6 citations · 6 across the 1 of their papers we have counts for
4 papers
Generative Inverse Design of Crystal Structures via Diffusion Models with Transformers
Izumi Takahara, Kiyou Shibata, Teruyasu Mizoguchi
Recent advances in deep learning have enabled the generation of realistic data by training generative models on large datasets of text, images, and audio. While these models have d…
Crystal orbital overlap population based on all-electron ab initio simulation with numeric atom-centered orbitals and its application to chemical-bonding analysis in Li-intercalated layered materials
Izumi Takahara, Kiyou Shibata, Teruyasu Mizoguchi
Crystal Orbital Overlap Population (COOP) is one of the effective tools for chemical-bonding analysis, and thus it has been utilized in the materials development and characterizati…
LCAONet: Message-passing with physically optimized atomic basis functions
Kento Nishio, Kiyou Shibata, Teruyasu Mizoguchi
A Model capable of handling various elemental species and substances is essential for discovering new materials in the vast phase and compound space. Message-passing neural network…
Topological melting of the metastable skyrmion lattice in the chiral magnet CoZnMn
Victor Ukleev, Daisuke Morikawa, Kosuke Karube +6
In a -Mn-type chiral magnet CoZnMn, we demonstrate that the magnetic field-driven collapse of a room temperature metastable topological skyrmion lattice passes throu…