Michele Grossi

1. Trainability barriers and opportunities in quantum generative modeling
   2023/05/04 by Manuel S. Rudolph, Sacha Lerch, Rudolph, Manuel S. +12 · 16 citations
   Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
2. Parameterized quantum circuits as universal generative models for continuous multivariate distributions
   2024/02/15 by Alice Barthe, Barthe, Alice, Michele Grossi +7 · 5 citations
   Computer Science · #Quantum Computing Algorithms and Architecture #Evolutionary Algorithms and Applications
3. Latent Style-based Quantum GAN for high-quality Image Generation
   2024/06/04 by Su Yeon Chang, Supanut Thanasilp, Chang, Su Yeon +7 · 5 citations
   Computer Science · #Computational Physics and Python Applications
4. Statistics of topological defects across a phase transition in a digital superconducting quantum processor
   2024/10/08 by Oriel Kiss, Daniil Teplitskiy, Kiss, Oriel +5 · 2 citations
   Engineering · Materials Science · Physics and Astronomy · #Advancements in Semiconductor Devices and Circuit Design #Electronic and Structural Properties of Oxides #FOS: Physical sciences #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech) #Surface and Thin Film Phenomena
5. On Dequantization of Supervised Quantum Machine Learning via Random Fourier Features
   2025/05/21 by Mehrad Sahebi, Sahebi, Mehrad, Alice Barthe +7 · 3 citations
   Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Statistical Mechanics and Entropy
6. Universal Optimization and Tighter Fidelity Bounds for Approximate Quantum Error Correction
   2026/07/27 by Jing Wu, Michele Grossi, Doga Kurkcuoglu +1
   #quant-ph
7. Neural quantum states for non-Abelian lattice gauge theories with dynamical fermions
   2026/07/28 by Gabriel Rouxinol, Julian Bender, Michele Grossi +2 · 1 citation
   Physics and Astronomy · #cond-mat.quant-gas #cond-mat.str-el #hep-lat #hep-ph #quant-ph
8. MPStab: an hybrid stabilizers tensor-network quantum circuit simulator
   2026/07/27 by Giulio Crognaletti, Mattia Robbiano, Michele Grossi +1
   #quant-ph
9. Quantum Phase Diagram of the 2+1D Untruncated SU(2) Lattice Gauge Theory with Dynamical Fermions
   2026/07/28 by Gabriel Rouxinol, Julian Bender, Patrick Emonts +2 · 1 citation
   Physics and Astronomy · #cond-mat.quant-gas #cond-mat.str-el #hep-lat #hep-ph #quant-ph