NIMS polymer database PoLyInfo (II): machine-readable standardization of polymer knowledge expression by Masashi Ishii, Takuro Ito, Koichi Sakamoto

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NIMS polymer database PoLyInfo (I): an overarching view of half a million data points by Masashi Ishii, Takuro Ito, Hiroko Sado, Isao Kuwajima

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Mining experimental data from materials science literature with large language models: an evaluation study by Luca Foppiano, Guillaume Lambard, Toshiyuki Amagasa, Masashi Ishii

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Global cross-database search system for X-ray absorption spectra by Masashi Ishii, Asahiko Matsuda, Koichi Sakamoto, Shohei Yamashita, Yasuhiro Niwa, Yasuhiro Inada

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Author Correction: Scaling Law of Sim2Real transfer learning in expanding computational materials databases for real-world predictions by Shunya Minami, Yoshihiro Hayashi, Stephen Wu, Kenji Fukumizu, Hiroki Sugisawa, Masashi Ishii, Isao Kuwajima, Kazuya Shiratori, Ryo Yoshida

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Scaling law of Sim2Real transfer learning in expanding computational materials databases for real-world predictions by Shunya Minami, Yoshihiro Hayashi, Stephen Wu, Kenji Fukumizu, Hiroki Sugisawa, Masashi Ishii, Isao Kuwajima, Kazuya Shiratori, Ryo Yoshida

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Semi-automatic staging area for high-quality structured data extraction from scientific literature by Luca Foppiano, Tomoya Mato, Kensei Terashima, Pedro Ortiz Suarez, Taku Tou, Chikako Sakai, Wei-Sheng Wang, Toshiyuki Amagasa, Yoshihiko Takano, Masashi Ishii

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Discovery of liquid crystalline polymers with high thermal conductivity using machine learning by Hayato Maeda, Stephen Wu, Rika Marui, Erina Yoshida, Kan Hatakeyama-Sato, Yuta Nabae, Shiori Nakagawa, Meguya Ryu, Ryohei Ishige, Yoh Noguchi, Yoshihiro Hayashi, Masashi Ishii, Isao Kuwajima, Felix Jiang, Xuan Thang Vu, Sven Ingebrandt, Masatoshi Tokita, Junko Morikawa, Ryo Yoshida, Teruaki Hayakawa

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