Kamyar Azizzadenesheli
Purdue University
H-index: 34
North America-United States
Top articles of Kamyar Azizzadenesheli
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Physics-informed neural networks for sampling | Jingtong Sun Julius Berner Kamyar Azizzadenesheli Anima Anandkumar | 2024/3/3 | |
Neural Operators with Localized Integral and Differential Kernels | arXiv preprint arXiv:2402.16845 | Miguel Liu-Schiaffini Julius Berner Boris Bonev Thorsten Kurth Kamyar Azizzadenesheli | 2024/2/26 |
Timing as an Action: Learning When to Observe and Act | Helen Zhou Audrey Huang Kamyar Azizzadenesheli David Childers Zachary Lipton | 2024/4/18 | |
Geometry-informed neural operator for large-scale 3d pdes | Advances in Neural Information Processing Systems (NeurIPS) | Zongyi Li Nikola Borislavov Kovachki Chris Choy Boyi Li Jean Kossaifi | 2023 |
Neural operators for accelerating scientific simulations and design | Kamyar Azizzadenesheli Nikola Kovachki Zongyi Li Miguel Liu-Schiaffini Jean Kossaifi | 2024/4/8 | |
Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction | arXiv preprint arXiv:2402.01960 | Ziqi Ma Kamyar Azizzadenesheli Anima Anandkumar | 2024/2/2 |
Universal Functional Regression with Neural Operator Flows | arXiv preprint arXiv:2404.02986 | Yaozhong Shi Angela F Gao Zachary E Ross Kamyar Azizzadenesheli | 2024/4/3 |
Equivariant Graph Neural Operator for Modeling 3D Dynamics | arXiv preprint arXiv:2401.11037 | Minkai Xu Jiaqi Han Aaron Lou Jean Kossaifi Arvind Ramanathan | 2024/1/19 |
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs | arXiv preprint arXiv:2403.12553 | Md Ashiqur Rahman Robert Joseph George Mogab Elleithy Daniel Leibovici Zongyi Li | 2024/3/19 |
Artificial intelligence for science in quantum, atomistic, and continuum systems | arXiv preprint arXiv:2307.08423 | Xuan Zhang Limei Wang Jacob Helwig Youzhi Luo Cong Fu | 2023/7/17 |
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo | Haque Ishfaq Qingfeng Lan Pan Xu A Rupam Mahmood Doina Precup | 2023/5/29 | |
Guaranteed Approximation Bounds for Mixed-Precision Neural Operators | Renbo Tu Colin White Jean Kossaifi Boris Bonev Gennady Pekhimenko | 2023/10/13 | |
Phase Neural Operator for Multi‐Station Picking of Seismic Arrivals | Geophysical Research Letters | Hongyu Sun Zachary E Ross Weiqiang Zhu Kamyar Azizzadenesheli | 2023/12/28 |
Neural mixture model association of seismic phases | arXiv preprint arXiv:2301.02597 | Zachary E Ross Weiqiang Zhu Kamyar Azizzadenesheli | 2023/1/6 |
Reward Selection with Noisy Observations | arXiv preprint arXiv:2307.05953 | Kamyar Azizzadenesheli Trung Dang Aranyak Mehta Alexandros Psomas Qian Zhang | 2023/7/12 |
Pretraining Neural-Networks with Neural-Fly for Rapid Online Learning | Michael O'Connell Guanya Shi Xichen Shi Kamyar Azizzadenesheli Anima Anandkumar | 2023/5/8 | |
Multi-Grid Tensorized Fourier Neural Operator for High-Resolution PDEs | arXiv preprint arXiv:2310.00120 | Jean Kossaifi Nikola Kovachki Kamyar Azizzadenesheli Anima Anandkumar | 2023/9/29 |
KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Discrete-Time Systems | Sahin Lale Yuanyuan Shi Guannan Qu Kamyar Azizzadenesheli Adam Wierman | 2023/12/13 | |
Fast sampling of diffusion models via operator learning | Hongkai Zheng Weili Nie Arash Vahdat Kamyar Azizzadenesheli Anima Anandkumar | 2023/7/3 | |
Next-generation seismic monitoring with neural operators | arXiv preprint arXiv:2305.03269 | Hongyu Sun Zachary E Ross Weiqiang Zhu Kamyar Azizzadenesheli | 2023/5/5 |
Co-Authors
