Michael Kruse

TL;DR: In this article, ultraviolet and infrared momentum regulators of the model spaces formed by construction of a variational trial wave function which uses a complete set of many-body basis states based upon three-dimensional harmonic oscillator (HO) functions are studied.

TL;DR: In this paper, effective two-and three-body Hamiltonians for the $p$-shell were constructed by performing ab initio no-core shell model (NCSM) calculations for $A=6$ and 7 nuclei.

TL;DR: In this article, the authors present a tutorial on deep neural networks with an emphasis on demystifying deep learning and discuss supervised learning techniques for modeling complicated functions, beginning with familiar regression schemes, and then advancing to more sophisticated deep learning methods.

TL;DR: In this paper, a statistical framework for the calibration of ICF simulations using data collected at the National Ignition Facility (NIF) is described, and Bayesian inferences for a series of laser shots using an approach that is designed to respect the physics simulation as much as possible and then build a second model that links the individual-shot inferences together.

TL;DR: In this paper, an analytically solvable model based upon the simple picture of an asymmetric piston is presented, which provides a unifying framework for the action of mode-1 shell asymmetry and the resulting connections between various diagnostic signatures.