Concepedia

Somdatta Goswami

SG

Statistics

Publications

32

Citations

3.9K

H-Index

23

Active since

2016

Affiliations

Brown University(Current)

Bauhaus-Universität Weimar

John Brown University

Johns Hopkins University

Ton Duc Thang University

Somdatta Goswami is an author at Brown University specializing in deep learning, machine learning, and computing.

Publications per year

2016–2025

32

Publications

32

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 · 1.9K citations · Full text

Engineering, Computational Engineering, Computer Science +17

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 · 389 citations · Full text

Engineering, Materials Engineering, Materials Science +16

Reliability analysis of structures by iterative improved response surface method

Somdatta Goswami, Shyamal Ghosh, Subrata Chakraborty · Structural Safety · 2016 · 192 citations

Engineering, Architectural Engineering, Finite Element Analysis +13

Adaptive fourth-order phase field analysis for brittle fracture

Somdatta Goswami, Cosmin Anitescu, Timon Rabczuk · Computer Methods in Applied Mechanics and Engineering · 2020 · 143 citations

Engineering, Materials Engineering, Materials Science +14

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

Vivek Oommen, Khemraj Shukla, Somdatta Goswami et al. · npj Computational Materials · 2022 · 138 citations · Full text

Natural Sciences, Computer Science, Materials Science +15

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