[*] equal contribution  ·  see my Google Scholar for the full list

• 

  Sensorimotor World Models: Perception for Action via Inverse Dynamics

  Petr Ivashkov, Randall Balestriero, Bernhard Schölkopf

  arXiv (2026)

  [paper] [code] [webpage]
• 

  Learning Arbitrary Lindbladians with Quantum Error Correction

  Nikita Romanov, Petr Ivashkov, Weiyuan Gong, Ishaan Kannan, Andi Gu, Hong‑Ye Hu, Susanne F. Yelin

  arXiv (2026)

  [paper]
• 

  Ansatz-Free Learning of Lindbladian Dynamics In Situ

  Petr Ivashkov*, Nikita Romanov*, Weiyuan Gong, Andi Gu, Hong‑Ye Hu, Susanne F. Yelin

  arXiv (2026)

  [paper] [poster]
• 

  QKAN: Quantum Kolmogorov-Arnold Networks with Applications in Machine Learning and Multivariate State Preparation

  Petr Ivashkov, Po‑Wei Huang, Kelvin Koor, Lirandë Pira, Patrick Rebentrost

  npj Quantum Information 12, 73 (2026)

  [paper] [slides] [poster]
• 

  From Quantum-Enhanced to Quantum-Inspired Monte Carlo

  Johannes Christmann*, Petr Ivashkov*, Mattia Chiurco, Guglielmo Mazzola

  Phys. Rev. A 111, 042615 (2025)

  [paper] [code]
• 

  High-Fidelity, Multiqubit Generalized Measurements with Dynamic Circuits

  Petr Ivashkov, Gideon Uchehara, Liang Jiang, Derek S. Wang, Alireza Seif

  PRX Quantum 5, 030315 (2024)

  [paper] [talk] [code] [poster]