2 papers
cond-mat.dis-nn2026
Physics-inspired transformer quantum states via latent imaginary-time evolution
Kimihiro Yamazaki, Itsushi Sakata, Takuya Konishi +1
Neural quantum states (NQS) are powerful ansätze in the variational Monte Carlo framework, yet their architectures are often treated as black boxes. We propose a physically transp…
cond-mat.str-el2025
Explorative Curriculum Learning for Strongly Correlated Electron Systems
Kimihiro Yamazaki, Takuya Konishi, Yoshinobu Kawahara
Recent advances in neural network quantum states (NQS) have enabled high-accuracy predictions for complex quantum many-body systems such as strongly correlated electron systems. Ho…