Search Results - "Kotsugi, Masato"
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Symmetry prediction and knowledge discovery from X-ray diffraction patterns using an interpretable machine learning approach
Published in Scientific reports (11-12-2020)“…Determination of crystal system and space group in the initial stages of crystal structure analysis forms a bottleneck in material science workflow that often…”
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Causal analysis and visualization of magnetization reversal using feature extended landau free energy
Published in Scientific reports (29-11-2022)“…The magnetization reversal in nanomagnets is causally analyzed using an extended Landau free-energy model. This model draws an energy landscape in the…”
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3
Investigation of local structures and electronic states of Sb-doped Mg2Si by fluorescence XAFS and HAXPES
Published in Applied physics letters (05-10-2020)“…To clarify the origin of the figure of merit in the thermoelectric material Mg2Si, we performed extended x-ray absorption fine structure (EXAFS) analysis and…”
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Automated estimation of materials parameter from X-ray absorption and electron energy-loss spectra with similarity measures
Published in npj computational materials (29-03-2019)“…Materials informatics has significantly accelerated the discovery and analysis of materials in the past decade. One of the key contributors to accelerated…”
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Autonomous synthesis system integrating theoretical, informatics, and experimental approaches for large-magnetic-anisotropy materials
Published in Science and technology of advanced materials. Methods (31-12-2022)“…We developed an autonomous and efficient system for synthesising ferromagnetic materials with large magnetocrystalline anisotropy by integrating theoretical,…”
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Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization
Published in Science and technology of advanced materials. Methods (31-12-2022)“…Autonomous material search systems that combine ab initio calculations and Bayesian optimization are very promising for exploring huge material spaces. Setting…”
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Feature extended energy landscape model for interpreting coercivity mechanism
Published in Communications physics (08-11-2022)“…Coercivity is expressed as a complex correlation between magnetisation and microstructures. However, owing to multiple intrinsic origins, coercivity has not…”
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Skill-Agnostic analysis of reflection high-energy electron diffraction patterns for Si(111) surface superstructures using machine learning
Published in Science and technology of advanced materials. Methods (31-12-2022)“…Reflection high-energy electron diffraction (RHEED) data are important for the in-situ characterization of surface conditions during physical vapor deposition…”
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Autonomous search for half-metallic materials with B2 structure
Published in Science and technology of advanced materials. Methods (31-12-2024)“…Exploring vast material spaces efficiently is challenging in materials science. Autonomous methods for material search – integrating machine learning and ab…”
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Autonomous search for half-metallic materials with B 2 structure
Published in Science and technology of advanced materials. Methods (31-12-2024)Get full text
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11
Element‐ and Site‐Specific Many‐Body Interactions in Few‐Layer MoS2 During X‐Ray Absorption Processes
Published in Physica status solidi. A, Applications and materials science (23-01-2019)“…Few‐layer MoS2 is a promising 2D material for nano‐electronic device applications. However, the performance of these devices is often deteriorated. One of the…”
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Super-hierarchical and explanatory analysis of magnetization reversal process using topological data analysis
Published in Science and technology of advanced materials. Methods (31-12-2022)“…The microstructures of magnetic domains are crucial in determining the functions of spintronic devices. However, the magnetization reversal mechanism is still…”
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Fabrication of L10-FeNi by pulsed-laser deposition
Published in Applied physics letters (18-02-2019)“…We demonstrated the fabrication of a rare-earth-free ferromagnetic L10-type Fe–Ni alloy (L10-FeNi) by pulsed laser deposition (PLD). We deposited Fe and Ni on…”
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Operation Mechanism of GaN-based Transistors Elucidated by Element-Specific X-ray Nanospectroscopy
Published in Scientific reports (05-09-2018)“…With the rapid depletion of communication-frequency resources, mainly due to the explosive spread of information communication devices for the internet of…”
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Fabrication of L10-type FeCo ordered structure using a periodic Ni buffer layer
Published in AIP advances (01-04-2019)“…We experimentally prepared a ferromagnet with an L10-FeCo ordered structure by inserting a periodic buffer layer to suppress the B2 structural transition and…”
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Orbital-specific Tunability of Many-Body Effects in Bilayer Graphene by Gate Bias and Metal Contact
Published in Scientific reports (16-01-2014)“…Graphene, a 2D crystal bonded by π and σ orbitals, possesses excellent electronic properties that are promising for next-generation optoelectronic device…”
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Origin of strong magnetic anisotropy in L10-FeNi probed by angular-dependent magnetic circular dichroism
Published in Journal of magnetism and magnetic materials (01-01-2013)“…We investigated the origin of strong magnetic anisotropy energy (MAE) in L10-type ordered FeNi phase by angular-dependent magnetic circular dichroism. Our…”
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Real-space and pulse-by-pulse analysis of domain wall creep induced by spin-Hall torque
Published in Japanese Journal of Applied Physics (01-02-2019)“…This study aims to investigate the creep motion of a magnetic domain wall (DW) induced by spin-Hall torque (SHT) in a Ta/Co-Ni/Pt hetero-structured thin wire…”
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Femtosecond resonant magneto-optical Kerr effect measurement on an ultrathin magnetic film in a soft X-ray free electron laser
Published in Japanese Journal of Applied Physics (01-09-2018)“…Time-resolved magneto-optical Kerr effect (MOKE) measurement was demonstrated on a sample of the Au/Fe/Au heterostructure with the Fe layer of 0.35 nm…”
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High-Quality Few-Layer Graphene on Single-Crystalline SiC thin Film Grown on Affordable Wafer for Device Applications
Published in Nanomaterials (Basel, Switzerland) (04-02-2021)“…Graphene is promising for next-generation devices. However, one of the primary challenges in realizing these devices is the scalable growth of high-quality…”
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