activity
20152022
most citedRestricted-Boltzmann-Machine Learning for Solving Strongly Correlated Quantum Systems

341 citations · 619 across the 6 of their papers we have counts for

collaborators

20 papers

cond-mat.str-el2022

downfolding based on the GW approximation for infinite-layer nickelates

Motoaki Hirayama, Yusuke Nomura, Ryotaro Arita

We derive an effective three-orbital model for the infinite-layer nickelates based on the band structure obtained by the GW approximation (GWA), where we consider the Ni 3$d_{x^2-y…

quant-ph20226 cited

Investigating Network Parameters in Neural-Network Quantum States

Yusuke Nomura

Recently, quantum-state representation using artificial neural networks has started to be recognized as a powerful tool. However, due to the black-box nature of machine learning, i…

cond-mat.str-el2021

Fully filling-controlled pyrochlore ruthenates: emergent ferromagnetic-metal state and geometrical Hall effect

Ryoma Kaneko, Kentaro Ueda, Shiro Sakai +4

Carrier doping to the Mott insulator is essential to produce highly correlated metals with emergent properties. Pyrochlore ruthenates, PrRuO (Ru- electron num…

cond-mat.str-el2021

Purifying Deep Boltzmann Machines for Thermal Quantum States

Yusuke Nomura, Nobuyuki Yoshioka, Franco Nori

We develop two cutting-edge approaches to construct deep neural networks representing the purified finite-temperature states of quantum many-body systems. Both methods commonly aim…

cond-mat.str-el2020

Geometrical Hall effect and momentum-space Berry curvature from spin-reversed band pairs

Max Hirschberger, Yusuke Nomura, Hiroyuki Mitamura +10

When nanometric, noncoplanar spin textures with scalar spin chirality (SSC) are coupled to itinerant electrons, they endow the quasiparticle wavefunctions with a gauge field, terme…

cond-mat.str-el2020

Magnetic exchange coupling in cuprate-analog nickelates

Yusuke Nomura, Takuya Nomoto, Motoaki Hirayama +1

Motivated by the recent discovery of superconductivity in doped NdNiO, we study the magnetic exchange interaction in layered nickelates from first principles. The mot…