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1640 积分 2021-02-23 加入
CRK-PINN: A physics-informed neural network for solving combustion reaction kinetics ordinary differential equations
3天前
已完结
A physics-informed neural network approach to parameter estimation of lithium-ion battery electrochemical model
3天前
已完结
Physics-Enhanced Neural Ordinary Differential Equations: Application to Industrial Chemical Reaction Systems
3天前
已完结
Adaptive residual splitting in PINNs for solving complex PDEs
3天前
已完结
Guaranteed Mass-Conserving Deep Learning Model for Stiff Kinetics in Atmospheric Chemistry
3天前
已完结
Assessing the Performance of Various Stochastic Optimization Methods on Chemical Kinetic Modeling of Combustion
3天前
已完结
Clustering-Enhanced Deep Learning Method for Computation of Full Detailed Thermochemical States via Solver-Based Adaptive Sampling
3天前
已完结
Enabling Structure-Only Initialization and Out-of-Distribution Generalization in GNN-based Molecular Dynamics Simulators
3天前
已完结
Neural Network Approaches to Inverse Problems in Chemical Kinetics
3天前
已完结
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