Veera Sundararaghavan

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 7

Top Topics

Boltzmann Machines

Machine Learning

Top Venues

Comput. Aided Des.

Neural Networks

Publications

Veera Sundararaghavan, Megna N. Shah, Jeff P. Simmons
Lagrangian Neural Networks for Reversible Dissipative Evolution. CoRR (2024)
Veera Sundararaghavan, Megna N. Shah, Jeff P. Simmons
Towards Microstructural State Variables in Materials Systems. CoRR (2023)
Arunabha M. Roy, Rikhi Bose, Veera Sundararaghavan, Raymundo Arróyave
Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity. Neural Networks 162 (2023)
Siddhartha Srivastava, Veera Sundararaghavan
Bandgap optimization in combinatorial graphs with tailored ground states: Application in Quantum annealing. CoRR (2021)
Iman Javaheri, Veera Sundararaghavan
Polycrystalline Microstructure Reconstruction Using Markov Random Fields and Histogram Matching. Comput. Aided Des. 120 (2020)
Siddhartha Srivastava, Veera Sundararaghavan
Machine learning in quantum computers via general Boltzmann Machines: Generative and Discriminative training through annealing. CoRR (2020)
Veera Sundararaghavan, Siddhartha Srivastava
MicroFract: An image based code for microstructural crack path prediction. SoftwareX 6 (2017)
Veera Sundararaghavan, Nicholas Zabaras
A statistical learning approach for the design of polycrystalline materials. Stat. Anal. Data Min. 1 (5) (2009)