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213 results on '"Spannowsky, Michael"'

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1. Optimal Equivariant Architectures from the Symmetries of Matrix-Element Likelihoods

2. Collective variables of neural networks: empirical time evolution and scaling laws

3. The role of data embedding in quantum autoencoders for improved anomaly detection

4. Optimal Symmetries in Binary Classification

5. Probing right-handed neutrinos via tri-lepton signals at the HL-LHC

6. Field Redefinitions in Classical Field Theory with some Quantum Perspectives

7. Enhancing Quantum Field Theory Simulations on NISQ Devices with Hamiltonian Truncation

8. Electroweak Corrections and EFT Operators in $W^+W^-$ production at the LHC

9. Generating Reservoir State Descriptions with Random Matrices

10. Simulating quantum field theories on continuous-variable quantum computers

11. Equivariant, Safe and Sensitive -- Graph Networks for New Physics

12. Dispelling the $\sqrt{L}$ myth for the High-Luminosity LHC

13. Higgs boson off-shell measurements probe non-linearities

14. Interpretable deep learning models for the inference and classification of LHC data

15. Exploring thermal equilibria of the Fermi-Hubbard model with variational quantum algorithms

16. Quantum Pathways for Charged Track Finding in High-Energy Collisions

17. Three-body Entanglement in Particle Decays

18. Hypergraphs in LHC Phenomenology -- The Next Frontier of IRC-Safe Feature Extraction

19. Deuterium spectroscopy for enhanced bounds on physics beyond the Standard Model

20. Training Neural Networks with Universal Adiabatic Quantum Computing

21. Simulating $\mathbb{Z}_2$ Lattice Gauge Theory with the Variational Quantum Thermalizer

22. Hunting for Neutral Leptons with Ultra-High-Energy Cosmic Rays

23. EFT, decoupling, Higgs boson mixing, and higher dimensional operators

24. Charting the Skyrmion Free-Energy Landscape

25. Generative Invertible Quantum Neural Networks

27. FeynMG: a FeynRules extension for scalar-tensor theories of gravity

28. Prospects for exotic $h\rightarrow 4 \tau$ decays in single and di-Higgs boson production at the LHC and future hadron colliders

29. Probing Poincar\'e Violation

30. Quantum-probabilistic Hamiltonian learning for generative modelling & anomaly detection

31. Integrating out heavy scalars with modified EOMs: matching computation of dimension-eight SMEFT coefficients

32. Re-examining $N_{R}$-EFT Upto Dimension Six

33. Towards a Quantum Simulation of Nonlinear Sigma Models with a Topological Term

34. A Genetic Quantum Annealing Algorithm

35. Collider Events on a Quantum Computer

36. QFitter -- A Quantum Fitting Framework Applied to Effective Field Theories

37. Identifying magnetic antiskyrmions while they form with convolutional neural networks

38. IRC-safe Graph Autoencoder for unsupervised anomaly detection

39. Qade: Solving Differential Equations on Quantum Annealers

40. New Higgs decays to axion-like particles

41. Completely Quantum Neural Networks

42. A duality connecting neural network and cosmological dynamics

43. Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC data

44. Secluded Dark Matter in Gauged $B-L$ Model

45. Unsupervised quark/gluon jet tagging with Poissonian Mixture Models

46. Anomaly detection in high-energy physics using a quantum autoencoder

47. Effective limits on single scalar extensions in the light of recent LHC data

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