Analytic Theory for the Dynamics of Wide Quantum Neural Networks
- Junyu Liu
- Khadijeh Najafi
- et al.
- 2023
- Physical Review Letters
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31 results for Francesco Tacchino
Quantum machine learning framework for virtual screening in drug discovery: a prospective quantum advantage
- Stefano Mensa
- Emre Sahin
- et al.
- 2023
- Machine Learning: Science and Tech.
Quantum algorithms for quantum dynamics
- Alexander Miessen
- Pauline J. Ollitrault
- et al.
- 2022
- Nat. Comput. Sci.
Molecular nanomagnets with competing interactions as optimal units for qudit-based quantum computation
- M. Chizzini
- L. Crippa
- et al.
- 2022
- PRResearch
Extending the reach of quantum computing for materials science with machine learning potentials
- Julian Schuhmacher
- Guglielmo Mazzola
- et al.
- 2022
- AIP Advances
Effective calculation of the Green's function in the time domain on near-term quantum processors
- Francesco Libbi
- Jacopo Rizzo
- et al.
- 2022
- PRResearch
One-particle Green's functions from the quantum equation of motion algorithm
- Jacopo Rizzo
- Francesco Libbi
- et al.
- 2022
- PRResearch
Representation Learning via Quantum Neural Tangent Kernels
- Junyu Liu
- Francesco Tacchino
- et al.
- 2022
- PRX Quantum
Quantum neural networks force fields generation
- Oriel Kiss
- Francesco Tacchino
- et al.
- 2022
- Machine Learning: Science and Tech.
Ancilla-free implementation of generalized measurements for qubits embedded in a qudit space
- Laurin E. Fischer
- Daniel Miller
- et al.
- 2022
- PRResearch