Sotabase

Career

· Staff Scientist, Physics Division, Lawrence Berkeley National Laboratory2020–
· Researcher, Simons Institute for the Theory of Computing2018–
· Chamberlain Postdoctoral Fellow, Lawrence Berkeley National Laboratory2016–2020
· Ph.D. in Physics (minor in Statistics), Stanford University2016–
· MASt in Applied Mathematics, University of Cambridge2013–
· B.A. in Physics, Mathematics, Economics, Cornell University2012–
· Researcher, International Computer Science Institute (ICSI)
· Researcher, University of California, Berkeley (UC Berkeley)

Publications (970)

Jet substructure at the Large Hadron Collider: A review of recent advances in theory and machine learning
Physics reports · 2017
480
cited
A detailed map of Higgs boson interactions by the ATLAS experiment ten years after the discovery
Nature · 2022
474
cited
Jet reconstruction and performance using particle flow with the ATLAS Detector
European Physical Journal C: Particles and Fields · 2017
385
cited
Searching for long-lived particles beyond the Standard Model at the Large Hadron Collider
Journal of Physics G: Nuclear and Particle Physics · 2019
382
cited
ATLAS data quality operations and performance for 2015-2018 data-taking
2019
359
cited
Search for squarks and gluinos in final states with jets and missing transverse momentum using 36fb1 of s=13TeV pp collision data with the ATLAS detector
2018
354
cited
CaloGAN: Simulating 3D High Energy Particle Showers in Multi-Layer Electromagnetic Calorimeters with Generative Adversarial Networks
arXiv.org · 2017
343
cited
A new method to distinguish hadronically decaying boosted Z bosons from W bosons using the ATLAS detector
European Physical Journal C: Particles and Fields · 2015
339
cited
Jet-images — deep learning edition
Journal of High Energy Physics · 2015
335
cited
Performance of the ATLAS muon triggers in Run 2
2020
334
cited
Search for electroweak production of charginos and sleptons decaying into final states with two leptons and missing transverse momentum in $\sqrt{s}=13$ TeV $pp$ collisions using the ATLAS detector
2019
309
cited
Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics Synthesis
Computing and Software for Big Science · 2017
300
cited
Quantum Simulation for High-Energy Physics
PRX Quantum · 2022
297
cited
Jet energy scale and resolution measured in proton-proton collisions at $\sqrt{s}=13$ TeV with the ATLAS detector
2020
294
cited
Measurements of Higgs boson properties in the diphoton decay channel with 36 fb$^{-1}$ of $pp$ collision data at $\sqrt{s} = 13$ TeV with the ATLAS detector
2018
271
cited
Constraints on new phenomena via Higgs boson couplings and invisible decays with the ATLAS detector
Journal of High Energy Physics · 2015
256
cited
Luminosity determination in pp collisions at \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\sqrt{s}$$\end{document}s
The European Physical Journal C · 2016
242
cited
Accelerating Science with Generative Adversarial Networks: An Application to 3D Particle Showers in Multilayer Calorimeters.
Physical Review Letters · 2017
240
cited
Anomaly detection with density estimation
Physical Review D · 2020
238
cited
ATLAS Run 1 searches for direct pair production of third-generation squarks at the Large Hadron Collider
European Physical Journal C: Particles and Fields · 2015
220
cited
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