Liu Yang
发表
I. Kevrekidis,
G. Karniadakis,
P. Perdikaris,
2021,
Nature Reviews Physics.
Rudrasis Chakraborty,
Soren Hauberg,
Baba Vemuri,
2017,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Liu Yang,
George Em Karniadakis,
Xuhui Meng,
2020,
J. Comput. Phys..
Liu Yang,
Rudrasis Chakraborty,
Vikas Singh,
2020,
AAAI.
Liu Yang,
George E. Karniadakis,
Dongkun Zhang,
2018,
SIAM J. Sci. Comput..
Liu Yang,
Michael S Triantafyllou,
George Em Karniadakis,
2020,
Proceedings of the National Academy of Sciences.
George Em Karniadakis,
Xuhui Meng,
Zhiping Mao,
2021,
J. Comput. Phys..
Prabhat,
Liu Yang,
Thorsten Kurth,
2019,
2019 IEEE/ACM Third Workshop on Deep Learning on Supercomputers (DLS).
Liu Yang,
Guofei Pang,
George E. Karniadakis,
2018,
J. Comput. Phys..
S. Osher,
Liu Yang,
Tingwei Meng,
2023,
2304.07993.
Solving Inverse Stochastic Problems from Discrete Particle Observations Using the Fokker-Planck Equation and Physics-informed Neural Networks
pdf
Liu Yang,
George Em Karniadakis,
Jinqiao Duan,
2020,
SIAM J. Sci. Comput..
Generative Ensemble-Regression: Learning Stochastic Dynamics from Discrete Particle Ensemble Observations
pdf
Liu Yang,
George Em Karniadakis,
Constantinos Daskalakis,
2020,
ArXiv.
S. Osher,
Liu Yang,
Tingwei Meng,
2023,
ArXiv.
George Em Karniadakis,
Liu Yang,
G. Karniadakis,
2019,
IEEE Transactions on Neural Networks and Learning Systems.
Liu Yang,
Ruonan Zhang,
Long Yu,
2018,
Automatic Control and Computer Sciences.
A. Wills,
I. Kevrekidis,
G. Karniadakis,
2021,
Nature Reviews Physics.
G. Karniadakis,
Liu Yang,
Xuhui Meng,
2020,
J. Comput. Phys..
S. Osher,
Liu Yang,
Tingwei Meng,
2023,
ArXiv.
S. Osher,
Liu Yang,
Tingwei Meng,
2023,
Proceedings of the National Academy of Sciences of the United States of America.