259)
    103
    Lr
    Lawrencium
    (262)
    104
    Rf
    Rutherfordium
    (267)
    105
    Db
    Dubnium
    (268)
    106
    Sg
    Seaborgium
    (271)
    107
    Bh
    Bohrium
    (272)
    108
    Hs
    Hassium
    (270)
    109
    Mt
    Meitnerium
    (276)
    110
    Ds
    Darmstadium
    (281)
    111
    Rg
    Roentgenium
    (280)
    112
    Cn
    Copernicium
    (285)
    113
    Uut
    Unutrium
    (284)
    114
    Fl
    Flerovium
    (289)
    115
    Uup
    Ununpentium
    (288)
    116
    Lv
    Livermorium
    (293)
    117
    Uus
    Ununseptium
    (294)
    118
    Uuo
    Ununoctium
    (294)