Pinned Repositories
AIQD_FMO
Script for data generation and Code for our article "Predicting the future of excitation energy transfer in light-harvesting complex with artificial intelligence-based quantum dynamics"
CECAM_2022_colab_PS4
heom-lab
A Matlab implementation of the Hierarchical Equations of Motion (HEOM) method for modelling open system quantum dynamics.
LearningExcitonTransfer
markdown-cheatsheet
Markdown Cheatsheet for Github Readme.md
MLinQCbook16-NAMD
Supplementary material for the chapter "Excited-state dynamics with machine learning" in the book "Quantum Chemistry in the Age of Machine Learning".
MLQD
MLQD is a Python Package for Machine Learning-based Quantum Dissipative Dynamics
OSTL
Code and data for our paper in JPCL "One-Shot Trajectory Learning of Open Quantum Systems Dynamics" https://doi.org/10.1021/acs.jpclett.2c01242
QD3SET
The first and the only dataset in the field of Quantum Dissipative Dynamics
Quantum_dissipative_dynamics_with_kernel_methods
Speeding up quantum dissipative dynamics of open systems with kernel methods
Arif-PhyChem's Repositories
Arif-PhyChem/datasets_and_databases_4_MLPs
Arif-PhyChem/MLQD
MLQD is a Python Package for Machine Learning-based Quantum Dissipative Dynamics
Arif-PhyChem/AIQD_FMO
Script for data generation and Code for our article "Predicting the future of excitation energy transfer in light-harvesting complex with artificial intelligence-based quantum dynamics"
Arif-PhyChem/QD3SET
The first and the only dataset in the field of Quantum Dissipative Dynamics
Arif-PhyChem/Quantum_dissipative_dynamics_with_kernel_methods
Speeding up quantum dissipative dynamics of open systems with kernel methods
Arif-PhyChem/OSTL
Code and data for our paper in JPCL "One-Shot Trajectory Learning of Open Quantum Systems Dynamics" https://doi.org/10.1021/acs.jpclett.2c01242
Arif-PhyChem/heom-lab
A Matlab implementation of the Hierarchical Equations of Motion (HEOM) method for modelling open system quantum dynamics.
Arif-PhyChem/CECAM_2022_colab_PS4
Arif-PhyChem/LearningExcitonTransfer
Arif-PhyChem/markdown-cheatsheet
Markdown Cheatsheet for Github Readme.md
Arif-PhyChem/MLinQCbook16-NAMD
Supplementary material for the chapter "Excited-state dynamics with machine learning" in the book "Quantum Chemistry in the Age of Machine Learning".
Arif-PhyChem/Quantum-Dynamics-in-MATLAB
In this repository, we release the numerical methods used for the paper https://iopscience.iop.org/article/10.1088/1361-6404/ab8360. The algorithms are used to solve both closed and open dynamics in quantum systems, where the codes are presented in the MATLAB language.
Arif-PhyChem/quantum_HEOM
A tool to model the bath relaxation dynamics of open quantum systems by Lindblad and Hierarchical Equations of Motion (HEOM) approaches.
Arif-PhyChem/qutip-notebooks
A collection of IPython notebooks using QuTiP: examples, tutorials, development test, etc.
Arif-PhyChem/trace_conservation