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defunction's Projects

atomify icon atomify

Real time molecular dynamics in the browser using LAMMPS

computationalphysics icon computationalphysics

Introductory course in Computational Physics, including linear algebra, eigenvalue problems, differential equations, Monte Carlo methods and more.

computationalphysics2 icon computationalphysics2

Advanced course in Computational Physics, see texbook at http://compphysics.github.io/ComputationalPhysics2/doc/LectureNotes/_build/html/ with an emphasis on computational quantum mechanics, machine learning and quantum computing.

lammps icon lammps

Public development project of the LAMMPS MD software package

machinelearning icon machinelearning

Course on Machine Learning and Statistical data Analysis with book at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html. Contains Linear and Logistic Regression, Neural Networks and Deep Learning methods, Decision Trees, Random forests, Boosting methods and other ensemble methods, support vector machines and cent

thesisprojects icon thesisprojects

This repository contains previous and present topics for Master of Science and PhD thesis in Computational Physics.

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