Gradient-Based Optimization of ReaxFF Parameters Using Pytorch for the Study of Silica Precipitation

Silica precipitation is a subject of big interest since it occurs in a wide variety of environmental and industrial processes. Even though there are many advances in atomistic simulation research of different forms of silica, the mechanism of silica precipitation has not been fully understood. We pr...

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Bibliographic Details
Main Author: Orlova, Yuliia
Other Authors: Gómez-Bombarelli, Rafael
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/154194