SergeiVKalinin
I like using machine learning to solve problem in physics, from discovering physical laws from microscopy data, making better materials, and atomic manipulation
University of Tennessee, Knoxville
Pinned Repositories
ACerS_AE_2024
Materials for ACerS Automated Experiment Course
AutomatedExperiment_Summer2023
The summer training course on the Bayesian Optimization
BO_Research
ComputationalPhysics
Lecture notes and code for the course PHYS6350 Computational Physics at the University of Houston
ML-ElectronMicroscopy-2023
Molecular_Exploration
Exploring molecular spaces with deep kernel learning
MSA_ML_Tutorial2024
The materials for the MSA Tutorial on ML for Microscopy
MSE_Fall2023
The materials for the Fall ML in Materials course at the UTK MSE
MSE_Spring2024
The materials for the Spring Mathematics in Materials course at the UTK MSE
UTK-Spring-2023---Automated-Experiment
Spring 2023 seminar on automated experiment
SergeiVKalinin's Repositories
SergeiVKalinin/ML-ElectronMicroscopy-2023
SergeiVKalinin/MSE_Fall2023
The materials for the Fall ML in Materials course at the UTK MSE
SergeiVKalinin/MSE_Spring2024
The materials for the Spring Mathematics in Materials course at the UTK MSE
SergeiVKalinin/UTK-Spring-2023---Automated-Experiment
Spring 2023 seminar on automated experiment
SergeiVKalinin/AutomatedExperiment_Summer2023
The summer training course on the Bayesian Optimization
SergeiVKalinin/MSE_Fall2024
SergeiVKalinin/ACerS_AE_2024
Materials for ACerS Automated Experiment Course
SergeiVKalinin/MSA_ML_Tutorial2024
The materials for the MSA Tutorial on ML for Microscopy
SergeiVKalinin/Molecular_Exploration
Exploring molecular spaces with deep kernel learning
SergeiVKalinin/BO_Research
SergeiVKalinin/ComputationalPhysics
Lecture notes and code for the course PHYS6350 Computational Physics at the University of Houston
SergeiVKalinin/Grokking-Deep-Reinforcement-Learning
Grokking Deep Reinforcement Learning
SergeiVKalinin/ML_Microscopy_Book
SergeiVKalinin/ML_Summer_Course
This is a repository setup for the Machine Learning in Microscopy Virtual Summer School
SergeiVKalinin/MSE_2023_Git
Exploring GitHub for the Fall ML in Materials course at the UTK MSE
SergeiVKalinin/PNNL_ML_2024
SergeiVKalinin/The-Deep-Learning-with-Keras-Workshop
An Interactive Approach to Understanding Deep Learning with Keras
SergeiVKalinin/MLSTEM2024
Machine Learning in Scanning Transmission Electron Microscopy Workshop 2024
SergeiVKalinin/putting-dune
SergeiVKalinin/Research-Projects
Assorted research projects
SergeiVKalinin/SergeiVKalinin-Hafnia_NatureMaterials2023
SergeiVKalinin/VAE-tutorials