Quantum Approximate Optimization for Hard Problems in Linear Algebra. - Ajinkya Borle; Vincent E. Elfving; Samuel J. Lomonaco (CoRR, 2020)

Quantum Model-Discovery. - Niklas Heim; Atiyo Ghosh; Oleksandr Kyriienko; Vincent E. Elfving (CoRR, 2021)

Integral Transforms in a Physics-Informed (Quantum) Neural Network setting: Applications & Use-Cases. - Niraj Kumar; Evan Philip; Vincent E. Elfving (CoRR, 2022)

Financial Risk Management on a Neutral Atom Quantum Processor. - Lucas Leclerc; Luis Ortiz-Guitierrez; Sebastián Grijalva; Boris Albrecht; Julia R. K. Cline; Vincent E. Elfving; Adrien Signoles; Loïc Henriet; Gianni Del Bimbo; Usman Ayub Sheikh; Maitree Shah; Luc Andrea; et al. (CoRR, 2022)

Harmonic (Quantum) Neural Networks. - Atiyo Ghosh; Antonio A. Gentile; Mario Dagrada; Chul Lee; Seong-Hyok Sean Kim; Hyukgeun Cha; Yunjun Choi; Brad Kim; Jeong-Il Kye; Vincent E. Elfving (CoRR, 2022)

Harmonic Neural Networks. - Atiyo Ghosh; Antonio Andrea Gentile; Mario Dagrada; Chul Lee; Seong-Hyok Sean Kim; Hyukgeun Cha; Yunjun Choi; Dongho Kim; Jeong-Il Kye; Vincent Emanuel Elfving (ICML, 2023)

What can we learn from quantum convolutional neural networks? - Chukwudubem Umeano; Annie E. Paine; Vincent E. Elfving; Oleksandr Kyriienko (CoRR, 2023)

Let Quantum Neural Networks Choose Their Own Frequencies. - Ben Jaderberg; Antonio A. Gentile; Youssef Achari Berrada; Elvira Shishenina; Vincent E. Elfving (CoRR, 2023)

Qadence: a differentiable interface for digital-analog programs. - Dominik Seitz; Niklas Heim; João P. Moutinho; Roland Guichard; Vytautas Abramavicius; Aleksander Wennersteen; Gert-Jan Both; Anton Quelle; Caroline de Groot; Gergana V. Velikova; Vincent E. Elfving; Mario Dagrada (CoRR, 2024)

Geometric quantum machine learning of BQPA protocols and latent graph classifiers. - Chukwudubem Umeano; Vincent E. Elfving; Oleksandr Kyriienko (CoRR, 2024)

Quantum extremal learning. - Savvas Varsamopoulos; Evan Philip; Vincent E. Elfving; Herman W. T. van Vlijmen; Sairam Menon; Ann Vos; Natalia Dyubankova; Bert Torfs; Anthony Rowe 002 (Quantum Mach. Intell., 2024)