Spotlight Papers
* indicates presenting author
Improved deep learning of chaotic dynamical systems with multistep penalty losses
Penn State University
Digital Twin Framework for Enhancing BESS Performance, Safety and Reliability
Siemens Limited, India
Physics Informed Neural Network Framework for Full Order and Reduced Order External CFD Solver
International School for Advanced Studies (SISSA), Trieste, Italy
Machine Learning Driven Metric Based Mesh Adaptation
Indian Institute of Science (IISc), Bangalore
TAUDiff: Highly efficient kilometer-scale downscaling using generative diffusion models
Verisk, India
Solving Nonlinear Evolution Equations Using Physics-Informed Neural Network
National Institute of Technology, Karnataka
Model-operator fusion for scientific machine learning
Indian Institute of Technology, Delhi
GFPINNs : General Fractional Physics-informed Neural Networks
International School for Advanced Studies (SISSA), Trieste, Italy
The GONG Particle Filter: A Novel Framework for Data Assimilation in Stochastic PDEs
Imperial College London
Visual Damage Modeling with Physics-informed and Generative Models
University of Houston