Extending OpenKIM with an Uncertainty Quantification Toolkit for Molecular Modeling

Y Kurniawan, CL Petrie, MK Transtrum… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
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 …

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 …

PROPIEDADES ELECTRÓNICAS, MECÁNICAS Y TERMODINÁMICAS DE TITANITA (CaTiSiO5)

BT Navarrete, MMR Ramirez, RMF Navarro… - AvaCient, 2023 - chetumal.tecnm.mx
Los cálculos computacionales son una herramienta que nos permite profundizar en las
propiedades de los nanomateriales. En el presente trabajo de investigación, se diseñó …