42 results found

Asraful Haque, Daniel T Yimam, Jawad Chowdhury, Ralph Bulanadi, Ivan Vlassiouk, John Lasseter, Sujoy Ghosh, Christopher M. Rouleau, Kai Xiao, Yongtao Liu, Eva Zarkadoula, Rama K Vasudevan, Sumner Harris

Autonomous laboratories typically rely on data-driven decision-making, occasionally with human-in-the-loop oversight to inject domain expertise1–6. Fully leveraging AI agents, however, requires tightl...

npj Computational Materials 2026-04-20 rs-9360434
Autonomous synthesis pulsed laser deposition remote epitaxy machine learning large language models barium titanate in situ diagnostics graphene

Damien F. G. Minenna, Guillaume Dilasser, Robin Penavaire, Valerio Calvelli, Thibault de Chabannes, Thibault Lecrevisse, Thomas Achard, Jason Le Coz, Christophe Berriaud, Benoît Bolzon, Antomne Caunes, Phillipe Fazilleau, Hélène Felice, Clément Genot, Antoine Guinet, Nikola Jerance, François-Paul Juster, Thibaut Lemercier, Gilles Lenoir, Clément Lorin, Yann Perron, Camille Pucheu-Plante, Étienne Rochepault, Damien Simon, Francesco Stacchi, Michel Segreti, Vincent Trauchessec, Olivier Tuske, Hajar Zgour

Superconducting magnets for particle accelerators are particularly challenging to design because they involve a large number of coupled physical phenomena and the management of complex datasets. Artif...

EPJ Research Infrastructures 2026-04-20 rs-9367074
Superconducting Magnets Artificial Intelligence Machine Learning Evolutionary Computation Topology Optimisation Quench Anomaly detection
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