MS
Michael Spannowsky
hep-phhep-exhep-thquant-phcs.LGastro-ph.COhep-latphysics.data-anstat.MLcond-mat.mtrl-sci
On Valency
published · living versionsW_gs8nk2ej·v1 · currentpublished
Higher Order Component Attribution via Learned Surrogates in High Energy Physics
with Lauri Laatu, Aritra Bal, Benedikt Maier, Markus Klute
1 version
W_prhjgmcf·v1published
Preprints & journals
238 papers in the corpus · 2007–2026QGrAT: Quantum Grade-Aware Transformer for Jet Tagging2610.17351v1 · Pallavi Bhardwaj, Michael Spannowsky2026 · 0 citationsarXiv
Electroweak and Single Top-Quark Conspiracy in Current LHC Data2608.21510v1 · Christoph Englert, Roman Kogler, Michael Spannowsky2026 · 0 citationsarXiv
Robust Quantum Machine Learning for Collider Event Selection under Detector Variability2608.11330v1 · Christopher Brown, Michael Spannowsky, Simon Williams2026 · 0 citationsarXiv
Conformal calibration and look-elsewhere effect in anomaly detection for new-physics searches2606.13780v1 · Jack Y. Araz, Michael Spannowsky2026 · 0 citationsarXiv
QUIVER: Quantum-Informed Views for Enhanced Representations in Large ML Models2606.02785v1 · Aritra Bal, Michael Binder, Markus Klute et al.2026 · 0 citationsarXiv
From Information Geometry to Jet Substructure: A Triality of Cumulant Tensors, Energy Correlators, and Hypergraphs2605.03063v2 · Aritra Bal, Markus Klute, Benedikt Maier et al.2026 · 0 citationsarXiv
Searching for axions with quantum interferometry2604.13181v1 · Tanmay Kumar Poddar, Michael Spannowsky2026 · 0 citationsarXiv
From Reachability to Learnability: Geometric Design Principles for Quantum Neural Networks2603.03071v2 · Vishal S. Ngairangbam, Michael Spannowsky2026 · 0 citationsarXiv
Differentiating Dimension-6 and Dimension-8 Effects in SMEFT at the HL-LHC2602.02720v1 · Manimala Mitra, Shakeel Ur Rahaman, Subham Saha et al.2026 · 0 citationsarXiv
Weak boson probes of Higgs unitarity restoration at 10 TeV parton colliders2601.14404v2 · Christoph Englert, Wrishik Naskar, Andrew D. Pilkington et al.2026 · 0 citationsPhys.Lett.B 880 (2026) 140796
Communicating likelihoods with normalising flows.42453938 · Araz, Jack Y, Beck, Anja, Reboud, Méril et al.2026 · 1 citationThe European physical journal. C, Particles and fields. 2026;86(7):805
Another Fit Bites the Dust: Conformal Prediction as a Calibration Standard for Machine Learning in High-Energy Physics2512.17048v1 · Jack Y. Araz, Michael Spannowsky2025 · 0 citationsarXiv
QINNs: Quantum-Informed Neural Networks2510.17984v1 · Aritra Bal, Markus Klute, Benedikt Maier et al.2025 · 0 citationsarXiv
Continuous-variable photonic quantum extreme learning machines for fast collider-data selection2510.13994v2 · Benedikt Maier, Michael Spannowsky, Simon Williams2025 · 1 citationEPJ Quant. Technol. 13 (2026) 1, 70
Searching for New Physics with the Large Hadron Collider2510.03704v1 · Michael Spannowsky2025 · 0 citationsarXiv
Stable and Interpretable Jet Physics with IRC-Safe Equivariant Feature Extraction2509.22059v1 · Partha Konar, Vishal S. Ngairangbam, Michael Spannowsky et al.2025 · 0 citationsarXiv
Theory-informed neural networks for particle physics2507.13447v1 · Barry M. Dillon, Michael Spannowsky2025 · 1 citationarXiv
Harnessing Higgs Kinematics for HEFT Constraints2506.19401v1 · Christoph Englert, Tom Ingebretsen Carlson, Jorgen Sjolin et al.2025 · 3 citationsarXiv
Improved Ground State Estimation in Quantum Field Theories via Normalising Flow-Assisted Neural Quantum States2506.12128v1 · Vishal S. Ngairangbam, Michael Spannowsky, Timur Sypchenko2025 · 0 citationsarXiv
Real-Time Scattering on Quantum Computers via Hamiltonian Truncation2505.03878v1 · James Ingoldby, Michael Spannowsky, Timur Sypchenko et al.2025 · 0 citationsarXiv
Potential Blind Directions at TeraZ2504.16558v3 · Mikael Chala, Juan Carlos Criado, Michael Spannowsky2025 · 1 citationarXiv
Distorting the Top Resonance with Effective Interactions2503.19841v1 · Felix Egle, Christoph Englert, Margarete Muhlleitner et al.2025 · 0 citationsarXiv
Three-Body Non-Locality in Particle Decays2502.19470v3 · PawełHorodecki, Kazuki Sakurai, Abhyoudai S. Shaleena et al.2025 · 6 citationsJHEP 10 (2025) 160
1 Particle - 1 Qubit: Particle Physics Data Encoding for Quantum Machine Learning2502.17301v2 · Aritra Bal, Markus Klute, Benedikt Maier et al.2025 · 3 citationsPhys. Rev. D 112 (2025) 076004
Enhancing anomaly detection with topology-aware autoencoders2502.10163v1 · Vishal S. Ngairangbam, B\lażej Rozwoda, Kazuki Sakurai et al.2025 · 1 citationarXiv
Limits on New Lorentz-violating Bosons2502.05263v2 · P. Carenza, J. Jaeckel, G. Lucente et al.2025 · 2 citationsJHEP 08 (2025) 213
Real-Time Scattering Processes with Continuous-Variable Quantum Computers2502.01767v2 · Steven Abel, Michael Spannowsky, Simon Williams2025 · 9 citationsPhys. Rev. A 112 (2025), 012614
Electroweak Scalar Effects Beyond Dimension-6 in SMEFT2501.12160v1 · Nilabhra Adhikary, Tisa Biswas, Joydeep Chakrabortty et al.2025 · 5 citationsarXiv
Impact of New Physics on Momentum-Dependent Particle Widths and Propagators2501.08407v2 · Christoph Englert, Wrishik Naskar, Michael Spannowsky2025 · 0 citationsPhys. Rev. D 111, 055017, 17 March, 2025
Optimal Equivariant Architectures from the Symmetries of Matrix-Element Likelihoods2410.18553v1 · Daniel Maitre, Vishal S. Ngairangbam, Michael Spannowsky2024 · 6 citationsarXiv
Collective variables of neural networks: empirical time evolution and scaling laws2410.07451v1 · Samuel Tovey, Sven Krippendorf, Michael Spannowsky et al.2024 · 1 citationarXiv
The role of data embedding in quantum autoencoders for improved anomaly detection2409.04519v1 · Jack Y. Araz, Michael Spannowsky2024 · 2 citationsQuantum Mach. Intell. 8, 61 (2026)
Probing right-handed neutrinos via tri-lepton signals at the HL-LHC2408.08565v2 · Manimala Mitra, Subham Saha, Michael Spannowsky et al.2024 · 5 citationsarXiv
Optimal Symmetries in Binary Classification2408.08823v2 · Vishal S. Ngairangbam, Michael Spannowsky2024 · 1 citationarXiv
Field Redefinitions in Classical Field Theory with some Quantum Perspectives2408.03369v1 · Juan Carlos Criado, Joerg Jaeckel, Michael Spannowsky2024 · 2 citationsarXiv
Enhancing Quantum Field Theory Simulations on NISQ Devices with Hamiltonian Truncation2407.19022v2 · James Ingoldby, Michael Spannowsky, Timur Sypchenko et al.2024 · 10 citationsPhys. Rev. D 110 (2024), 096016
Electroweak corrections and EFT operators in production at the LHC2406.15640v2 · Shankha Banerjee, Daniel Reichelt, Michael Spannowsky2024 · 6 citationsPhys.Rev.D 110 (2024) 11, 115012
Training neural networks with universal adiabatic quantum computing.38974137 · Abel, Steve, Criado, Juan Carlos, Spannowsky, Michael2024 · 3 citationsFrontiers in artificial intelligence. 2024;7:1368569
Quantum pathways for charged track finding in high-energy collisions.38873179 · Brown, Christopher, Spannowsky, Michael, Tapper, Alexander et al.2024 · 6 citationsFrontiers in artificial intelligence. 2024;7:1339785
Three-Body Entanglement in Particle Decays.38682985 · Sakurai, Kazuki, Spannowsky, Michael2024 · 23 citationsPhysical review letters. 2024;132(15):151602
Generating Quantum Reservoir State Representations with Random Matrices2404.07278v3 · Samuel Tovey, Tobias Fellner, Christian Holm et al.2024 · 2 citationsMach. Learn.: Sci. Technol. 6 (2025) 015068
Simulating quantum field theories on continuous-variable quantum computers2403.10619v2 · Steven Abel, Michael Spannowsky, Simon Williams2024 · 21 citationsPhys. Rev. A 110 (2024) 1, 012607
Equivariant, Safe and Sensitive -- Graph Networks for New Physics2402.12449v3 · Akanksha Bhardwaj, Christoph Englert, Wrishik Naskar et al.2024 · 10 citationsJHEP 07 (2024) 245
Dispelling the myth for the High-Luminosity LHC2402.07985v2 · Alberto Belvedere, Christoph Englert, Roman Kogler et al.2024 · 18 citationsEur. Phys. J. C 84, 715 (2024)
Higgs boson off-shell measurements probe non-linearities2402.06746v2 · Anisha, Christoph Englert, Roman Kogler et al.2024 · 8 citationsarXiv
Exploring thermal equilibria of the Fermi-Hubbard model with variational quantum algorithms2312.09292v2 · Jack Y. Araz, Michael Spannowsky, Matthew Wingate2023 · 4 citationsPhys. Rev. A, 109:062422, Jun 2024
Interpretable deep learning models for the inference and classification of LHC data2312.12330v2 · Vishal S. Ngairangbam, Michael Spannowsky2023 · 7 citationsJHEP 05 (2024) 004
Hypergraphs in LHC Phenomenology -- The Next Frontier of IRC-Safe Feature Extraction2309.17351v2 · Partha Konar, Vishal S. Ngairangbam, Michael Spannowsky2023 · 8 citationsJ. High Energ. Phys. 2024, 113 (2024)
Deuterium spectroscopy for enhanced bounds on physics beyond the Standard Model2309.03732v2 · Robert M. Potvliege, Adair Nicolson, Matthew P. A. Jones et al.2023 · 15 citationsPhys. Rev. A 108, 052825 (2023)
Simulating Lattice Gauge Theory with the Variational Quantum Thermalizer2306.06057v1 · Michael Fromm, Owe Philipsen, Michael Spannowsky et al.2023 · 18 citationsEPJ Quantum Technol. 11, 20 (2024)
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