Workshop on Topological AI and Applications
Artificial intelligence (AI) has fundamentally changed the landscape of science, engineering, and technology in the past decade and holds great promise for data-driven discovery. However, AI-based discovery encounters challenges arising from the intricate complexity, high dimensionality, nonlinearity, and multiscale nature of many datasets, particularly those from biological science. Rooted in algebraic, differential, and geometric topologies, topological data analysis (TDA) addresses these challenges in a unique manner that cannot be achieved by any other mathematical, physical, or statistical means. Topological AI is a new paradigm in data science and the frontier in rational learning. It has found successful applications in various fields such as science, engineering, medicine, defense, and industry. This workshop will bring together researchers from mathematics, computer science, and various applied sciences to exchange ideas and foster collaborations.
Organizing Institution: Beijing Key Laboratory of Topological Statistics and Applications for Complex Systems, BIMSA
Organizing Institution: Beijing Key Laboratory of Topological Statistics and Applications for Complex Systems, BIMSA
Organizers
Feng Chun Lei
, Xinqi Gong
, Guo-Wei Wei
,
Jie Wu
,
Rong Ling Wu
,
Jing Yan Li
,
Ran Liu
,
Tina Tian
Date
3rd ~ 4th July, 2025
Location
Weekday | Time | Venue | Online | ID | Password |
---|---|---|---|---|---|
Thursday,Friday | 09:00 - 18:00 | A6-101 | ZOOM 07 | 559 700 6085 | BIMSA |