compphysics Goto Github PK

advancedmachinelearning

classicalmechanics

This is the jupyter-book site for the Classical Mechanics text

compphysicsqt

The link here gives access to various presentations and more material

compphysutunis

compsciprogram

This repository contains exercises and projects on computational science and AI for the CompSci program. Lecture notes at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html

computationalphysics

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

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.

computationalphysicsmsu

For weekly plans, slides etc this site contains all relevant info

computationalphysicsprograms

This repository contains codes in C++, Fortran2008 and Python described in two books on Computational Physics

fribtasummerschool2023

This repository contains material on machine learning methods applied to nuclear physics

insightphysicsimmersionweek

This GitHub repository contains all teaching material relevant for the Physics Immersion week of the Insight program.

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 central unsupervised learning algorithms.

machinelearningmanybody

This repository contains lectures on Many-body physics and Machine Learning

machinelearningmsu

We include here the information for the FRIB-TA summer school on Machine Learning

mlerasmus

This site contains all document relevant for the Machine Learning courses of the Erasmus+ network. Jupyter-book link at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html.

mlsummerschool

Material on Machine Learning methods applied to Physics analysis, with an emphasis on Regression and Deep Learning Methods. https://compphysics.github.io/MLSummerSchool/doc/web/course.html gives you direct access to the learning material with lectures slides and jupyter notebooks.

molecular-dynamics-fys3150

pacomputationsmsu

The following link displays better html files

phy321

Classical Mechanics at MSU

quantumcomputinglectures

Nano & Quantum (QTECNOS) Workshop to be held in Cali, Colombia; 04-08 december 2023

quantumcomputingmachinelearning

tenalgorithms

This site contains an article written for Lecture Notes in Physics and its 1000th issue. It describes ten central algorithms in science and how that are used in a variety of Physics applications

thesisprojects

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