Research Summary
AI algorithms, AI+Science, Neural Operators, PDE, Tensor Methods
Publications
- Lale, Sahin;Renn, Peter I. et al. (2024) FALCON: Fourier Adaptive Learning and Control for Disturbance Rejection Under Extreme Turbulencenpj Robotics
- McClain Gomez, Abigail;Patti, Taylor L. et al. (2024) Near-term distributed quantum computation using mean-field corrections and auxiliary qubitsQuantum Science and Technology
- Gopakumar, Vignesh;Pamela, Stanislas et al. (2024) Plasma surrogate modelling using Fourier neural operatorsNuclear Fusion
- Azizzadenesheli, Kamyar;Kovachki, Nikola et al. (2024) Neural operators for accelerating scientific simulations and designNature Reviews Physics
- Li, Zongyi;Zheng, Hongkai et al. (2024) Physics-Informed Neural Operator for Learning Partial Differential EquationsACM / IMS Journal of Data Science
- Qiao, Zhuoran;Nie, Weili et al. (2024) State-specific protein–ligand complex structure prediction with a multiscale deep generative modelNature Machine Intelligence
- Zhou, Tingtao;Wan, Xuan et al. (2024) AI-aided geometric design of anti-infection cathetersScience Advances
- Luo, Zelun;Zou, Yuliang et al. (2024) Differentially Private Video Activity Recognition
- Zheng, Zhiling;Alawadhi, Ali H. et al. (2023) Shaping the Water-Harvesting Behavior of Metal–Organic Frameworks Aided by Fine-Tuned GPT ModelsJournal of the American Chemical Society
- Feng, Jie;Shi, Yuanyuan et al. (2023) Stability Constrained Reinforcement Learning for Decentralized Real-Time Voltage ControlIEEE Transactions on Control of Network Systems