Weiqi Ji

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 7

Top Topics

Chemical Reaction

Back Propagation

Linear Subspace

Top Venues

AAAI Spring Symposium: MLPS

Publications

Weiqi Ji, Bo Yuan, Ciyue Shen, Aviv Regev, Chris Sander, Sili Deng
Inference of cell dynamics on perturbation data using adjoint sensitivity. CoRR (2021)
Weiqi Ji, Franz Richter, Michael J. Gollner, Sili Deng
Autonomous Kinetic Modeling of Biomass Pyrolysis using Chemical Reaction Neural Networks. CoRR (2021)
Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics. AAAI Spring Symposium: MLPS (2021)
Suyong Kim, Weiqi Ji, Sili Deng, Christopher Rackauckas
Stiff Neural Ordinary Differential Equations. CoRR (2021)
Weiqi Ji, Sili Deng
Autonomous Discovery of Unknown Reaction Pathways from Data by Chemical Reaction Neural Network. CoRR (2020)
Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics. CoRR (2020)
Weiqi Ji, Zhuyin Ren, Chung K. Law
Uncertainty Propagation in Deep Neural Network Using Active Subspace. CoRR (2019)