2 papers
stat.ML2025
From Local Interactions to Global Operators: Scalable Gaussian Process Operator for Physical Systems
Sawan Kumar, Tapas Tripura, Rajdip Nayek +1
Operator learning offers a powerful paradigm for solving parametric partial differential equations (PDEs), but scaling probabilistic neural operators such as the recently proposed…
cs.LG2025
Deep Muscle EMG construction using A Physics-Integrated Deep Learning approach
Rajnish Kumar, Tapas Tripura, Souvik Chakraborty +1
Electromyography (EMG)--based computational musculoskeletal modeling is a non-invasive method for studying musculotendon function, human movement, and neuromuscular control, provid…