Andrea Tirelli

activity

20172023

most citedHigh pressure hydrogen by machine learning and quantum Monte Carlo

40 citations · 120 across the 8 of their papers we have counts for

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cond-mat.str-el2023★ 14 cited

Principal deuterium Hugoniot via Quantum Monte Carlo and $Δ$ -learning

Giacomo Tenti, Kousuke Nakano, Andrea Tirelli +2

We present a study of the principal deuterium Hugoniot for pressures up to $150$ GPa, using Machine Learning potentials (MLPs) trained with Quantum Monte Carlo (QMC) energies, forc…

Principal deuterium Hugoniot via Quantum Monte Carlo and Δ-learning

Principal deuterium Hugoniot via Quantum Monte Carlo and $Δ$ -learning