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cond-mat.stat-mech2021
The dimensional evolution of structure and dynamics in hard sphere liquids
Patrick Charbonneau, Yi Hu, Joyjit Kundu +1
The formulation of the mean-field, infinite-dimensional solution of hard sphere glasses is a significant milestone for theoretical physics. How relevant this description might be f…
cond-mat.stat-mech2021
Machine Learned Phase Transitions in a System of Anisotropic Particles on a Square Lattice
Karthik Padavala, Avaneesh Singh, Joyjit Kundu
The area of Machine learning (ML) has seen exceptional growth in recent years. Successful implementation of ML methods in various branches of physics has led to new insights. These…