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cs.CE2024
FUsion-based ConstitutivE model (FuCe): Towards model-data augmentation in constitutive modelling
Tushar, Sawan Kumar, Souvik Chakraborty
Constitutive modelling is crucial for engineering design and simulations to accurately describe material behavior. However, traditional phenomenological models often struggle to ca…
math.NA2024
Harnessing physics-informed operators for high-dimensional reliability analysis problems
N Navaneeth, Tushar, Souvik Chakraborty
Reliability analysis is a formidable task, particularly in systems with a large number of stochastic parameters. Conventional methods for quantifying reliability often rely on exte…