33 citations · 98 across the 12 of their papers we have counts for
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cond-mat.mtrl-sci2020★ 33 cited
Modeling Self-Healing Behavior of Vitrimers using Molecular Dynamics with Dynamic Cross-Linking Capability
Gurmeet Singh, Veera Sundararaghavan
Vitrimers are a special class of polymers that undergo dynamic cross-linking under thermal stimuli. Their ability to exchange covalent bonds can be harnessed to mitigate damage in…
quant-ph2020
Generative and discriminative training of Boltzmann machine through Quantum annealing
Siddhartha Srivastava, Veera Sundararaghavan
A hybrid quantum-classical method for learning Boltzmann machines (BM) for a generative and discriminative task is presented. Boltzmann machines are undirected graphs with a networ…
physics.comp-ph2020★ 1 cited
Database development and exploration of microstructure versus process relationships using variational autoencoders
Srihari Sundar, Veera Sundararaghavan
The paper demonstrates the use of variational autoencoders for graphical representation of a large database containing process-microstructure relationships. Correlating microstruct…