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20082025
most citedFast and Accurate Modeling of Molecular Atomization Energies with Machine Learning

2.4k citations

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8 papers · 1 filter

nucl-th2020★ 94 cited

Variational Monte Carlo calculations of nuclei with an artificial neural-network correlator ansatz

Corey Adams, Giuseppe Carleo, Alessandro Lovato +1

The complexity of many-body quantum wave functions is a central aspect of several fields of physics and chemistry where non-perturbative interactions are prominent. Artificial neur…

nucl-th2015★ 8 cited

Transport properties of the Fermi hard-sphere system

Angela Mecca, Alessandro Lovato, Omar Benhar +1

The transport properties of neutron star matter play an important role in many astrophysical processes. We report the results of a calculation of the shear viscosity and thermal co…

nucl-th2015★ 64 cited

Contribution of two particle-two hole final states to the nuclear response

Omar Benhar, Alessandro Lovato, Noemi Rocco

The excitation of two particle-two hole final states in neutrino-nucleus scattering has been advocated by many authors as the source of the excess cross section observed by the Min…

nucl-th2015★ 85 cited

Electromagnetic and neutral-weak response functions of 4He and 12C

A. Lovato, S. Gandolfi, J. Carlson +2

Ab initio calculations of the quasi-elastic electromagnetic and neutral-weak response functions of 4He and 12C are carried out for the first time. They are based on a realistic app…

nucl-th2014★ 9 cited

Effective interaction approach to the Fermi hard-sphere system

Angela Mecca, Alessandro Lovato, Omar Benhar +1

The formalism based on correlated basis functions and the cluster expansion technique has been recently employed to derive an effective interaction from a realistic nuclear hamilto…

nucl-th2014★ 68 cited

Neutral weak current two-body contributions in inclusive scattering from C

A. Lovato, S. Gandolfi, J. Carlson +2

An ab initio calculation of the sum rules of the neutral weak response functions in C is reported, based on a realistic Hamiltonian, including two- and three-nucleon potenti…