JT
Jesse Thaler
hep-phhep-exastro-ph.COhep-thphysics.data-anastro-ph.GAastro-ph.IMcs.LGstat.MLnucl-th
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
W_kbgtwn3j·v1published
Preprints & journals
305 papers in the corpus · 1985–2026Blueprint for an AI-Enabled Particle Theory Community2610.28505v1 · George T. Fleming, Daniel C. Hackett, James Halverson et al.2026 · 0 citationsarXivon Valency
Drell-Yan lepton pair production from low to high transverse momentum2610.02169v1 · Benoit Assi, Enrico Bothmann, John Campbell et al.2026 · 0 citationsarXiv
Machine learning for the LHC physics program: a 2025-2026 stocktake2609.32874v1 · Jesse Thaler2026 · 0 citationsarXiv
Simplex Demixing: Disentangling Multiple Light-Flavor Jets at Colliders2607.24921v2 · Gregorio de la Fuente, Jesse Thaler2026 · 0 citationsarXiv
The Well-Tempered Likelihood: Honest Confidence Intervals for Misspecified Models2607.20718v1 · Benjamin Nachman, Jesse Thaler2026 · 0 citationsarXiv
Deep Learning for Astrophysics: An Open Textbook from the NASA Cosmic Origins AI/ML Science and Technology Interest Group2606.30855v2 · Yuan-Sen Ting, Digvijay Wadekar, Phill Cargile et al.2026 · 0 citationsarXiv
Interpreting "Interpretability" and Explaining "Explainability" in Machine Learning in Physics2606.26228v2 · Rikab Gambhir, Luisa Lucie-Smith, Jesse Thaler2026 · 0 citationsarXiv
Analysis note: Long-range near-side correlation in with -boson-pair events at 183-209 GeV with ALEPH archived data2606.21094v1 · Tzu-An Sheng, Yu-Chen Chen, Yi Chen et al.2026 · 0 citationsarXiv
Reweighting Adversarial Networks for Unbinned Unfolding2606.06603v1 · Umar Sohail Qureshi, Krish Desai, Jesse Thaler et al.2026 · 0 citationsarXiv
Many Wrongs Make a Right: Leveraging Biased Simulations Towards Unbiased Parameter Inference2604.02219v2 · Ezequiel Alvarez, Sean Benevedes, Manuel Szewc et al.2026 · 0 citationsarXiv
Descending into the Modular Bootstrap2604.01275v3 · Nathan Benjamin, A. Liam Fitzpatrick, Wei Li et al.2026 · 0 citationsarXiv
Sven: Singular Value Descent as a Computationally Efficient Natural Gradient Method2604.01279v2 · Samuel Bright-Thonney, Thomas R. Harvey, Andre Lukas et al.2026 · 0 citationsarXiv
Improving parton shower predictions via precision moments of energy flow polynomials2604.00084v2 · Benoit Assi, Kyle Lee, Jesse Thaler2026 · 0 citationsarXiv
Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision2602.17582v1 · Thea Klaeboe Aarrestad, Alaa Abdelhamid, Haider Abidi et al.2026 · 0 citationsarXiv
Unbinned measurement of thrust in collisions at = 91.2 GeV with ALEPH archived data2510.22038v1 · The Electron-Positron Alliance: Anthony Badea, Austin Baty, Hannah Bossi et al.2025 · 0 citationsarXiv
QCD Theory Meets Information Theory.41076691 · Assi, Benoît, Höche, Stefan, Lee, Kyle et al.2025 · 3 citationsPhysical review letters. 2025;135(13):131901
The Future of Artificial Intelligence and the Mathematical and Physical Sciences (AI+MPS)2509.02661v3 · Andrew Ferguson, Marisa LaFleur, Lars Ruthotto et al.2025 · 1 citationarXiv
Analysis note: measurement of thrust in collisions at = 91 GeV with archived ALEPH data2507.14349v3 · Anthony Badea, Austin Baty, Hannah Bossi et al.2025 · 0 citationsarXiv
Isolating Unisolated Upsilons with Anomaly Detection in CMS Open Data.40743163 · Gambhir, Rikab, Mastandrea, Radha, Nachman, Benjamin et al.2025 · 8 citationsPhysical review letters. 2025;135(2):021902
New Angles on Energy Correlators.40577725 · Alipour-Fard, Samuel, Budhraja, Ankita, Thaler, Jesse et al.2025 · 10 citationsPhysical review letters. 2025;134(23):231902
Frequentist Uncertainties on Neural Density Ratios with wifi Ensembles2506.00113v2 · Sean Benevedes, Jesse Thaler2025 · 1 citationarXiv
A Lorentz-Equivariant Transformer for All of the LHC2411.00446v3 · Johann Brehmer, V'ictor Bres'o, Pim de Haan et al.2024 · 24 citationsSciPost Phys. 19, 108 (2025)
Flavor Patterns of Fundamental Particles from Quantum Entanglement?2410.23343v2 · Jesse Thaler, Sokratis Trifinopoulos2024 · 18 citationsarXiv
SPECTER: Efficient Evaluation of the Spectral EMD2410.05379v3 · Rikab Gambhir, Andrew J. Larkoski, Jesse Thaler2024 · 5 citationsarXiv
Exploring the Quantum Universe: Pathways to Innovation and Discovery in Particle Physics2407.19176v1 · Shoji Asai, Amalia Ballarino, Tulika Bose et al.2024 · 30 citationsarXiv
Moment Unfolding2407.11284v2 · Krish Desai, Benjamin Nachman, Jesse Thaler2024 · 5 citationsPhys. Rev. D 110, 116013 Published 13 December, 2024
Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics2405.14806v3 · Jonas Spinner, Victor Bres'o, Pim de Haan et al.2024 · 21 citationsAdvances in Neural Information Processing Systems 38 (NeurIPS 2024)
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models2403.08851v1 · Siddharth Mishra-Sharma, Yiding Song, Jesse Thaler2024 · 2 citationsarXiv
Moments of Clarity: Streamlining Latent Spaces in Machine Learning using Moment Pooling2403.08854v2 · Rikab Gambhir, Athis Osathapan, Jesse Thaler2024 · 3 citationsarXiv
Long-range near-side correlation in Collisions at 183-209 GeV with ALEPH Archived Data2312.05084v3 · Yu-Chen Chen, Yi Chen, Anthony Badea et al.2023 · 17 citationsarXiv
Anomaly Detection in Collider Physics via Factorized Observables2312.00119v2 · Eric M. Metodiev, Jesse Thaler, Raymond Wynne2023 · 9 citationsarXiv
Safe but Incalculable: Energy-weighting is not all you need2311.07652v2 · Samuel Bright-Thonney, Benjamin Nachman, Jesse Thaler2023 · 6 citationsPhys. Rev. D 110, 014029 (2024)
Flavoured jets with exact anti- kinematics and tests of infrared and collinear safety2306.07314v3 · Fabrizio Caola, Rados\law Grabarczyk, Maxwell L. Hutt et al.2023 · 2 citationsarXiv
A Spectral Metric for Collider Geometry2305.03751v2 · Andrew J. Larkoski, Jesse Thaler2023 · 10 citationsarXiv
Pileup and Infrared Radiation Annihilation (PIRANHA): A Paradigm for Continuous Jet Grooming2305.00989v3 · Samuel Alipour-Fard, Patrick T. Komiske, Eric M. Metodiev et al.2023 · 9 citationsJ. High Energ. Phys. 2023, 157 (2023)
SHAPER: Can You Hear the Shape of a Jet?2302.12266v4 · Demba Ba, Akshunna S. Dogra, Rikab Gambhir et al.2023 · 18 citationsJ. High Energ. Phys. 2023, 195 (2023)
Analyzing N-Point Energy Correlators inside Jets with CMS Open Data.36800452 · Komiske, Patrick T, Moult, Ian, Thaler, Jesse et al.2023 · 110 citationsPhysical review letters. 2023;130(5):051901
EPiC-GAN: Equivariant Point Cloud Generation for Particle Jets2301.08128v3 · Erik Buhmann, Gregor Kasieczka, Jesse Thaler2023 · 45 citationsSciPost Phys. 15, 130 (2023)
Comparing Point Cloud Strategies for Collider Event Classification2212.10659v2 · Peter Onyisi, Delon Shen, Jesse Thaler2022 · 7 citationsPhys. Rev. D 108, 012001 (2023)
First measurement of anti-k jet spectra and jet substructure using the archived ALEPH data at 91.2 GeV2211.13519v1 · Yi Chen, Austin Baty, Dennis Perepelitsa et al.2022 · 0 citationsarXiv
TF07 Snowmass Report: Theory of Collider Phenomena2210.02591v2 · Fabio Maltoni, Shufang Su, Jesse Thaler2022 · 0 citationsarXiv
Editorial: Efficient AI in particle physics and astrophysics.36248624 · Duarte, Javier, Liu, Mia, Ngadiuba, Jennifer et al.2022 · 1 citationFrontiers in artificial intelligence. 2022;5:999173
Learning Uncertainties the Frequentist Way: Calibration and Correlation in High Energy Physics.36053691 · Gambhir, Rikab, Nachman, Benjamin, Thaler, Jesse2022 · 13 citationsPhysical review letters. 2022;129(8):082001
Degeneracy Engineering for Classical and Quantum Annealing: A Case Study of Sparse Linear Regression in Collider Physics2205.10375v2 · Eric R. Anschuetz, Lena Funcke, Patrick T. Komiske et al.2022 · 4 citationsPhys. Rev. D 106, 056008 (2022)
Power Counting Energy Flow Polynomials2205.06818v2 · Pedro Cal, Jesse Thaler, Wouter J. Waalewijn2022 · 0 citationsarXiv
Bias and Priors in Machine Learning Calibrations for High Energy Physics2205.05084v2 · Rikab Gambhir, Benjamin Nachman, Jesse Thaler2022 · 10 citationsPhys. Rev. D 106, 036011 (2022)
Disentangling Quarks and Gluons with CMS Open Data2205.04459v2 · Patrick T. Komiske, Serhii Kryhin, Jesse Thaler2022 · 27 citationsarXiv
Quantum Annealing for Jet Clustering with Thrust2205.02814v1 · Andrea Delgado, Jesse Thaler2022 · 19 citationsarXiv
Non-Gaussianities in Collider Energy Flux2205.02857v2 · Hao Chen, Ian Moult, Jesse Thaler et al.2022 · 23 citationsarXiv
Quantum computing for data analysis in high energy physics2203.08805v2 · Andrea Delgado, Kathleen E. Hamilton, Prasanna Date et al.2022 · 18 citationsarXiv
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