Kaelan Donatella

Modern applications of machine learning in quantum sciences

Anna Dawid, Julian Arnold, Borja Requena et al. · arXiv (Cornell University) · 2022 · 68 citations · Full text

Computing, Computer Science, Physics +17

Dynamics with autoregressive neural quantum states: Application to critical quench dynamics

Kaelan Donatella, Zakari Denis, Alexandre Le Boité et al. · Physical review. A/Physical review, A · 2023 · 31 citations · Full text

Natural Sciences, Physics, Dynamical Systems +14

Thermodynamic linear algebra

Maxwell Aifer, Kaelan Donatella, Max Hunter Gordon et al. · npj Unconventional Computing · 2024 · 27 citations · Full text

Computing, Computer Science, Physics +14

Efficient Estimation of Trainability for Variational Quantum Circuits

Valentin Heyraud, Zejian Li, Kaelan Donatella et al. · PRX Quantum · 2023 · 17 citations · Full text

Natural Sciences, Electrical Engineering, Computational Physics +1

Thermodynamic AI and the Fluctuation Frontier

Patrick J. Coles, Collin Szczepanski, Denis Melanson et al. · 2023 · 16 citations

Computing, Computer Science, Physics +10