WJ
Weiqi Ji
cs.LGphysics.chem-phphysics.comp-phphysics.flu-dyncs.NAeess.SPmath.NAq-bio.MNstat.MLcs.CV
On Valency
published · living versionsW_xyn9nzum·v1 · currentpublished
Performance Monitoring of Proton Exchange Membrane Water Electrolyzer by Transformers-Based Machine Learning Model
with Bingqing Chen, Ivan Batalov, Qiu Chen, Lei Cheng
1 version
Preprints & journals
14 papers in the corpus · 2019–2026Performance Monitoring of Proton Exchange Membrane Water Electrolyzer by Transformers-Based Machine Learning Model2605.19107v1 · Bingqing Chen, Ivan Batalov, Qiu Chen et al.2026 · 0 citationsarXivon Valency
Kinetics Parameter Optimization via Neural Ordinary Differential Equations2209.01862v1 · Xingyu Su, Weiqi Ji, Jian An et al.2022 · 2 citationsarXiv
Stiff neural ordinary differential equations.34598467 · Kim, Suyong, Ji, Weiqi, Deng, Sili et al.2021 · 178 citationsChaos (Woodbury, N.Y.). 2021;31(9):093122
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics.34463510 · Ji, Weiqi, Qiu, Weilun, Shi, Zhiyu et al.2021 · 311 citationsThe journal of physical chemistry. A. 2021;125(36):8098-8106
KiNet: A Deep Neural Network Representation of Chemical Kinetics2108.00455v1 · Weiqi Ji, Sili Deng2021 · 10 citationsarXiv
Neural Differential Equations for Inverse Modeling in Model Combustors2107.11510v1 · Xingyu Su, Weiqi Ji, Long Zhang et al.2021 · 0 citationsarXiv
Arrhenius.jl: A Differentiable Combustion SimulationPackage2107.06172v1 · Weiqi Ji, Xingyu Su, Bin Pang et al.2021 · 5 citationsarXiv
Autonomous Kinetic Modeling of Biomass Pyrolysis using Chemical Reaction Neural Networks2105.11397v2 · Weiqi Ji, Franz Richter, Michael J. Gollner et al.2021 · 100 citationsarXiv
Machine Learning Approaches to Learn HyChem Models2104.07875v1 · Weiqi Ji, Julian Zanders, Ji-Woong Park et al.2021 · 5 citationsFuel, Volume 324, Part B, 2022
Inference of cell dynamics on perturbation data using adjoint sensitivity2104.06467v1 · Weiqi Ji, Bo Yuan, Ciyue Shen et al.2021 · 0 citationsarXiv
Autonomous Discovery of Unknown Reaction Pathways from Data by Chemical Reaction Neural Network.33471526 · Ji, Weiqi, Deng, Sili2021 · 163 citationsThe journal of physical chemistry. A. 2021;125(4):1082-1092
Kinetic Similarity between Extinction Strain Rate and Laminar Flame Speed2001.05367v1 · Weiqi Ji, Tianwei Yang, Zhuyin Ren et al.2020 · 13 citationsCombustion and Flame 220 (2020) 16-22
Erratum: Author Correction: Machine learning model to project the impact of COVID-19 on US motor gasoline demand.33052987 · Ou, Shiqi, He, Xin, Ji, Weiqi et al.2022 · 34 citationsNature energy. 2020;5(12):1051-1052
Uncertainty Propagation in Deep Neural Network Using Active Subspace1903.03989v2 · Weiqi Ji, Zhuyin Ren, Chung K. Law2019 · 4 citationsarXiv
Career total: 42 works. 14 are in this corpus.
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