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Multi-objective optimization of magnet compositions by machine learning

会議発表ポスター
コレクション: The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
著者: Hyuga Hosoi (author) (この著者で検索)

Toyota Motor Corporation, Japan

;

Yamano Hayate (author) (この著者で検索)

Toyota Motor Corporation, Japan

;

Kinoshita Akihito (author) (この著者で検索)

Toyota Motor Corporation, Japan

;

Sakuma Noritsugu (author) (この著者で検索)

Toyota Motor Corporation, Japan

;

Umetani Yusuke (author) (この著者で検索)

Toyota Motor Corporation, Japan

;

Shoji Tetsuya (author) (この著者で検索)

Toyota Motor Corporation, Japan

;

Thomas Schrefl (author) (この著者で検索)

Donau University Krems, Austria
キーワード: REPM2025, NdFeB, Machine Learning, Multi–objective optimization, WAVEBASE
刊行年月日
更新時刻: 2025-09-11 16:31:00 +0900

Machine learning (12)
thermoelectric (9)
graphene (7)
REPM2025 (6)
transmission electron microscopy (6)
2D materials (5)
Quantum Hall effect (5)
WSe2 (5)
machine learning (5)
Austenitic steel (4)
DFT (4)
Ga2O3 (4)
Hydrogen (4)
Laser powder bed fusion (4)
Machine Learning (4)
Moiré superlattices (4)
Superconductivity (4)
phonon (4)
photoluminescence (4)
Bayesian optimization (3)
CALPHAD (3)
Crystal structure (3)
Diamond (3)
Diffusion (3)
Electrocatalysis (3)
FePt (3)
Graphene (3)
Heusler alloys (3)
Hydrogen embrittlement (3)
MEMS (3)
Materials informatics (3)
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MoS2 (3)
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Tin perovskite (3)
UHTC (3)
WSe2/WS2 (3)
crystal structure (3)
density functional theory (3)
first-principles calculation (3)
hexagonal boron nitride (3)
materials informatics (3)
mechanical properties (3)
nanoindentation (3)
nanostructure (3)
semiconductor (3)
thermoelectric materials (3)
transverse thermoelectric conversion (3)
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GaN (2)
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Heusler alloy (2)
Hexagonal boron nitride (2)
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Ising machine (2)
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NiI2 (2)
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SrTiO3 (2)
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Viscoelasticity (2)
active learning (2)
anisotropic magnetoresistance effect (2)
anomalous Hall effect (2)
anomalous Nernst effect (2)
atom probe tomography (2)
bilayer graphene (2)
biosensor (2)
broadband dielectric spectroscopy (2)
crystallization (2)
deep learning (2)
density of states (2)
electrocatalyst (2)
electron microscopy (2)
electronic properties (2)
excitons (2)
fluorescence (2)
gallium nitride (2)
gate voltage (2)
generative AI (2)
glass (2)
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hydrogen evolution (2)
hydrogen permeation (2)
hydrogen visualization (2)
indentation (2)
magnetic material (2)
magnetic sensor (2)
membranes (2)
metadata (2)
metal–organic frameworks (2)
microstructure (2)
multiferroics (2)
nanocomposites (2)
neutron diffraction (2)
ontology (2)
optical properties (2)
periodic descriptor (2)
photocatalysis (2)
pyrolysis mass spectrometry (2)
scanning electron microscopy (2)
solid electrolytes (2)
spin caloritronics (2)
spintronics (2)
stainless steel (2)
superconductivity (2)
surface (2)
thin films (2)
transition metal dichalcogenides (2)
van der Waals heterostructures (2)
超高分子量 (2)
fullerene (1)
La4Ni3O10 (1)
Luminescence (1)
Optical temperature sensing (1)
Rare earths (1)
association constant (1)
interfacial analysis (1)
organic computer, Optical vortex, Non-algorithmic computing, helical nanowire, Single shot learning, Deep learning network, Clique problem (1)
(3-glycidoxypropyl) trimethoxysilane (1)
(Gd, La)2O2S:Tb3+ (1)
(Gd, La)2O2SO4:Tb3+ (1)
1/f noise (1)
1D moiré chains (1)
1T phase (1)
2D antiferromagnetic semiconductors (1)
2D ferromagnets (1)
2D magnetic materials (1)
2D metallophthalocyanines (1)
2D semiconductor bilayer  (1)
2D/3D heterointegration (1)
3D convolutional autoencoder (1)
3R-MoS2  (1)
5d transition-metal oxides (1)
A-site-ordered quadruple perovskites (1)
AC transport current losses (1)
AFM (1)
AI (1)
AI-Driven Glass Design (1)
AI-driven (1)
AI-ready (1)
AMR (1)
Accelerated weathering (1)
Accelerating rate calorimetry (ARC) (1)
Acetylene hydrogenation (1)
Acoustic emission (1)
Activation energy (1)
Active cooling (1)
Additive (1)
Additive engineering (1)
Additive manufacturing (1)
Adhesion (1)
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Adsorption energy (1)
Alaska pollock-derived gelatin; Particle (1)
Ammonia-rich anaerobic digestion (AD) (1)
Amorphous oxide cathode (1)
Amorphous solid dispersion (1)
Anomalous Ettingshausen effect (1)
Anomalous Hall conductivity (1)
Anomalous Nernst conductivity (1)
Anomalous Nernst effect (1)

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Multi-objective optimization of magnet compositions by machine learning

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