Generative AI meets Structural Biology: Equilibrium Distribution Prediction

Microsoft Research Forum, January 30, 2024

Shuxin Zheng, Principal Researcher at Microsoft Research AI4Science presents how his team uses generative AI to solve a long-standing challenge in structural biology and molecular science—predicting equilibrium distribution for molecular systems.

See more at https://aka.ms/ResearchForum-Jan2024 (opens in new tab)

专题：: Microsoft Research Forum
日期：: 2024年1月30日
演讲者：: Shuxin Zheng
所属机构：: Microsoft Research AI4Science

- Shuxin Zheng
  
  Principal Researcher
研究领域
- Artificial intelligence
研究院
- Microsoft Research AI for Science
项目
- Graphormer
论文与出版物
- Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning

系列： Microsoft Research Forum

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A generative model of biology for in-silico experimentation and discovery
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Research Forum 4 | Keynote: Phi-3-Vision: A highly capable and "small" language vision model
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AutoGen Update: Complex Tasks and Agents
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MatterGen: A Generative Model for Materials Design
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Insights into the Challenges and Opportunities of Large Multi-Modal Models for Blind and Low Vision Users: CLIP
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Research Forum 3 | Panel: Generative AI for Global Impact: Challenges and Opportunities
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Research Forum 3 | Keynote: Building Globally Equitable AI
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Research Forum 2 | Panel Discussion: Transforming the Natural Sciences with AI
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Bonnie Kruft,

Alex Lu,

Tristan Naumann

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Research Forum 2 | Keynote: The Revolution in Scientific Discovery
March 5, 2024
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Christopher Bishop
Kahani: Visual Storytelling through Culturally Nuanced Images
January 30, 2024
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Generative AI meets Structural Biology: Equilibrium Distribution Prediction
January 30, 2024
Speakers:

Shuxin Zheng
Research Forum: Panel Discussion: AI Frontiers
January 30, 2024
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Ashley Llorens,

Sébastien Bubeck,

Ahmed Awadallah

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Research Forum: Closing Remarks and Announcements
January 30, 2024
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Ashley Llorens
Evaluation and Understanding of Foundation Models
January 30, 2024
Speakers:

Besmira Nushi