Anindya Bhaduri

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Convex Loss Functions

Convolutional Neural Networks

Top Venues

J. Comput. Phys.

J. Comput. Inf. Sci. Eng.

Publications

Zihan Wang, Anindya Bhaduri, Hongyi Xu, Liping Wang
An Uncertainty-aware Deep Learning Framework-based Robust Design Optimization of Metamaterial Units. CoRR (2024)
Anindya Bhaduri, Nesar Ramachandra, Sandipp Krishnan Ravi, Lele Luan, Piyush Pandita, Prasanna Balaprakash, Mihai Anitescu, Changjie Sun, Liping Wang
Efficient Mapping Between Void Shapes and Stress Fields Using Deep Convolutional Neural Networks With Sparse Data. J. Comput. Inf. Sci. Eng. 24 (4) (2024)
Lele Luan, Nesar Ramachandra, Sandipp Krishnan Ravi, Anindya Bhaduri, Piyush Pandita, Prasanna Balaprakash, Mihai Anitescu, Changjie Sun, Liping Wang
Application of probabilistic modeling and automated machine learning framework for high-dimensional stress field. CoRR (2023)
Anindya Bhaduri, Ashwini Gupta, Lori Graham-Brady
Stress field prediction in fiber-reinforced composite materials using a deep learning approach. CoRR (2021)
Anindya Bhaduri, Ashwini Gupta, Audrey Olivier, Lori Graham-Brady
An efficient optimization based microstructure reconstruction approach with multiple loss functions. CoRR (2021)
Anindya Bhaduri, Yanyan He, Michael D. Shields, Lori Graham-Brady, Robert M. Kirby
Stochastic collocation approach with adaptive mesh refinement for parametric uncertainty analysis. J. Comput. Phys. 371 (2018)