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cond-mat.dis-nn2023
FluxGAN: A Physics-Aware Generative Adversarial Network Model for Generating Microstructures That Maintain Target Heat Flux
Artem K. Pimachev, Manoj Settipalli, Sanghamitra Neogi
We propose a physics-aware generative adversarial network model, FluxGAN, capable of simultaneously generating high-quality images of large microstructures and description of their…
cond-mat.mtrl-sci2023★ 1 cited
Bidirectional Learning of Relationships between Atomic Environments and Electronic Band Dispersion in Semiconductor Heterostructures
Artem K Pimachev, Sanghamitra Neogi
Atomic-scale variations in semiconductor heterostructures, arising from strain, interfaces, and compositional modulation, strongly influence electronic band dispersion but remain d…