Pal, Pinaki

1. 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)
2. 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 · 6 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
3. 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 · 3 citations
   Computer Science · Physics and Astronomy · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Model Reduction and Neural Networks #Neural Networks and Applications
4. Mesh-based Super-Resolution of Fluid Flows with Multiscale Graph Neural Networks
   2024/09/12 by Barwey, Shivam, Pal, Pinaki, Patel, Saumil +5 · 3 citations
   #Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #and Science (cs.CE)
5. Transition to synchronization in adaptive Sakaguchi-Kuramoto model with higher-order interactions
   2024/06/07 by Sangita Dutta, Dutta, Sangita, Prosenjit Kundu +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)
6. Perfect synchronization in networks of phase-frustrated oscillators
   2018/01/17 by Kundu, Prosenjit, Hens, Chittaranjan, Barzel, Baruch +1 · 1 citation
   #Adaptation and Self-Organizing Systems (nlin.AO) #Chaotic Dynamics (nlin.CD) #FOS: Physical sciences