Materials Research Meeting 2025 (MRM2025)
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Oral SessionB. Frontiers in Data-Driven Materials Development : [B-3] New development in material researches driven by data, calculation, and AI robot

[B3-O101]Oral 101

Tue. Dec 9, 2025 9:00 AM - 12:00 PM JST
Tue. Dec 9, 2025 12:00 AM - 3:00 AM UTC
Session 17(G220)
Chair:Katsuya Teshima(Shinshu University), Tetsuya Yamada(Shinshu University), Chayanaphat Chokradjaroen(Shinshu University)
9:00 AM - 9:15 AM JST(12:00 AM - 12:15 AM UTC)

[B3-O101-01]Microstructure Image and Annotation Mask Generation Based on Denoising Diffusion Probabilistic Models for Improving Metallographic Image Segmentation

*Hai Nam Hoang Nguyen1,2, Hoheok Kim1, Juwon Na1, Jaimyun Jung1, Ho Won Lee1,2 (1. University of Science and Technology (Korea), 2. Korea Institute of Materials Science (Korea))
9:15 AM - 9:30 AM JST(12:15 AM - 12:30 AM UTC)

[B3-O101-02]Improving Microstructure Image Segmentation of Steel based on Self-supervision Pretraining of Unlabeled Data

Hai Nam Hoang Nguyen1,2, *Duc Hieu Nguyen Phan1,2, Chihun Lee2, Sehyeok Oh2, Seongjun Bae2, Ho Won Lee1,2 (1. University of Science and Technology (Korea), 2. Korea Institute of Materials Science (Korea))
9:30 AM - 9:45 AM JST(12:30 AM - 12:45 AM UTC)

[B3-O101-03]Atomic-level computational materials modelling in the exascale era

*Julio Gutierrez Moreno1 (1. Barcelona Supercomputing Center (Spain))
9:45 AM - 10:00 AM JST(12:45 AM - 1:00 AM UTC)

[B3-O101-04]Exploring ForceAtlas2 as a Visualization Tool for Materials Data

*Tomasz Jacek Galica1, Milica Todorović1 (1. Univ. Turku (Finland))
10:00 AM - 10:15 AM JST(1:00 AM - 1:15 AM UTC)

break

10:15 AM - 10:30 AM JST(1:15 AM - 1:30 AM UTC)

[B3-O101-05]What We Learned from Applying LLMs to Lithium Cathode Literature for AI-driven Cathode Design

*Chan-Woo Lee1,4, Junhyeong Lee1,3, Jongchan Park1,4, Jong Min Yuk2 (1. Korea Institute of Energy Research (Korea), 2. Korea Advanced Institute of Science and Technology (Korea), 3. Hanyang University (Korea), 4. University of Science and Technology (Korea))
10:30 AM - 10:45 AM JST(1:30 AM - 1:45 AM UTC)

[B3-O101-06]Benchmark Dataset with Figures on Materials Science and the Evaluation of Multimodal LLM with the Dataset

*Michiko Yoshitake1, Yuta Suzuki2, Ryo Igarashi1, Yoshitaka Ushiku1, Keisuke Nagato3 (1. OSX (Japan), 2. Osaka Univ. (Japan), 3. Univ. Tokyo (Japan))
10:45 AM - 11:00 AM JST(1:45 AM - 2:00 AM UTC)

[B3-O101-07]Exploration and stability evaluation of novel 2D atomic layered TiO2 structures with universal machine learning interatomic potential PFP

*Yuta 1 Aoki1 (1. Preferred Computational Chemistry, Inc. (Japan))
11:00 AM - 11:40 AM JST(2:00 AM - 2:40 AM UTC)

[B3-O101-08]Touch-Driven Intelligence: Experimental Knowledge through Embodied Robotics

*Toshihiko SHIMIZU1 (1. Kobe city college of technology (Japan))
11:40 AM - 12:00 PM JST(2:40 AM - 3:00 AM UTC)

Time adjustment

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