180 citations · 757 across the 14 of their papers we have counts for
14 papers
Generative deep-learning reveals collective variables of Fermionic systems
Raphaël-David Lasseri, David Regnier, Mikaël Frosini +2
Complex processes ranging from protein folding to nuclear fission often follow a low-dimension reaction path parameterized in terms of a few collective variables. In nuclear theory…
Quantum fluctuations induce collective multiphonons in finite Fermi liquids
Petar Marević, David Regnier, Denis Lacroix
We show that collective multiphonon states in atomic nuclei emerge at high excitation energies when quantum fluctuations in the collective space are included beyond the independent…
Building Surrogate Models of Nuclear Density Functional Theory with Gaussian Processesand Autoencoders
Marc Verriere, Nicolas Schunck, Irene Kim +5
From the lightest Hydrogen isotopes up to the recently synthesized Oganesson (Z=118), it is estimated that as many as about 3000 atomic nuclei could exist in nature. Most of these…
Theory of Nuclear Fission
Nicolas Schunck, David Regnier
Atomic nuclei are quantum many-body systems of protons and neutrons held together by strong nuclear forces. Under the proper conditions, nuclei can break into two (sometimes three)…
Microscopic Calculation of Fission Product Yields with Particle Number Projection
Marc Verriere, David Regnier, Nicolas Schunck
Fission fragments' charge and mass distribution is an important input to applications ranging from basic science to energy production or nuclear non-proliferation. In simulations o…
The time-dependent generator coordinate method in nuclear physics
Marc Verriere, David Regnier
The emergence of collective behaviors and the existence of large amplitude motions are both central features in the fields of nuclear structure and reactions. From a theoretical po…