Extending OpenKIM with an Uncertainty Quantification Toolkit for Molecular Modeling
Atomistic simulations are an important tool in materials modeling. Interatomic potentials (IPs)
are at the heart of such molecular models, and the accuracy of a model's predictions …
are at the heart of such molecular models, and the accuracy of a model's predictions …
Efficient Prediction of Quantum Chemical Properties with Multitask Gaussian Process Regression
K Fisher - 2023 - dspace.mit.edu
Multitask inference offers an efficient approach to bringing together multiple sources of
information to train a surrogate model to predict chemical properties. In this thesis, we …
information to train a surrogate model to predict chemical properties. In this thesis, we …
PROPIEDADES ELECTRÓNICAS, MECÁNICAS Y TERMODINÁMICAS DE TITANITA (CaTiSiO5)
Los cálculos computacionales son una herramienta que nos permite profundizar en las
propiedades de los nanomateriales. En el presente trabajo de investigación, se diseñó …
propiedades de los nanomateriales. En el presente trabajo de investigación, se diseñó …