15 records found.
Generative AI‐Driven Accelerated Discovery of Passivation Molecules for Perovskite Solar Cells
- Journal article
- Creator
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;Adroit T. N. Fajar (author) (Search by this author)Guillaume Lambard (author) (Search by this author)National Institute for Materials Science
;
;Jessie Manopo (author) (Search by this author);Ruili Guo (author) (Search by this author);Kevin Septioga (author) (Search by this author);Rizfi F. Pari (author) (Search by this author);Toshinori Matsushima (author) (Search by this author)Zhanglin Guo (author) (Search by this author) - Keyword
- Generative AI, Passivation Molecules, Perovskite Solar Cells
- Date published
- 2026-04-02
- Updated at
- 2026-07-02 14:43:51 +0900
Beyond structure: revolutionising materials discovery via AI-driven synthesis protocol-property relationships
- Journal article
- Creator
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Guillaume Lambard (author) (Search by this author)
- Keyword
- materials discovery, beyond structure, AI-driven, AI, synthesis protocol, synthesis protocol-property relationships
- Date published
- 2026-06-01
- Updated at
- 2026-06-17 11:21:44 +0900
SMILES-X: A Tailored and Effective Molecular Property Inference and Generation Pipeline
- Conference presentation
- Creator
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LAMBARD Guillaume (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
- Keyword
- small language model, physicochemical properties prediction, small data regime, molecular generation
- Date published
- Updated at
- 2026-04-15 11:01:49 +0900
Active Learning for Materials Science application.
- Conference poster
- Creator
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LAMBARD Guillaume (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
;
BAJAN Christophe Marie Olivier (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
- Keyword
- active learning, Bayesian optimisation, MADGUI, GUI
- Date published
- Updated at
- 2026-04-15 10:55:19 +0900
Generating eco-friendly ionic liquids with enhanced CO2 solubility using language models
- Journal article
- Creator
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;Adroit T.N. Fajar (author) (Search by this author)Guillaume Lambard (author) (Search by this author)National Institute for Materials Science
;
;Md. Amirul Islam (author) (Search by this author);Bidyut B. Saha (author) (Search by this author);Zakiah D. Nurfajrin (author) (Search by this author)Kevin Septioga (author) (Search by this author)
- Keyword
- Generative model, GPT, Prediction, SMILES, Decarbonization
- Date published
- 2025-05-22
- Updated at
- 2025-12-10 08:30:26 +0900
Enhancing thermoelectric efficiency of GeTe through process improvement via active learning assisted by Bayesian optimisation
- Journal article
- Creator
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Florent Pawula (author) (Search by this author)
https://orcid.org/0000-0002-2641-0521
(unauthenticated)
;
;Mathias Hamitouche (author) (Search by this author);Linda Abbassi (author) (Search by this author);Agathe Bajan (author) (Search by this author);Cédric Bourgès (author) (Search by this author)Takao Mori (author) (Search by this author)National Institute for Materials Science
;
;Jean-François Halet (author) (Search by this author);David Berthebaud (author) (Search by this author)Guillaume Lambard (author) (Search by this author)National Institute for Materials Science
- Keyword
- Material process, bayesian optimisation, active learning, chalcogenides, thermoelectrics
- Date published
- 2025-12-31
- Updated at
- 2025-12-10 08:30:23 +0900
In Situ Forming Supramolecular Nanofiber Hydrogel as a Biodegradable Liquid Embolic Agent for Postembolization Tissue Remodeling
- Journal article
- Creator
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Akihiro Nishiguchi (author) (Search by this author)National Institute for Materials Science
;
;Miho Ohta (author) (Search by this author)Debabrata Palai (author) (Search by this author)National Institute for Materials Science
;
Shima Ito (author) (Search by this author)National Institute for Materials Science
;
;Kensaku Mori (author) (Search by this author);Ryotaro Akagi (author) (Search by this author)Christophe Bajan (author) (Search by this author)National Institute for Materials Science
;
Guillaume Lambard (author) (Search by this author)National Institute for Materials Science
;
Keitaro Sodeyama (author) (Search by this author)National Institute for Materials Science
;
Tetsushi Taguchi (author) (Search by this author)National Institute for Materials Science
- Keyword
- Hydrogel, Embolic agent, Machine learning
- Date published
- 2024-11-07
- Updated at
- 2025-02-26 16:30:29 +0900
MADGUI: Multi-Application Design Graphical User Interface for active learning assisted by Bayesian optimization
- Journal article
- Creator
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Christophe Bajan (author) (Search by this author)
;
Guillaume Lambard (author) (Search by this author)
- Keyword
- Graphical user interface, Statistical analysis, Machine learning, Bayesian optimization, Process optimization, User-friendly
- Date published
- 2025-01-21
- Updated at
- 2025-01-27 12:30:30 +0900
Exploring the Expertise of Large Language Models in Materials Science and Metallurgical Engineering
- Journal article
- Creator
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Christophe Bajan (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
;
Guillaume Lambard (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
- Keyword
- Large language models, Materials science, Metallurgical Engineering
- Date published
- 2025-01-20
- Updated at
- 2025-01-21 12:30:37 +0900
Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm
- Journal article
- Creator
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;Stephen Wu (author) (Search by this author);Yukiko Kondo (author) (Search by this author);Masa-aki Kakimoto (author) (Search by this author);Bin Yang (author) (Search by this author);Hironao Yamada (author) (Search by this author)Isao Kuwajima (author) (Search by this author)
;
Guillaume Lambard (author) (Search by this author)National Institute for Materials Science
;
;Kenta Hongo (author) (Search by this author)Yibin Xu (author) (Search by this author)
;
;Junichiro Shiomi (author) (Search by this author);Christoph Schick (author) (Search by this author);Junko Morikawa (author) (Search by this author)Ryo Yoshida (author) (Search by this author)
- Keyword
- machine learning, polymer, thermal conductivity, molecular design
- Date published
- 2019-06-21
- Updated at
- 2024-11-21 16:31:23 +0900