From the 1 of 4 linked papers with an AI index.
4 papers
Quantum Phase Diagram of the D Untruncated SU Lattice Gauge Theory with Dynamical Fermions
Gabriel Rouxinol, Julian Bender, Patrick Emonts +2
The paper uses a continuous-group variational Monte Carlo method without truncating the SU(2) gauge field to study the ground‑state phase diagram of a 2+1‑dimensional SU(2) lattice…
Trainability barriers and opportunities in quantum generative modeling
Manuel S. Rudolph, Sacha Lerch, Supanut Thanasilp +5
Quantum generative models provide inherently efficient sampling strategies and thus show promise for achieving an advantage using quantum hardware. In this work, we investigate the…
Quantum anomaly detection in the latent space of proton collision events at the LHC
Vasilis Belis, Kinga Anna Woźniak, Ema Puljak +7
The ongoing quest to discover new phenomena at the LHC necessitates the continuous development of algorithms and technologies. Established approaches like machine learning, along w…
Loop Feynman integration on a quantum computer
Jorge J. MartÃnez de Lejarza, Leandro Cieri, Michele Grossi +2
This work investigates in detail the performance and advantages of a new quantum Monte Carlo integrator, dubbed Quantum Fourier Iterative Amplitude Estimation (QFIAE), to numerical…