aiqd

There are 0 repository under aiqd topic.

MLQD
Arif-PhyChem / MLQD
MLQD is a Python Package for Machine Learning-based Quantum Dissipative Dynamics
artificial-intelligence convolutional-neural-networks kernel-ridge-regression krr machine-learning open-quantum-systems python quantum-dynamics aiqd fmo-complex mlqd ostl quantum-dissipative-dynamics spin-boson-model
Language:Jupyter Notebook 14
AIQD_FMO
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"
aiqd python arif artificial-intelligence cnn convolutional-neural-networks fmo fmo-complex neural-networks nn open-quantum-systems quantum-dynamics
Language:Python 3
OSTL
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
aiqd artificial-intelligence cnn convolutional-neural-networks fmo-complex machine-learning open-quantum-systems ostl python quantum-dissipative-dynamics quantum-dynamics
Language:Python 2