93 citations · 344 across the 10 of their papers we have counts for
10 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…
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…
Microscopic description of the self-conjugate Xe and Te -decay chain
F. Mercier, J. Zhao, R. -D Lasseri +4
A microscopic calculation of half-lives for the recently observed Xe Te Sn -decay chain is performed using a self-consistent framework based…
Alpha-particle condensation: a nuclear quantum phase transition
J. -P. Ebran, M. Girod, E. Khan +2
When the density of a nuclear system is decreased, homogeneous states undergo the so-called Mott transition towards clusterised states, e.g. alpha clustering, both in nuclei and in…
Taming nuclear complexity with a committee of multilayer neural networks
R. -D. Lasseri, D. Regnier, J. -P. Ebran +1
We demonstrate that a committee of deep neural networks is capable of predicting the ground-state and excited energies of more than 1800 atomic nuclei with an accuracy akin to the…
ADG: Automated generation and evaluation of many-body diagrams I. Bogoliubov many-body perturbation theory
Pierre Arthuis, Thomas Duguet, Alexander Tichai +2
We describe the first version (v1.0.0) of the code ADG that automatically (1) generates all valid Bogoliubov many-body perturbation theory (BMBPT) diagrams and (2) evaluates their…
Single-particle spatial dispersion and clusters in nuclei
J. -P. Ebran, E. Khan, R. -D Lasseri +1
The spatial dispersion of the single-nucleon wave functions is analyzed using the self-consistent mean-field framework based on nuclear energy density functionals, and with the har…
Localization of pairing correlations in nuclei within relativistic mean field models
R. -D. Lasseri, J. -P. Ebran, E. Khan +1
We analyze the localization properties of two-body correlations induced by pairing in the framework of relativistic mean field (RMF) models. The spatial properties of two-body corr…
Axially deformed solution of the Skyrme-Hartree-Fock-Bogolyubov equations using the transformed harmonic oscillator basis (III) hfbtho (v3.00): a new version of the program
R. Navarro Perez, N. Schunck, R. -D. Lasseri +2
We describe the new version 3.00 of the code HFBTHO that solves the nuclear Hartree-Fock (HF) or Hartree-Fock-Bogolyubov (HFB) problem by using the cylindrical transformed deformed…
Lorentz-symmetry test at Planck-scale suppression with nucleons in a spin-polarized Cs cold atom clock
H. Pihan-Le Bars, C. Guerlin, R. -D. Lasseri +5
We introduce an improved model that links the frequency shift of the hyperfine Zeeman transitions to th…