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Sili Deng

Identifiers

  • name variant Sili Deng 0.60 · backfill

Papers (18)

  1. Latent Generative Solvers for Generalizable Long-Term Physics Simulation cs.AI · 2026 · author #2
  2. Learning continuous state of charge dependent thermal decomposition kinetics for Li-ion cathodes using Kolmogorov-Arnold Chemical Reaction Neural Networks (KA-CRNNs) physics.chem-ph · 2025 · author #2
  3. Kolmogorov-Arnold Chemical Reaction Neural Networks for learning pressure-dependent kinetic rate laws physics.chem-ph · 2025 · author #2
  4. Flow marching for a generative PDE foundation model cs.LG · 2025 · author #2
  5. ChemKANs for Combustion Chemistry Modeling and Acceleration cs.LG · 2025 · author #3
  6. LeanKAN: A Parameter-Lean Kolmogorov-Arnold Network Layer with Improved Memory Efficiency and Convergence Behavior cs.LG · 2025 · author #3
  7. KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics cs.LG · 2024 · author #3
  8. Kinetics Parameter Optimization via Neural Ordinary Differential Equations physics.chem-ph · 2022 · author #5
  9. KiNet: A Deep Neural Network Representation of Chemical Kinetics physics.comp-ph · 2021 · author #2
  10. Neural Differential Equations for Inverse Modeling in Model Combustors physics.flu-dyn · 2021 · author #6
  11. Arrhenius.jl: A Differentiable Combustion SimulationPackage physics.chem-ph · 2021 · author #9
  12. Autonomous Kinetic Modeling of Biomass Pyrolysis using Chemical Reaction Neural Networks physics.chem-ph · 2021 · author #4
  13. Machine Learning Approaches to Learn HyChem Models physics.chem-ph · 2021 · author #4
  14. Inference of cell dynamics on perturbation data using adjoint sensitivity q-bio.MN · 2021 · author #6
  15. Stiff Neural Ordinary Differential Equations math.NA · 2021 · author #3
  16. Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics math.NA · 2020 · author #5
  17. Autonomous Discovery of Unknown Reaction Pathways from Data by Chemical Reaction Neural Network q-bio.MN · 2020 · author #2
  18. Kinetic Similarity between Extinction Strain Rate and Laminar Flame Speed physics.flu-dyn · 2020 · author #4

Mentions

  • 2504.12580 #3 · arxiv_oai · confidence 0.70 Sili Deng
  • 2502.17844 #3 · arxiv_oai · confidence 0.70 Sili Deng
  • 2407.04192 #3 · arxiv_oai · confidence 0.70 Sili Deng
  • 2104.07875 #4 · arxiv_oai · confidence 0.70 Sili Deng
  • 2209.01862 #5 · arxiv_oai · confidence 0.70 Sili Deng
  • 2105.11397 #4 · arxiv_oai · confidence 0.70 Sili Deng
  • 2011.04520 #5 · arxiv_oai · confidence 0.70 Sili Deng
  • 2103.15341 #3 · arxiv_oai · confidence 0.70 Sili Deng
  • 2108.00455 #2 · arxiv_oai · confidence 0.70 Sili Deng
  • 2107.11510 #6 · arxiv_oai · confidence 0.70 Sili Deng
  • 2107.06172 #9 · arxiv_oai · confidence 0.70 Sili Deng
  • 2104.06467 #6 · arxiv_oai · confidence 0.70 Sili Deng
  • 2002.09062 #2 · arxiv_oai · confidence 0.70 Sili Deng
  • 2001.05367 #4 · arxiv_oai · confidence 0.70 Sili Deng

Frequent Coauthors