21 citations
- Tokyo Institute of TechnologyJP7 papers
- Brookhaven National LaboratoryUS2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- European Synchrotron Radiation FacilityFR2 papers
- Institut NéelFR2 papers
- Institut polytechnique de GrenobleFR2 papers
- Japan Synchrotron Radiation Research InstituteJP2 papers
- Kyushu UniversityJP2 papers
- Oak Ridge National LaboratoryUS2 papers
- Osaka Metropolitan UniversityJP2 papers
- Osaka Prefecture UniversityJP2 papers
- SPring-8JP2 papers
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cond-mat.mtrl-sci2025
Deep Learning-Based Extraction of Promising Material Groups and Common Features from High-Dimensional Data: A Case of Optical Spectra of Inorganic Crystals
Akira Takahashi, Yu Kumagai, Arata Takamatsu +1
We report an interpretation method for deep learning models that allows us to handle high-dimensional spectral data in materials science. The proposed method uses feature extractio…
cond-mat.mtrl-sci2025★ 9 cited
Mixed anion control of enhanced negative thermal expansion in the oxysulfide of PbTiO3
Zhao Pan, Zhengli Liang, Xiao Wang +18
The rare physical property of negative thermal expansion (NTE) is intriguing because materials with large NTE over a wide temperature range can serve as high-performance thermal ex…