Mining experimental data from materials science literature with large language models: an evaluation study

Autor: Luca Foppiano, Guillaume Lambard, Toshiyuki Amagasa, Masashi Ishii

Publikováno v: Science and Technology of Advanced Materials: Methods, Vol 4, Iss 1 (2024)

This study is dedicated to assessing the capabilities of large language models (LLMs) such as GPT-3.5-Turbo, GPT-4, and GPT-4-Turbo in extracting structured information from scientific documents in materials science. To this end, we primarily focus o

Externí odkaz: https://doaj.org/article/e059477700d240c59defab33b00196e8

Prediction of the coefficient of linear thermal expansion for the amorphous homopolymers based on chemical structure using machine learning

Autor: Ekaterina Gracheva, Guillaume Lambard, Sadaki Samitsu, Keitaro Sodeyama, Ayako Nakata

Publikováno v: Science and Technology of Advanced Materials: Methods, Vol 1, Iss 1, Pp 213-224 (2021)

The coefficient of thermal expansion (CTE) is an industrially crucial macroscopic property of polymers. Yet, there is no structure-based model expressing it with sufficient accuracy. In this work, we present two data-driven predictive models for the

Externí odkaz: https://doaj.org/article/8d73d255b132475290f20b05e60f2144

Microstructure and oxidation behavior of Co–Cr–Ta ternary alloys

Autor: Louis Etienne, Moreau, Stéphane, Gorsse, Guillaume, Lambard, Hideyuki, Murakami

Publikováno v: In Journal of Alloys and Compounds 5 March 2023 936

Generation of highly realistic microstructural images of alloys from limited data with a style-based generative adversarial network

Autor: Guillaume Lambard, Kazuhiko Yamazaki, Masahiko Demura

In materials science, the amount of observational data is often limited by operating protocols that require a high level of expertise, often machine-dependent, developed for a time-consuming integration of valuable data. Scanning electron microscopy

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::68a79398bbfe382281bc9c733829757a
https://doi.org/10.21203/rs.3.rs-2032680/v1

Rapid subduction in the deep North Western Mediterranean

Autor: C. Richardt, D. Dornic, D. Lo Presti, G.E. Păvălaş, M. Morganti, Oleg Kalekin, Isabelle Taupier-Letage, K. Lyons, M. Circella, Uli Katz, A. Mazure, G. Halladjian, D. Zaborov, M. Ardid, A. Radu, Francisco Camarena, J. Hößl, H. Laschinsky, C. Curtil, A. Albert, M. Neff, Gisela Anton, Robert Lahmann, Vincenzo Cavasinni, C. Distefano, C. Donzaud, B. Vallage, A. Brown, U. Fritsch, Antonio Capone, P. Payre, C. M. Reed, Annarita Margiotta, J. J. Aubert, Jürgen Brunner, J.-L. Fuda, Maurizio Spurio, Anne Deschamps, R. Pillet, U. Emanuele, A.J. Heijboer, J. Carr, F. M. Schoeck, M. P. Decowski, C. Racca, F. Salesa, L. Tasca, Thierry Pradier, G. Guillard, J.J. Hernández-Rey, Gregory David Hallewell, H. Loehner, G. Lelaizant, C. Picq, S. Loucatos, Dominique Lefèvre, S.F. Biagi, E. A. De Wolf, Holger Motz, S. Basa, Vincent Bertin, M. Marcelin, N. Picot-Clemente, R. Auer, Juanan Aguilar, R. Ostasch, G. Wijnker, Manuela Vecchi, Ciro Bigongiari, Heide Costantini, Alexander Kappes, G. Riccobene, D. Castel, G.V. Russo, V. Flaminio, G. De Bonis, Giuseppina Larosa, J.P. Gómez-González, I. Dekeyser, F. Lucarelli, Jos Steijger, V. Van Elewyck, F. Fehr, Gilles Maurin, P. Vernin, Rezo Shanidze, P. Coyle, J. Zúñiga, Thomas Eberl, V. Popa, W. Kretschmer, J. P. Schuller, M.C. Bouwhuis, M. Rujoiu, Stephanie Escoffier, M. Bazzotti, J.-P. Ernenwein, P. Piattelli, Simona Toscano, K. Fratini, Manuel Bou-Cabo, Francesco Simeone, N. Cottini, Patrick Lamare, A. C.S. Assis Jesus, Tri L. Astraatmadja, Th. Stolarczyk, S. Anvar, S. Mangano, Yann Hello, Guillaume Lambard, J.A. Martínez-Mora, H. van Haren, E. Castorina, Kay Graf, Christian Tamburini, Ph. Charvis, J. Petrovic, G. Giacomelli, C. Naumann, G. Palioselitis, B. Baret, Doriane Drouhin, Antoine Kouchner, M. Melissas, H. Yepes, E. Presani, Tommaso Chiarusi, C. Kopper, Teresa Montaruli, R. Coniglione, J.D. Zornoza, Nasser Kalantar-Nayestanaki, M. de Jong, M. Anghinolfi, J. Busto, L. Moscoso, S. Cecchini, G. Lim, P. Kooijman, G. Carminati

Publikováno v: ResearcherID

An Acoustic Doppler Current Profiler (ADCP) moored at the deep-sea ANTARES neutrino telescope site near Toulon, France, measured downward vertical currents of amplitudes up to 0.03 m s−1 in spring 2006. The currents were accompanied by enhanced lev

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c1f1e795226e747afa06831130f19b7c
https://insu.hal.science/insu-03625649