2 citations · 3 across the 5 of their papers we have counts for
5 papers
Geometry adaptive waveformer for cardio-vascular modeling
Navaneeth N, Souvik Chakraborty
Modeling cardiovascular anatomies poses a significant challenge due to their complex, irregular structures and inherent pathological conditions. Numerical simulations, while accura…
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…
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…
DPA-WNO: A gray box model for a class of stochastic mechanics problem
Tushar, Souvik Chakraborty
The well-known governing physics in science and engineering is often based on certain assumptions and approximations. Therefore, analyses and designs carried out based on these equ…
Enhanced multi-fidelity modelling for digital twin and uncertainty quantification
AS Desai, Navaneeth N, S Adhikari +1
The increasing significance of digital twin technology across engineering and industrial domains, such as aerospace, infrastructure, and automotive, is undeniable. However, the lac…