Cole Miles

Machine learning discovery of new phases in programmable quantum simulator snapshots

Cole Miles, Rhine Samajdar, Sepehr Ebadi et al. · Physical Review Research · 2023 · 42 citations · Full text

Computing, Computer Science, Physics +17

Geometric integration of classical spin dynamics via a mean-field Schrödinger equation

David Dahlbom, Hao Zhang, Cole Miles et al. · Physical review. B./Physical review. B · 2022 · 34 citations · Full text

Natural Sciences, Physics, Condensed Matter Physics +13

Langevin dynamics of generalized spins as SU(<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>N</mml:mi></mml:math>) coherent states

David Dahlbom, Cole Miles, Hao Zhang et al. · Physical review. B./Physical review. B · 2022 · 33 citations · Full text

Natural Sciences, Physics, Computational Physics +13

Snapshots used in "Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data"

Cole Miles, Annabelle Bohrdt, Ruihan Wu et al. · RePEc: Research Papers in Economics · 2021 · 18 citations · Full text

Computing, Computer Science, Physics +17

Machine learning of Kondo physics using variational autoencoders and symbolic regression

Cole Miles, Matthew R. Carbone, Erica J. Sturm et al. · Physical review. B./Physical review. B · 2021 · 17 citations · Full text

Computing, Computer Science, Physics +17