PS
Prasanth Shyamsundar
hep-phhep-exphysics.data-anquant-phcs.LGphysics.comp-phstat.MEstat.MLecon.EMhep-lat
On Valency
published · living versionsW_qkkpsuvh·v1 · currentpublished
Blueprint for an AI-Enabled Particle Theory Community
with George T. Fleming, Daniel C. Hackett, James Halverson, T. J. Hobbs +79
1 version
Preprints & journals
22 papers in the corpus · 2017–2026Blueprint for an AI-Enabled Particle Theory Community2610.28505v1 · George T. Fleming, Daniel C. Hackett, James Halverson et al.2026 · 0 citationsarXivon Valency
Comment on "An implementation of neural simulation-based inference for parameter estimation in ATLAS''2505.19156v1 · Prasanth Shyamsundar2025 · 0 citationsarXiv
ARCANE Reweighting: A Monte Carlo Technique to Tackle the Negative Weights Problem in Collider Event Generation2502.08052v1 · Prasanth Shyamsundar2025 · 0 citationsarXiv
A Demonstration of ARCANE Reweighting: Reducing the Sign Problem in the MC@NLO Generation of Events2502.08053v1 · Prasanth Shyamsundar2025 · 0 citationsarXiv
CV4Quantum: Reducing the Sampling Overhead in Probabilistic Error Cancellation Using Control Variates2502.08735v1 · Prasanth Shyamsundar, Wern Yeen Yeong2025 · 1 citationarXiv
EFT Workshop at Notre Dame2408.11229v1 · Nick Smith, Daniel Spitzbart, Jennet Dickinson et al.2024 · 0 citationsarXiv
Fermion determinants on a quantum computer2407.13080v1 · George T. Fleming, Prasanth Shyamsundar, Judah Unmuth-Yockey2024 · 1 citationarXiv
Variance Reduction via Simultaneous Importance Sampling and Control Variates Techniques Using Vegas2309.12369v2 · Prasanth Shyamsundar, Jacob L. Scott, Stephen Mrenna et al.2023 · 2 citationsSciPost Phys. Codebases 28 (2024)
Optimal Mass Variables for Semivisible Jets2303.16253v4 · Kevin Pedro, Prasanth Shyamsundar2023 · 5 citationsarXiv
Quantum circuit fidelity estimation using machine learning2212.00677v4 · Avi Vadali, Rutuja Kshirsagar, Prasanth Shyamsundar et al.2022 · 24 citationsQuantum Mach. Intell. 6, 1 (2024)
New Machine Learning Techniques for Simulation-Based Inference: InferoStatic Nets, Kernel Score Estimation, and Kernel Likelihood Ratio Estimation2210.01680v2 · Kyoungchul Kong, Konstantin T. Matchev, Stephen Mrenna et al.2022 · 3 citationsarXiv
Kinematic Variables and Feature Engineering for Particle Phenomenology2206.13431v1 · Roberto Franceschini, Doojin Kim, Kyoungchul Kong et al.2022 · 15 citationsarXiv
Qubit assignment using time reversal2201.00445v2 · Evan Peters, Prasanth Shyamsundar, Andy C. Y. Li et al.2022 · 6 citationsPRX Quantum 3, 040333 (2022)
Deep-Learned Event Variables for Collider Phenomenology2105.10126v1 · Doojin Kim, Kyoungchul Kong, Konstantin T. Matchev et al.2021 · 12 citationsarXiv
Non-Boolean Quantum Amplitude Amplification and Quantum Mean Estimation2102.04975v1 · Prasanth Shyamsundar2021 · 10 citationsarXiv
InClass Nets: Independent Classifier Networks for Nonparametric Estimation of Conditional Independence Mixture Models and Unsupervised Classification2009.00131v1 · Konstantin T. Matchev, Prasanth Shyamsundar2020 · 0 citationsarXiv
OASIS: Optimal Analysis-Specific Importance Sampling for event generation2006.16972v2 · Konstantin T. Matchev, Prasanth Shyamsundar2020 · 23 citationsSciPost Phys. 10, 034 (2021)
Finding Wombling Boundaries in LHC Data with Voronoi and Delaunay Tessellations2006.06582v2 · Konstantin T. Matchev, Alexander Roman, Prasanth Shyamsundar2020 · 4 citationsJ. High Energ. Phys. 12 (2020), 137
A Quantum Algorithm for Model-Independent Searches for New Physics2003.02181v3 · Konstantin T. Matchev, Prasanth Shyamsundar, Jordan Smolinsky2020 · 16 citationsLHEP 2023, 301 (2023)
Uncertainties associated with GAN-generated datasets in high energy physics2002.06307v4 · Konstantin T. Matchev, Alexander Roman, Prasanth Shyamsundar2020 · 49 citationsSciPost Phys. 12, 104 (2022)
Optimal event selection and categorization in high energy physics, Part 1: Signal discovery1911.12299v1 · Konstantin K. Matchev, Prasanth Shyamsundar2019 · 2 citationsarXiv
Measuring the mass, width, and couplings of semi-invisible resonances with the Matrix Element Method1708.07641v2 · Amalia Betancur, Dipsikha Debnath, James S. Gainer et al.2017 · 3 citationsPhys. Rev. D 99, 116007 (2019)
Career total: 59 works. 22 are in this corpus.
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