publication_type	publication_year	number	author	title	event_name	doi	reported_at
Presentation	2025	1	FAJAR Adroit, LAMBARD Guillaume	Language Models for Molecular Design in Decarbonization Technology	12th World Congress of Chemical Engineering		2025-11-11 07:42:12 +0900
Presentation	2025	2	PAWULA Florent, LAMBARD Guillaume	How to improve the Seebeck coefficient of thermoelectric cluster-based molybdenum chalcogenide compounds. A theoretical approach	The 41st International Conference on Thermoelectricsand and 7th Asian Conference on Thermoelectrics (ICT/ACT 2025)		2025-11-11 07:42:12 +0900
Presentation	2025	3	FAJAR Adroit, LAMBARD Guillaume	Can AI Truly Revolutionize Molecular Design?	3rd CEMDI-PAIMS Symposium		2025-11-11 07:42:12 +0900
Presentation	2025	4	Adroit Fajar, LAMBARD Guillaume	Molecular Design with Generative AI for CO2 Capture	International Symposium on Green Transformation Initiative and Innovative Zero-Carbon Energy Systems (GXI-ZES)		2025-11-11 07:42:12 +0900
Presentation	2024	1	Abdullah Al Abdulghani, Nobutaka Maeda, Adroit Fajar, LAMBARD Guillaume	Towards Low-Energy Input CO2 Capture: Lowering the Regeneration Temperature by Functionalisation of Polyethylenimine	WPI-SKCM2 and WPI-I2CNER Joint Symposium		2025-11-11 07:42:12 +0900
Presentation	2024	2	Adroit Fajar, LAMBARD Guillaume	Fine-tuning LLM for Ionic Liquid Design in CO2 Capture	WPI-SKCM2 and WPI-I2CNER Joint Symposium		2025-11-11 07:42:12 +0900
Presentation	2024	3	BOURGES Cedric Michel Claude, LAMBARD Guillaume, SATO Naoki, TACHIBANA Makoto, ISHII Satoshi, MORI Takao	ALMLBO PIPELINE APPROACH APPLY TO MATERIAL PROCESS AND COMPOSITION OPTIMIZATION FOR ENERGY-SAVING APPLICATIONS	THE 11th INTERNATIONAL WORKSHOP ON ADVANCED MATERIALS SCIENCE AND NANOTECHNOLOGY		2025-11-11 07:42:12 +0900
Presentation	2024	4	LAMBARD Guillaume	Generative A.I. for Materials Science	Invited seminar at the ENS of Rennes		2025-11-11 07:42:12 +0900
Presentation	2024	5	LAMBARD Guillaume	Active Learning Applied to Materials Science	9th Workshop NIMS-UnivRen-CNRS-SG		2025-11-11 07:42:12 +0900
Presentation	2024	6	LAMBARD Guillaume, BAJAN Christophe Marie Olivier	MADGUI : Multi-Application Design Graphical User Interface for active learning assisted by Bayesian Optimization applied to thermoelectric materials	Rencontre SST-LINK-NIMS		2025-11-11 07:42:12 +0900
Presentation	2024	7	LAMBARD Guillaume	Generative A.I. for Materials Science	Rencontre SST-LINK-NIMS		2025-11-11 07:42:12 +0900
Presentation	2023	1	BOURGES Cedric Michel Claude, LAMBARD Guillaume, SATO Naoki, ABBASSI Linda, ISHII Satoshi, MORI Takao	Process influence on Sulfide-based Ceramics for Enhancing their Thermoelectric Performances Assisted by Active Machine Learning	MRM2023/IUMRS-ICA2023		2025-11-11 07:42:12 +0900
Presentation	2023	2	BOURGES Cedric Michel Claude, LAMBARD Guillaume, SATO Naoki, TACHIBANA Makoto, ISHII Satoshi, MORI Takao	How can data science support and push forward material synthesis? Example with a metal-sulfides compounds	日本フラックス成長研究会		2025-11-11 07:42:12 +0900
Presentation	2023	3	FOPPIANO Luca, LAMBARD Guillaume, AMAGASA Toshiyuki, ISHII Masashi	Question-answering-based approach for mining information from documents using Large Language Models	JSAP Fall Meeting (第84回応用物理学会秋季学術講演会)		2025-11-11 07:42:12 +0900
Presentation	2023	4	LAMBARD Guillaume	Data‐driven design of materials	Guillaume LAMBARD & Christophe BAJAN Conference		2025-11-11 07:42:12 +0900
Presentation	2023	5	BOURGES Cedric Michel Claude, LAMBARD Guillaume, ISHII Satoshi, MORI Takao	A Tentative of an Initial Material Specification of the Process influence on Sulfide-based Ceramics for Enhancing their Thermoelectric Performances	TMS2023		2025-11-11 07:42:12 +0900
Presentation	2023	6	LAMBARD Guillaume	Overcoming the limited size of SEM image datasets using a Generative Adversarial Network (GAN)	第1回 (2022年度) RISMEシンポジウム		2025-11-11 07:42:12 +0900
Presentation	2023	7	LAMBARD Guillaume	Data-driven design of materials	Center For Energy Systems Design - Kick-off Workshop		2025-11-11 07:42:12 +0900
Presentation	2022	1	モロー ルイ エティエンヌ, Gorsse Stephane, ラムバール ギヨム, 村上 秀之	Study of oxidation resistance of Co-Cr-Ta ternary alloy system for ultra-high temperature applications	International Symposium on High-temperature Oxidation and Corrosion 2022 (ISHOC 2022)		2025-11-11 07:42:12 +0900
Presentation	2022	2	PAWULA Florent Roger Edmond, SRINIVASAN Bhuvanesh, MORI Takao, HALET Jean-Francois Paul, BERTHEBAUD David, LAMBARD Guillaume	Machine-Learning Guided Prospection Of Efficient Thermoelectric Chalcogenides	18th European Conference on Thermoelectrics (ECT2022)		2025-11-11 07:42:12 +0900
Presentation	2022	3	MOREAU Louis Etienne, LAMBARD Guillaume, Gorsse Stephane, MURAKAMI Hideyuki	Study and development of Co-Cr-Ta ternary alloys for ultra high temperature applications	"International Conference on Solid Compounds of Transition Elements (SCTE2022)　　
https://scte2022.sciencesconf.org/"		2025-11-11 07:42:12 +0900
Presentation	2019	1	LAMBARD Guillaume	SMILES-X: autonomous molecular compounds characterization for small datasets without descriptors	合金状態図第 172 委員会 第 37 回委員会・研究会プログラム		2025-11-11 07:42:12 +0900