Uncovering Perovskite Degradation Equations Using Scientific Machine Learning

Many important materials are metastable or unstable under certain operating regimes. The degradation mechanisms can be varied and complex, making the discovery of underlying differential equations (DEs) through a first-principles approach challenging. This invites the application of data-science met...

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Bibliographic Details
Main Author: Naik, Richa Ramesh
Other Authors: Buonassisi, Tonio
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139611
https://orcid.org/0000-0002-2696-9309