University College Dublin — Ireland
Physics and Astronomy · Physical Sciences
3h-index40citations12works1.52yr avg
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Research Topics
Quantum and electron transport phenomena(6), Machine Learning in Materials Science(4), Quantum many-body systems(3), Neural Networks and Applications(2), Surface and Thin Film Phenomena(2)
Publications12 total
Physical Review Research·2024· 2 citedOpen Access
arXiv (Cornell University)·2024· 1 citedOpen Access
Models and methods for complex quantum nanostructures
Research Repository UCD (University College Dublin)·2023
arXiv (Cornell University)·2022· 5 citedOpen Access
Nanomaterials·2022Open Access
arXiv (Cornell University)·2022Open Access
Physical Review Research·2022· 15 citedOpen Access
Generative Model Learning For Molecular Electronics
Bulletin of the American Physical Society·2021
Physical review. B./Physical review. B·2020· 17 citedOpen Access
Machine learning effective models from a Boltzmann perspective
Bulletin of the American Physical Society·2020
Machine learning effective models for quantum systems
Bulletin of the American Physical Society·2020
Artifcial neural networks as function approximators in quantum many-body physics / Jonas Rigo, BSc
2018
Frequent Co-authors
Andrew K. Mitchell(7), Emma L. Minarelli(3), A. R. Mitchell(2), Sudeshna Sen(1), Andrew Mitchell(1)