1 citations · 3 across the 16 of their papers we have counts for
Showing quant-phShow all
3 papers · 1 filter
quant-ph2025★ 1 cited
Edge of Many-Body Quantum Chaos in Quantum Reservoir Computing
Kaito Kobayashi, Yukitoshi Motome
Reservoir computing (RC) is a machine learning paradigm that harnesses dynamical systems as computational resources. In its quantum extension -- quantum reservoir computing (QRC) -…
quant-ph2025
Quantum reservoir probing of quantum phase transitions
Kaito Kobayashi, Yukitoshi Motome
Quantum phase transitions are highly remarkable phenomena manifesting in quantum many-body systems. However, their precise identifications in equilibrium systems pose significant t…
quant-ph2024
Quantum reservoir probing: an inverse paradigm of quantum reservoir computing for exploring quantum many-body physics
Kaito Kobayashi, Yukitoshi Motome
Quantum reservoir computing (QRC) is a brain-inspired computational paradigm, exploiting natural dynamics of a quantum system for information processing. To date, a multitude of qu…