41 citations · 41 across the 3 of their papers we have counts for
3 papers
Building a research-software catalog with a coding agent: from hackathon prototype to public deployment
Kazuyoshi Yoshimi, Satoshi Terasaki, Gotai Yamada
Generative AI and coding agents can accelerate research software development, but they also increase the need for efficient software discovery and maintenance. We developed a repos…
Physics-informed neural network model for quantum impurity problems based on Lehmann representation
Fumiya Kakizawa, Satoshi Terasaki, Hiroshi Shinaoka
We propose a physics-informed neural network (PINN) model to efficiently predict the self-energy of Anderson impurity models (AIMs) based on the Lehmann representation. As an examp…
Learning tensor networks with tensor cross interpolation: new algorithms and libraries
Yuriel Núñez Fernández, Marc K. Ritter, Matthieu Jeannin +8
The tensor cross interpolation (TCI) algorithm is a rank-revealing algorithm for decomposing low-rank, high-dimensional tensors into tensor trains/matrix product states (MPS). TCI…