Upgrade to Pro — share decks privately, control downloads, hide ads and more …

物理シミュレーションの機械学習
に関する近年の動向と研究紹介

Avatar for horiem horiem
December 18, 2020
Technology
4
15k

 物理シミュレーションの機械学習
に関する近年の動向と研究紹介

Nature Architects オープンオフィス第 4 回

Avatar for horiem

horiem

December 18, 2020
Tweet

More Decks by horiem

See All by horiem
Continuous Simplicial Neural Networks
Avatar for horiem yellowshippo
1
660
局所保存性・相似変換対称性を満たす機械学習モデルによる数値流体力学
Avatar for horiem yellowshippo
1
360
ICML 読み会: Graph Neural PDE Solvers with Conservation and Similarity-Equivariance
Avatar for horiem yellowshippo
1
530
物理シミュレーションと数理最適化の知見を導入した機械学習手法
Avatar for horiem yellowshippo
1
1.8k
対称性のある機械学習による物理現象の解析
Avatar for horiem yellowshippo
5
3.1k
Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions
Avatar for horiem yellowshippo
1
770
物理現象の性質を反映させたグラフニューラルネットワークによる偏微分方程式の学習
Avatar for horiem yellowshippo
2
1.2k
有限要素法を機械学習したい！
Avatar for horiem yellowshippo
0
3.9k
Julia と微分方程式でメシを食う
Avatar for horiem yellowshippo
1
3k

Other Decks in Technology

See All in Technology
投資戦略を量産せよ 2 - マケデコセミナー(2025/12/26)
Avatar for tomo gamella
1
630
BidiAgent と Nova 2 Sonic から​考える音声 AI について
Avatar for Yuuki Yamashita yama3133
2
150
名刺メーカーDevグループ 紹介資料
Avatar for Sansan, Inc. sansan33
PRO
0
1k
「駆動」って言葉、なんかカッコイイ_Mitz
Avatar for comucal comucal
PRO
0
140
Claude Codeを使った情報整理術
Avatar for 西岡 賢一郎 (Kenichiro Nishioka) knishioka
20
12k
戰略轉變：從建構 AI 代理人到發展可擴展的技能生態系統
Avatar for Bo-Yi Wu appleboy
0
190
AWS re:Invent2025最新動向まとめ（NRIグループre:Cap 2025）
Avatar for KoheiGamo gamogamo
0
160
I tried making a solo advent calendar!
Avatar for otsuka zzzzico
0
140
わが10年の叡智をぶつけたカオスなクラウドインフラが、なくなるということ。
Avatar for Hisashi SOGA sogaoh
PRO
1
380
CQRS/ESになぜアクターモデルが必要なのか
Avatar for かとじゅん j5ik2o
0
760
AWS re:Invent 2025 を振り返る
Avatar for kazzpapa3 kazzpapa3
2
110
会社紹介資料 / Sansan Company Profile
Avatar for Sansan, Inc. sansan33
PRO
11
390k

Featured

See All Featured
Rails Girls Zürich Keynote
Avatar for Gregor Martynus gr2m
95
14k
Save Time (by Creating Custom Rails Generators)
Avatar for Garrett Dimon garrettdimon
PRO
32
1.9k
Visual Storytelling: How to be a Superhuman Communicator
Avatar for David Neal reverentgeek
2
410
Skip the Path - Find Your Career Trail
Avatar for Mark Kilby mkilby
0
39
Why Mistakes Are the Best Teachers: Turning Failure into a Pathway for Growth
Avatar for Umar Saidu Auna auna
0
35
sira's awesome portfolio website redesign presentation
Avatar for ElsiraPls elsirapls
0
110
4 Signs Your Business is Dying
Avatar for Josh Pigford shpigford
187
22k
Abbi's Birthday
Avatar for Violet Bock coloredviolet
0
4.2k
Lightning Talk: Beautiful Slides for Beginners
Avatar for Ines Montani inesmontani
PRO
1
420
How to Think Like a Performance Engineer
Avatar for Harry Roberts csswizardry
28
2.4k
Principles of Awesome APIs and How to Build Them.
Avatar for Keavy McMinn keavy
127
17k
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs
Avatar for Ines Montani inesmontani
PRO
3
2.8k

Transcript

  1. None
  2. None
  3. None
  4. None
  5. None
  6. None
  7. None
  8. None
  9. None
  10. None
  11. None
  12. None
  13. None
  14. None
  15. None
  16. None
  17. None
  18. None
  19. None
  20. None
  21. None
  22. None
  23. None
  24. None
  25. None
  26. None
  27. None
  28. None
  29. None
  30. None
  31. None
  32. None
  33. None
  34. None
  35. None
  36. None
  37. None
  38. None
  39. None
  40. None
  41. None
  42. None
  43. None
  44. None
  45. None
  46. None
  47. None
  48. None
  49. None
  50. None
  51. None
  52. None
  53. None
  54. None
  55. None
  56. None
  57. None
  58. None
  59. None
  60. None
  61. None
  62. None
  63. None
  64. None
  65. None
  66. None
  67. None
  68. None
  69. None
  70. None
  71. None
  72. None
  73. None
  74. None
  75. None
  76. None
  77. None
  78. None
  79. None
  80. None
  81. None
  82. None
  83. None
  84. None
  85. None
  86. None
  87. None
  88. None
  89. None
  90. None
  91. None