Sili Deng

According to our database, Sili Deng authored at least 9 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

ChemKANs for Combustion Chemistry Modeling and Acceleration.

Benjamin C. Koenig, Suyong Kim, Sili Deng

CoRR, April, 2025

LeanKAN: a parameter-lean Kolmogorov-Arnold network layer with improved memory efficiency and convergence behavior.

Benjamin C. Koenig, Suyong Kim, Sili Deng

Neural Networks, 2025

2024

Mixtures Recomposition by Neural Nets: A Multidisciplinary Overview.

Andre Nicolle, Sili Deng, Matthias Ihme, Nursulu Kuzhagaliyeva, Emad Al Ibrahim, Aamir Farooq

J. Chem. Inf. Model., 2024

KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamical Systems and Hidden Physics.

Benjamin C. Koenig, Suyong Kim, Sili Deng

CoRR, 2024

2021

Autonomous Kinetic Modeling of Biomass Pyrolysis using Chemical Reaction Neural Networks.

Weiqi Ji, Franz Richter, Michael J. Gollner, Sili Deng

CoRR, 2021

Inference of cell dynamics on perturbation data using adjoint sensitivity.

Weiqi Ji, Bo Yuan, Ciyue Shen, Aviv Regev, Chris Sander, Sili Deng

CoRR, 2021

Stiff Neural Ordinary Differential Equations.

Suyong Kim, Weiqi Ji, Sili Deng, Christopher Rackauckas

CoRR, 2021

Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics.

Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020

Autonomous Discovery of Unknown Reaction Pathways from Data by Chemical Reaction Neural Network.

Weiqi Ji, Sili Deng

CoRR, 2020