Follow
Zongyi Li
Title
Cited by
Cited by
Year
Fourier neural operator for parametric partial differential equations
Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ...
International Conference on Learning Representations, 2021, 2020
16492020
Neural operator: Graph kernel network for partial differential equations
Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ...
ICLR 2020 Workshop on Integration of Deep Neural Models and Differential …, 2020
5582020
Neural operator: Learning maps between function spaces
N Kovachki, Z Li, B Liu, K Azizzadenesheli, K Bhattacharya, A Stuart, ...
Journal of Machine Learning Research, (89):1−97, 2023., 2021
482*2021
Fourcastnet: A global data-driven high-resolution weather model using adaptive fourier neural operators
J Pathak, S Subramanian, P Harrington, S Raja, A Chattopadhyay, ...
arXiv preprint arXiv:2202.11214, 2022
3282022
Multipole graph neural operator for parametric partial differential equations
Z Li, N Kovachki, K Azizzadenesheli, B Liu, A Stuart, K Bhattacharya, ...
Advances in Neural Information Processing Systems 33, 6755-6766, 2020
2992020
Physics-informed neural operator for learning partial differential equations
Z Li, H Zheng, N Kovachki, D Jin, H Chen, B Liu, K Azizzadenesheli, ...
ACM/JMS Journal of Data Science, 2021
2392021
U-FNO—An enhanced Fourier neural operator-based deep-learning model for multiphase flow
G Wen, Z Li, K Azizzadenesheli, A Anandkumar, SM Benson
Advances in Water Resources 163, 104180, 2022
2132022
Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers
J Guibas, M Mardani, Z Li, A Tao, A Anandkumar, B Catanzaro
International Conference on Learning Representations, 2022, 2021
188*2021
Fourier neural operator with learned deformations for pdes on general geometries
Z Li, DZ Huang, B Liu, A Anandkumar
Journal of Machine Learning Research 24 (388), 1-26, 2023
1062023
Markov neural operators for learning chaotic systems
Z Li, M Liu-Schiaffini, N Kovachki, K Azizzadenesheli, B Liu, ...
Advances in Neural Information Processing Systems, 2022, 2021
70*2021
A learning-based multiscale method and its application to inelastic impact problems
B Liu, N Kovachki, Z Li, K Azizzadenesheli, A Anandkumar, A Stuart, ...
Journal of the Mechanics and Physics of Solids, 2021
492021
Fourier neural operator for parametric partial differential equations (2020)
Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ...
arXiv preprint arXiv:2010.08895, 2010
492010
Real-time high-resolution CO 2 geological storage prediction using nested Fourier neural operators
G Wen, Z Li, Q Long, K Azizzadenesheli, A Anandkumar, SM Benson
Energy & Environmental Science 16 (4), 1732-1741, 2023
26*2023
Generic lithography modeling with dual-band optics-inspired neural networks
H Yang, Z Li, K Sastry, S Mukhopadhyay, M Kilgard, A Anandkumar, ...
Proceedings of the 59th ACM/IEEE Design Automation Conference, 973-978, 2022
202022
Geometry-informed neural operator for large-scale 3d pdes
Z Li, N Kovachki, C Choy, B Li, J Kossaifi, S Otta, MA Nabian, M Stadler, ...
Advances in Neural Information Processing Systems 36, 2024
182024
The nonlocal neural operator: Universal approximation
S Lanthaler, Z Li, AM Stuart
arXiv preprint arXiv:2304.13221, 2023
172023
Intelligent Resolution: Integrating Cryo-EM with AI-driven Multi-resolution Simulations to Observe the SARS-CoV-2 Replication-Transcription Machinery in Action
A Trifan, D Gorgun, Z Li, A Brace, M Zvyagin, H Ma, AR Clyde, DA Clark, ...
bioRxiv, 2021
122021
Forecasting subcritical cylinder wakes with Fourier Neural Operators
PI Renn, C Wang, S Lale, Z Li, A Anandkumar, M Gharib
arXiv preprint arXiv:2301.08290, 2023
112023
Incremental fourier neural operator
J Zhao, RJ George, Y Zhang, Z Li, A Anandkumar
arXiv preprint arXiv:2211.15188, 2022
112022
Machine learning accelerated pde backstepping observers
Y Shi, Z Li, H Yu, D Steeves, A Anandkumar, M Krstic
2022 IEEE 61st Conference on Decision and Control (CDC), 5423-5428, 2022
92022
The system can't perform the operation now. Try again later.
Articles 1–20