39 citations · 69 across the 4 of their papers we have counts for
4 papers
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…
A Bayesian Analysis of Nuclear Deformation Properties with Skyrme Energy Functionals
N. Schunck, K. R. Quinlan, J. Bernstein
In spite of numerous scientific and practical applications, there is still no comprehensive theoretical description of the nuclear fission process based solely on protons, neutrons…
Quantifying uncertainties in neutron-alpha scattering with chiral nucleon-nucleon and three-nucleon forces
Konstantinos Kravvaris, Kevin R. Quinlan, Sofia Quaglioni +2
Background: Modern ab initio theory combined with high-quality nucleon-nucleon (NN) and three-nucleon (3N) interactions from chiral effective field theory (EFT) can provide a predi…
How to Host a Data Competition: Statistical Advice for Design and Analysis of a Data Competition
Christine M. Anderson-Cook, Kary L. Myers, Lu Lu +3
Data competitions rely on real-time leaderboards to rank competitor entries and stimulate algorithm improvement. While such competitions have become quite popular and prevalent, pa…