Jul 8, 2022 · As an application we present a benchmark study of the liquid-liquid transition of high-pressure hydrogen and show the quality of our MLP, by ...
Dec 21, 2021 · We have developed a technique combining the accuracy of quantum Monte Carlo in describing the electron correlation with the efficiency of a Machine Learning ...
Jul 8, 2022 · As an application we present a benchmark study of the liquid-liquid transition of high-pressure hydrogen and show the quality of our MLP, by ...
Here we present a theoretical study of the phase diagram of dense hydrogen that uses machine learning to 'learn' potential-energy surfaces and interatomic ...
A technique combining the accuracy of quantum Monte Carlo in describing the electron correlation with the efficiency of a Machine Learning Potential (MLP) is ...
Articles. High-pressure hydrogen by machine learning and quantum Monte Carlo. 08 Jul 2022 . 1 min read. Posted By n.zazzeri.
Apr 15, 2024 · Sorella, High- pressure hydrogen by machine learning and quantum. Monte Carlo, Phys. Rev. B 106, L041105 (2022). [32] H. Niu, Y. Yang, S ...
We have developed a technique combining the accuracy of quantum Monte Carlo in describing the electron correlation with the efficiency of a machine learning ...
Feb 17, 2023 · Here, we survey the phase diagram of high-pressure molecular hydrogen with path integral molecular dynamics using a machine-learned interatomic ...
We have developed a technique combining the accuracy of quantum Monte Carlo in describing the electron correlation with the efficiency of a machine learning ...