Carlo Pierleoni

1. High temperature melting of dense molecular hydrogen from machine-learning interatomic potentials trained on quantum Monte Carlo
   2024/11/23 by Shubhang Goswami, Goswami, Shubhang, Scott Jensen +9 · 3 citations
   Engineering · Materials Science · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Phase Equilibria and Thermodynamics #Quantum, superfluid, helium dynamics
2. The liquid-liquid phase transition of hydrogen and its critical point: Analysis from ab initio simulation and a machine-learned potential
   2024/12/19 by Mathieu Istas, Istas, Mathieu, Scott Jensen +9 · 1 citation
   Earth and Planetary Sciences · Materials Science · Physics and Astronomy · #FOS: Physical sciences #High-pressure geophysics and materials #Machine Learning in Materials Science #Quantum, superfluid, helium dynamics #Statistical Mechanics (cond-mat.stat-mech)