Sili Deng

18 papers Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
3-D Representations for Hyperspectral Flame Tomography.
CoRR
Nicolas Tricard, Zituo Chen, Sili Deng
2026 J jnl
GLU: Global-Local-Uncertainty Fusion for Scalable Spatiotemporal Reconstruction and Forecasting.
CoRR
Linzheng Wang, Jason Chen, Nicolas Tricard, Zituo Chen, Sili Deng
2026 J jnl
Latent Generative Solvers for Generalizable Long-Term Physics Simulation.
CoRR
Zituo Chen, Haixu Wu, Sili Deng
2026 J jnl
Learning multi-physical system on a unified manifold by collaboratively fused features.
Eng. Appl. Artif. Intell.
Linzheng Wang, Zituo Chen, Yaojun Li, Ruiqu Deng, Ruizhi Zhang, Yonghao Luo, Lu Lu, Sili Deng
2025 J jnl
ChemKANs for Combustion Chemistry Modeling and Acceleration.
CoRR
Benjamin C. Koenig, Suyong Kim, Sili Deng
2025 J jnl
Flow marching for a generative PDE foundation model.
CoRR
Zituo Chen, Sili Deng
2025 J jnl
Kolmogorov-Arnold Chemical Reaction Neural Networks for learning pressure-dependent kinetic rate laws.
CoRR
Benjamin C. Koenig, Sili Deng
2025 J jnl
LeanKAN: A Parameter-Lean Kolmogorov-Arnold Network Layer with Improved Memory Efficiency and Convergence Behavior.
CoRR
Benjamin C. Koenig, Suyong Kim, Sili Deng
2025 J jnl
LeanKAN: a parameter-lean Kolmogorov-Arnold network layer with improved memory efficiency and convergence behavior.
Neural Networks
Benjamin C. Koenig, Suyong Kim, Sili Deng
2025 J jnl
Learning continuous SOC-dependent thermal decomposition kinetics for Li-ion cathodes using KA-CRNNs.
CoRR
Benjamin C. Koenig, Sili Deng
2024 J jnl
KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics.
CoRR
Benjamin C. Koenig, Suyong Kim, Sili Deng
2024 J jnl
Mixtures Recomposition by Neural Nets: A Multidisciplinary Overview.
J. Chem. Inf. Model.
Andre Nicolle, Sili Deng, Matthias Ihme, Nursulu Kuzhagaliyeva, Emad Al Ibrahim, Aamir Farooq
2021 J jnl
Autonomous Kinetic Modeling of Biomass Pyrolysis using Chemical Reaction Neural Networks.
CoRR
Weiqi Ji, Franz Richter, Michael J. Gollner, Sili Deng
2021 J jnl
Inference of cell dynamics on perturbation data using adjoint sensitivity.
CoRR
Weiqi Ji, Bo Yuan, Ciyue Shen, Aviv Regev, Chris Sander, Sili Deng
2021 J jnl
Stiff Neural Ordinary Differential Equations.
CoRR
Suyong Kim, Weiqi Ji, Sili Deng, Christopher Rackauckas
2021 — conf
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics.
AAAI Spring Symposium: MLPS
Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng
2020 J jnl
Autonomous Discovery of Unknown Reaction Pathways from Data by Chemical Reaction Neural Network.
CoRR
Weiqi Ji, Sili Deng
2020 J jnl
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics.
CoRR
Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng