Somdatta Goswami

An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications

Esteban Samaniego, Cosmin Anitescu, Somdatta Goswami et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 1.8K citations · Full text

Numerical Analysis, Model Optimization, Engineering +8

A physics-informed variational DeepONet for predicting crack path in quasi-brittle materials

Somdatta Goswami, Minglang Yin, Yue Yu et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 342 citations · Full text

Crack Path, Engineering, Physics-informed Variational Deeponet +14

Reliability analysis of structures by iterative improved response surface method

Somdatta Goswami, Shyamal Ghosh, Subrata Chakraborty · Structural Safety · 2016 · 188 citations

Reliability, Structural Integrity, Reliability Engineering +12

Adaptive fourth-order phase field analysis for brittle fracture

Somdatta Goswami, Cosmin Anitescu, Timon Rabczuk · Computer Methods in Applied Mechanics and Engineering · 2020 · 134 citations

Numerical Analysis, Brittle Fracture, Engineering +7

Learning two-phase microstructure evolution using neural operators and autoencoder architectures

Vivek Oommen, Khemraj Shukla, Somdatta Goswami et al. · npj Computational Materials · 2022 · 123 citations · Full text