245 citations · 2.8k across the 42 of their papers we have counts for
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cond-mat.mtrl-sci2023★ 37 cited
A first-principles machine-learning force field for heterogeneous ice nucleation on microcline feldspar
Pablo M. Piaggi, Annabella Selloni, Athanassios Z. Panagiotopoulos +2
The formation of ice in the atmosphere affects precipitation and cloud properties, and plays a key role in the climate of our planet. Although ice can form directly from liquid wat…
cond-mat.mtrl-sci2022★ 102 cited
Homogeneous ice nucleation in an ab initio machine learning model of water
Pablo M. Piaggi, Jack Weis, Athanassios Z. Panagiotopoulos +2
Molecular simulations have provided valuable insight into the microscopic mechanisms underlying homogeneous ice nucleation. While empirical models have been used extensively to stu…