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quantum-dissipative-dynamics

Here are 3 public repositories matching this topic...

MLQD

Arif-PhyChem / MLQD

MLQD is a Python Package for Machine Learning-based Quantum Dissipative Dynamics

python machine-learning artificial-intelligence convolutional-neural-networks kernel-ridge-regression quantum-dynamics open-quantum-systems krr quantum-dissipative-dynamics spin-boson-model fmo-complex aiqd ostl mlqd

Updated Sep 3, 2024
Jupyter Notebook

Arif-PhyChem / QD3SET

The first and the only dataset in the field of Quantum Dissipative Dynamics

python machine-learning artificial-intelligence open-quantum-systems heom lindblad-master-equation quantum-dissipative-dynamics spin-boson-model fmo-complex system-bath

Updated Mar 29, 2023
Jupyter Notebook

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

python machine-learning cnn artificial-intelligence convolutional-neural-networks quantum-dynamics open-quantum-systems quantum-dissipative-dynamics fmo-complex aiqd ostl

Updated Jun 19, 2024
Python

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