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cs.LG2026
Physics-Constrained Neural Surrogate for Domain Growth Prediction in Systems with Conserved Kinetics
Vijay Yadav, Madhu Priya, Pallvi Pandey +2
The spatiotemporal evolution of many physical, chemical, and biological systems is described by nonlinear partial differential equations (PDEs). Recently, deep neural network-based…
cond-mat.soft2026
Disorder induced melting and glass formation in a one-component Lennard-Jones system
Saumya Suvarna, Prabhat K. Jaiswal, Madhu Priya
Identifying the conditions under which glass formation occurs is crucial for a fundamental understanding of the glass transition mechanism. Pure liquids devoid of any frustration a…