Session Details
[P2]AI, Simulations & Theory
Tue. Jul 29, 2025 4:35 PM - 6:00 PM JST
Tue. Jul 29, 2025 7:35 AM - 9:00 AM UTC
Tue. Jul 29, 2025 7:35 AM - 9:00 AM UTC
Red zone, Conference rooms 101 and 102(1F)
[P2-2]Atomistic model study on thermodynamic properties of (Nd1-xDyx)2Fe14B and dysprosium substitution effect on coercivity in neodymium permanent magnets
*Masamichi Nishino1, Hiroshi Hayasaka2, Rachida Lamouri1, Seiji Miyashita3 (1. National Institute for Materials Science (Japan), 2. National Institute of Advanced Industrial Science and Technology (Japan), 3. The university of Tokyo (Japan))
[P2-3]Multi-objective optimization of magnet compositions by machine learning
*Hyuga Hosoi1, Yamano Hayate1, Kinoshita Akihito1, Sakuma Noritsugu1, Thomas Schrefl2, Umetani Yusuke1, Shoji Tetsuya1 (1. Toyota Motor Corporation (Japan), 2. Donau University Krems (Austria))
[P2-4]Machine Learning links X-ray diffraction to Coercivity and Phase Analysis
*Qais Ali1, Alexander Kovacs2, Johann Fischbacher2, Harald Oezelt2, David Böhm2, Markus Gusenbauer2, Clemens Wager1, Leoni Breth2, Heisam Moustafa2, Masao Yano3, Noritsugu Sakuma3, Akihito Kinoshita3, Tetsuya Shoji3, Akira Kato3, Thomas Schrefl1,2 (1. Christian Doppler Laboratory for magnet design through physics informed machine learning, Department for Integrated Sensor Systems, University for Continuing Education Krems, Wiener Neustadt, Austria (Austria), 2. Department for Integrated Sensor Systems, University for Continuing Education Krems, Wiener Neustadt, Austria (Austria), 3. Advanced Materials Engineering Division, Toyota Motor Corporation, Susono, Japan (Japan))
[P2-5]Accelerated Discovery of Rare-Earth-Free Permanent Magnets through High-Throughput Computation
*Md Junaid Afsar Jami1, Nitish Bhagat1, KG Suresh1, Amrita Bhattacharya1 (1. IIT Bombay (India))
[P2-6]Machine learning guided design of high-performance RE-Fe-B with abundant rare earth substitution
*Zheng Wang1,2, Jing Wang1,2, Fengxia Hu1,2, Baogen Shen1,2,3,4 (1. Beijing National Laboratory for Condensed Matter Physics,Institute of Physics, Chinese Academy of Sciences, Beijing (China), 2. School of Physical Sciences, University of Chinese Academy of Sciences, Beijing (China), 3. Ganjiang Innovation Academy, Chinese Academy of Sciences, Ganzhou, Jiangxi (China), 4. Songshan Lake Materials Laboratory, Dongguan, Jiangxi (China))
[P2-7]Low-Cobalt/Gallium High-Performance Nd-Fe-B Permanent Magnets Discovered by Machine-Learning Based Modeling
*Zhaozhe Zhong1, Jian Liu1, Huamin Tang2, Shiwei Kang2, Haopeng Jiang3, Pengfei Wang3, Cong Wang3 (1. Toyota Motor Technical Research and Service (Shanghai) Co., Ltd. (China), 2. Intelligent ElectroMobility R&D Center by TOYOTA (China) Co., Ltd. (China), 3. Yantai Zhenghai Magnetic Material Co., Ltd. (China))
[P2-8]Magnetic crystal reconstruction and optimisation
using Graph Neural Networks
*Gino Hrkac1, Hao Zhang1, Prathyush Menon1 (1. University of Exeter (UK))
[P2-9]The establishment of a microstructural evaluation system in sintered NdFeB magnets via computer vision technology
*Zihao Wang1, Shengen Guan1, Ning Wang1, Zhaohong Feng1, Xiaoqian Bao1, Jiheng Li1, Zhimeng Guo1, Xuexu Gao1 (1. University of Science and Technology Beijing (China))
[P2-10]Effective fine-tuning of image generative AI on FePt microstructures using the phase-field method
*Toshiyuki Koyama1,2 (1. Nagoya University (Japan), 2. National Institute for Materials Science (Japan))
[P2-11]Phase equilibria in Nd-based sintered magnets with Carbon
*Taichi ABE1, Tadakatsu OHKUBO1 (1. NIMS (Japan))
[P2-12]Solidification-Induced Strains in Sintered Nd-Fe-B Magnets and Their Impact on Coercivity
*Oleksandr Hrushko1, Inna Kyrytsya2, Serhii Sukhorukov2, Andrii Hubanov2, Tetiana Arkhipova2, Thomas Schrefl1 (1. University for Continuing Education Krems (Austria), 2. Vinnytsia National Technical University (Ukraine))
[P2-13]Modelling of hard magnetic materials from density functional theory
*Miroslaw Werwinski1, Wojciech Marciniak1,2,3, Justyn Snarski-Adamski1, Joanna Marciniak1,3, Justyna Rychły-Gruszecka1 (1. Institute of Molecular Physics, Polish Academy of Sciences (Poland), 2. Faculty of Materials Engineering and Technical Physics, Poznan University of Technology (Poland), 3. Department of Physics and Astronomy, Uppsala University (Sweden))
[P2-14]Terbium under High Pressure: First-Principles Density Functional Theory and Dynamical Mean-Field Theory Studies
*Cheng-Chien Chen1 (1. University of Alabama at Birmingham (United States of America))
[P2-15]Study of mechanism to improve the Magnetic Properties of Nd-Fe-B magnets by Dy addition using the Density Functional Theory Calculations
*SHRANTIK KUMAR DEY1, SHAMPA AICH1 (1. IIT KHARAGPUR, Kharagpur, WB, PIN- 721302 (India))
[P2-16]Magnetic and magnetocaloric effect on the high entropy alloys (Y0.2La0.2Gd0.2Pr0.2Er0.2)Al2 and (Y0.2La0.2Nd0.2Pr0.2Er0.2)Al2
*Bruno Alho1, Paula Ribeiro1, Rodrigo de Oliveira1, Alexandre Carvalho1,2,3, Pedro von Ranke1, Cesar Silva2, Marcos Vinícius Puydinger4, Erik Usuda2, Ricardo Silva2 (1. Rio de Janeiro State University (Brazil), 2. Universidade Federal de São Paulo (Brazil), 3. Universidade Estadual de Maringá (Brazil), 4. Universidade Estadual de Campinas (Brazil))
[P2-17]Magnetothermal and magnetocaloric properties of Er1-xTmxAl2 series compounds
*Paula Ribeiro1, Bruno Alho1, Rodrigo de Oliveira1, Pedro von Ranke1, Eduardo Nóbrega1, Vinicius de Sousa1, Alexandre Carvalho1,2,3, José Luis Affonso1 (1. Rio de Janeiro State University (Brazil), 2. Universidade Federal de São Paulo (Brazil), 3. Universidade Estadual de Maringá (Brazil))
[P2-18]Demagnetization process of Sm(FeCo)12/α-Fe grains with a gradient structure
*Kunihiro KOIKE1, Yishan QIAO1, Nobuyuki INABA1, Hiroaki KATO1, Masaru Itakura2, Msaki NAKANO3, Susumu Okubo4, Hitoshi Ohta4 (1. Yamagata University (Japan), 2. Kyushu University (Japan), 3. Nagasaki University (Japan), 4. Kobe University (Japan))