Search Results for author: Satyajit Mojumder

Found 4 papers, 2 papers with code

Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration

no code implementations16 Apr 2024 Chanwook Park, Sourav Saha, Jiachen Guo, Xiaoyu Xie, Satyajit Mojumder, Miguel A. Bessa, Dong Qian, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu

The evolution of artificial intelligence (AI) and neural network theories has revolutionized the way software is programmed, shifting from a hard-coded series of codes to a vast neural network.

Tensor Decomposition

Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process

no code implementations14 Nov 2023 Yangfan Li, Satyajit Mojumder, Ye Lu, Abdullah Al Amin, Jiachen Guo, Xiaoyu Xie, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu

In the context of laser powder bed fusion (LPBF) additive manufacturing, a digital twin of the manufacturing process can offer predictions for the produced parts, diagnostics for manufacturing defects, as well as control capabilities.

Extraction of Material Properties through Multi-fidelity Deep Learning from Molecular Dynamics Simulation

1 code implementation28 Sep 2020 Mahmudul Islam, Md Shajedul Hoque Thakur, Satyajit Mojumder, Mohammad Nasim Hasan

The fidelity of our present multi-fidelity study is based on the integration timestep size of MD simulations.

Computational Physics Disordered Systems and Neural Networks Materials Science

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