RT info:eu-repo/semantics/masterThesis T1 High dimensional neural network potentials: software development and application to nitrogen centered radicals A1 Domínguez Calvo, Javier A2 Universidad de Valladolid. Facultad de Ciencias K1 DFT K1 Machine learning AB In this part we try to study different DFT functionals and comparing with some referencedata for some selected molecules. For that purpose, we are describing DFT, and differentforms that exist of this theory and everything needed for the calculation. Then, the hardesttask of this part was to build scripts that allow to automatize the whole process, and buildinga clever and relational database to store all relevant information. Finally, some calculationswere performed using those scripts and where we compare several DFT functionals withpublished information. YR 2021 FD 2021 LK https://uvadoc.uva.es/handle/10324/49624 UL https://uvadoc.uva.es/handle/10324/49624 LA eng NO Departamento de Química Física y Química Inorgánica DS UVaDOC RD 17-jul-2024