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19982026
most citedMachine Learning in Nuclear Physics

255 citations

Showing 2021Show all

6 papers · 1 filter

nucl-th2021★ 255 cited

Machine Learning in Nuclear Physics

Amber Boehnlein, Markus Diefenthaler, Cristiano Fanelli +15

Advances in machine learning methods provide tools that have broad applicability in scientific research. These techniques are being applied across the diversity of nuclear physics…

physics.comp-ph2021★ 1 cited

Implicit Quantile Neural Networks for Jet Simulation and Correction

Braden Kronheim, Michelle P. Kuchera, Harrison B. Prosper +1

Reliable modeling of conditional densities is important for quantitative scientific fields such as particle physics. In domains outside physics, implicit quantile neural networks (…

astro-ph.HE2021★ 25 cited

Variability and Spectral Characteristics of Three Flaring Gamma-ray Quasars Observed by VERITAS and Fermi-LAT

C. B. Adams, J. Batshoun, W. Benbow +63

Flat spectrum radio quasars (FSRQs) are the most luminous blazars at GeV energies, but only rarely emit detectable fluxes of TeV gamma rays, typically during bright GeV flares. We…

cs.DC2021

Seriema: RDMA-based Remote Invocationwith a Case-Study on Monte-Carlo Tree Search

Hammurabi Mendes, Bryce Wiedenbeck, Aidan O'Neill

We introduce Seriema, a middleware that integrates RDMA-based remote invocation, asynchronous data transfer, NUMA-aware automatic management of registered memory, and message aggre…

math.CO2021★ 2 cited

A lifting of the Goulden-Jackson cluster method to the Malvenuto-Reutenauer algebra

Yan Zhuang

The Goulden-Jackson cluster method is a powerful tool for counting words by occurrences of prescribed subwords, and was adapted by Elizalde and Noy for counting permutations by occ…

astro-ph.SR2021★ 7 cited

Are the brightest coronal loops always rooted in mixed-polarity magnetic flux?

Sanjiv K. Tiwari, Caroline L. Evans, Navdeep K. Panesar +2

A recent study demonstrated that freedom of convection and strength of magnetic field in the photospheric feet of active-region (AR) coronal loops, together, can engender or quench…