Pinaki Pal
- ChemNODE: A Neural Ordinary Differential Equations Approach for Chemical\n Kinetics Solvers
2020/12/03 by Opeoluwa Owoyele, Pinaki Pal, Owoyele, Opeoluwa +1 · 6 citations
Chemical Engineering · Engineering · #Advanced Combustion Engine Technologies #Combustion and flame dynamics #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Phase Equilibria and Thermodynamics #Refrigeration and Air Conditioning Technologies #and Science (cs.CE)
- Impact of phase lag on synchronization in frustrated Kuramoto model with higher-order interactions
2023/05/02 by Sangita Dutta, Abhijit Mondal, Dutta, Sangita +9 · 7 citations
Computer Science · Neuroscience · Physics and Astronomy · #Adaptation and Self-Organizing Systems (nlin.AO) #Chaotic Dynamics (nlin.CD) #FOS: Physical sciences #Neural dynamics and brain function #Nonlinear Dynamics and Pattern Formation #stochastic dynamics and bifurcation
- Understanding Latent Timescales in Neural Ordinary Differential Equation Models for Advection-Dominated Dynamical Systems
2024/03/04 by Ashish Nair, Nair, Ashish S., Shivam Barwey +7 · 4 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Model Reduction and Neural Networks #Neural Networks and Applications
- Transition to synchronization in adaptive Sakaguchi-Kuramoto model with higher-order interactions
2024/06/07 by Sangita Dutta, Prosenjit Kundu, Dutta, Sangita +7 · 2 citations
Computer Science · Physics and Astronomy · #Adaptation and Self-Organizing Systems (nlin.AO) #Chaotic Dynamics (nlin.CD) #FOS: Physical sciences #Nonlinear Dynamics and Pattern Formation #Opinion Dynamics and Social Influence #Pattern Formation and Solitons (nlin.PS) #Physics and Society (physics.soc-ph)
- A Reinforcement-Learning-Augmented Liquid-Fueled Reactor Network Model for Predicting Lean Blowout in Gas Turbine Combustors
2026/07/21 by Philip John, Eloghosa Ikponmwoba, Pinaki Pal +1
#cs.LG