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7 results in Authors: Arif Ullah

Theoretical and Computational Chemistry

Working Paper

Speeding up quantum dissipative dynamics of open systems with kernel methods

Arif Ullah, Pavlo O. Dral

370

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Physical Chemistry

Working Paper

QD3SET-1: A Database with Quantum Dissipative Dynamics Data Sets

Arif Ullah, Luis E. Herrera Rodr ́iguez, Pavlo O. Dral, Alexei A. Kananenka

106

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Theoretical and Computational Chemistry

Working Paper

MLQD: A package for machine learning-based quantum dissipative dynamics

Arif Ullah, Pavlo O. Dral

108

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Theoretical and Computational Chemistry

Working Paper

A comparative study of different machine learning methods for dissipative quantum dynamics

Luis E. Herrera Rodr ́ıguez, Arif Ullah, Kennet J. Rueda Espinosa, Pavlo O. Dral, Alexei A. Kananenka

200

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Theoretical and Computational Chemistry

Working Paper

Predicting the future of excitation energy transfer in light-harvesting complex with artificial intelligence-based quantum dynamics

Arif Ullah, Pavlo O. Dral

440

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Theoretical and Computational Chemistry

Working Paper

Four-dimensional spacetime atomistic artificial intelligence models

Fuchun Ge, Lina Zhang, Arif Ullah, Pavlo O. Dral

305

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Citations

Theoretical and Computational Chemistry

Working Paper

One-shot trajectory learning of open quantum systems dynamics

ARIF ULLAH, Pavlo O. Dral

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7 results in Arif Ullah in Authors: Arif Ullah

Speeding up quantum dissipative dynamics of open systems with kernel methods

QD3SET-1: A Database with Quantum Dissipative Dynamics Data Sets

MLQD: A package for machine learning-based quantum dissipative dynamics

A comparative study of different machine learning methods for dissipative quantum dynamics

Predicting the future of excitation energy transfer in light-harvesting complex with artificial intelligence-based quantum dynamics

Four-dimensional spacetime atomistic artificial intelligence models

One-shot trajectory learning of open quantum systems dynamics

7 results in Authors: Arif Ullah