34 citations · 92 across the 7 of their papers we have counts for
7 papers
A Differentiable DFT-Based Framework for Inverse Materials Design
Kohei Ishii, Hisazumi Akai, Tetsuya Fukushima +2
Discovering solid-state materials with target properties remains a central challenge in computational materials science. Existing approaches -- high-throughput screening, surrogate…
Inverse magneto-conductance design by automatic differentiation
Yuta Hirasaki, Koji Inui, Eiji Saitoh
Magneto-conductance in thin wires often exhibits complicated patterns due to the quantum interference of conduction electrons. These patterns reflect microscopic structures in the…
Inverse Hamiltonian design of highly-entangled quantum systems
Koji Inui, Yukitoshi Motome
Solving inverse problems to identify Hamiltonians with desired properties holds promise for the discovery of fundamental principles. In quantum systems, quantum entanglement plays…
A comprehensive survey on quantum computer usage: How many qubits are employed for what purposes?
Tsubasa Ichikawa, Hideaki Hakoshima, Koji Inui +18
Quantum computers (QCs), which work based on the law of quantum mechanics, are expected to be faster than classical computers in several computational tasks such as prime factoring…
Inverse Hamiltonian design by automatic differentiation
Koji Inui, Yukitoshi Motome
An ultimate goal of materials science is to deliver materials with desired properties at will. In the theoretical study, a standard approach consists of constructing a Hamiltonian…
Determinant-free fermionic wave function using feed-forward neural networks
Koji Inui, Yasuyuki Kato, Yukitoshi Motome
We propose a general framework for finding the ground state of many-body fermionic systems by using feed-forward neural networks. The anticommutation relation for fermions is usual…
Channel-selective non-Fermi liquid behavior in the two-channel Kondo lattice model under a magnetic field
Koji Inui, Yukitoshi Motome
Stimulated by anomalous behaviors found in non-Kramers -electron systems in an applied magnetic field, we study a two-channel Kondo lattice model by using a cluster extension of…