33 citations · 70 across the 20 of their papers we have counts for
3 papers · 1 filter
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…
Data-driven discovery of interpretable Lagrangian of stochastically excited dynamical systems
Tapas Tripura, Satyam Panda, Budhaditya Hazra +1
Exploring the intersection of deterministic and stochastic dynamics, this paper delves into Lagrangian discovery for conservative and non-conservative systems under stochastic exci…
Generative adversarial wavelet neural operator: Application to fault detection and isolation of multivariate time series data
Jyoti Rani, Tapas Tripura, Hariprasad Kodamana +1
Fault detection and isolation in complex systems are critical to ensure reliable and efficient operation. However, traditional fault detection methods often struggle with issues su…