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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…
cs.LG2024
Generative flow induced neural architecture search: Towards discovering optimal architecture in wavelet neural operator
Hartej Soin, Tapas Tripura, Souvik Chakraborty
We propose a generative flow-induced neural architecture search algorithm. The proposed approach devices simple feed-forward neural networks to learn stochastic policies to generat…