activity
20102023
most citedEnforcing Analytic Constraints in Neural-Networks Emulating Physical Systems

459 citations · 1.1k across the 17 of their papers we have counts for

collaborators

20 papers

astro-ph.HE2023

Deducing Neutron Star Equation of State from Telescope Spectra with Machine-learning-derived Likelihoods

Delaney Farrell, Pierre Baldi, Jordan Ott +6

The interiors of neutron stars reach densities and temperatures beyond the limits of terrestrial experiments, providing vital laboratories for probing nuclear physics. While the st…

astro-ph.HE2022★ 26 cited

Deducing Neutron Star Equation of State Parameters Directly From Telescope Spectra with Uncertainty-Aware Machine Learning

Delaney Farrell, Pierre Baldi, Jordan Ott +6

Neutron stars provide a unique laboratory for studying matter at extreme pressures and densities. While there is no direct way to explore their interior structure, X-rays emitted f…

hep-ex2022★ 8 cited

Monte Carlo method for constructing confidence intervals with unconstrained and constrained nuisance parameters in the NOvA experiment

M. A. Acero, B. Acharya, P. Adamson +218

Measuring observables to constrain models using maximum-likelihood estimation is fundamental to many physics experiments. Wilks' theorem provides a simple way to construct confiden…

hep-ex2022★ 9 cited

Measurement of the Nucleus Charged-Current Double-Differential Cross Section at 2.4 GeV using NOvA

M. A. Acero, P. Adamson, L. Aliaga +212

The inclusive electron neutrino charged-current cross section is measured in the NOvA near detector using protons-on-target (POT) in the NuMI beam. The sample o…

hep-ex2021★ 204 cited

An Improved Measurement of Neutrino Oscillation Parameters by the NOvA Experiment

M. A. Acero, P. Adamson, L. Aliaga +202

We present new , , , and oscillation measurements by the NOvA exper…

hep-ex2021★ 4 cited

Extended search for supernova-like neutrinos in NOvA coincident with LIGO/Virgo detections

M. A. Acero, P. Adamson, L. Aliaga +200

A search is performed for supernova-like neutrino interactions coincident with 76 gravitational wave events detected by the LIGO/Virgo Collaboration. For 40 of these events, full r…