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
15k
4

 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

More Decks by horiem

See All by horiem
Continuous Simplicial Neural Networks
Avatar for horiem yellowshippo
1
720
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
410
ICML 読み会: Graph Neural PDE Solvers with Conservation and Similarity-Equivariance
Avatar for horiem yellowshippo
1
590
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
3.2k
Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions
Avatar for horiem yellowshippo
1
810
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
3.1k

Other Decks in Technology

See All in Technology
Agents CLI と Gemini Enterprise Agent Platform で マルチエージェント開発が楽しくなる！
Avatar for Kaz kaz1437
0
200
Practical TypeProf: Lessons from Analyzing Optcarrot
Avatar for Yusuke Endoh mame
1
1.6k
Forget technical debt
Avatar for Uwe Friedrichsen ufried
0
140
Building a Study Buddy AI Agent from Scratch: From Passive Chatbots to Autonomous Systems
Avatar for Patrick Eichler itchimonji
0
110
巨大プラットフォームを進化させる「第3のROI」
Avatar for Recruit recruitengineers
PRO
2
2k
国内外の生成AIセキュリティの最新動向 & AIガードレール製品「chakoshi」のご紹介 / Latest Trends in Generative AI Security (Domestic & International) & Introduction to AI Guardrail Product "chakoshi"
Avatar for NTT docomo Business nttcom
4
1.6k
AWS Transform CustomでIaCコードを自由自在に変換しよう
Avatar for k-kun duelist2020jp
0
220
バイブコーディングで3倍早く⚪⚪を作ってみた
Avatar for Sam Akada samakada
0
200
AI時代 に増える データ活用先
Avatar for ono.takayuki takahal
0
350
Chasing Real-Time Observability for CRuby
Avatar for White-Green whitegreen
0
620
小説執筆のハーネスエンジニアリング
Avatar for osushi_cr yoshitetsu
0
890
ボトムアップの改善の火を灯し続けろ！〜支援現場で学んだ、消えないための3つの打ち手〜 / 20260509 Kazuki Mori
Avatar for SHIFT EVOLVE shift_evolve
PRO
1
220

Featured

See All Featured
エンジニアに許された特別な時間の終わり
Avatar for watany watany
106
240k
Visualization
Avatar for Eitan Lees eitanlees
150
17k
ReactJS: Keep Simple. Everything can be a component!
Avatar for Pedro Nauck pedronauck
666
130k
Faster Mobile Websites
Avatar for Dean Hume deanohume
310
31k
[SF Ruby Conf 2025] Rails X
Avatar for Vladimir Dementyev palkan
2
990
Why You Should Never Use an ORM
Avatar for John Nunemaker jnunemaker
PRO
61
9.8k
Build The Right Thing And Hit Your Dates
Avatar for Maggie C. maggiecrowley
39
3.1k
What the history of the web can teach us about the future of AI
Avatar for Ines Montani inesmontani
PRO
1
530
From Legacy to Launchpad: Building Startup-Ready Communities
Avatar for Dug Song dugsong
0
200
What does AI have to do with Human Rights?
Avatar for Per Axbom axbom
PRO
1
2.1k
Agile Leadership in an Agile Organization
Avatar for Dr. Kim W Petersen kimpetersen
PRO
0
140
Practical Orchestrator
Avatar for Shlomi Noach shlominoach
191
11k

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