Publications associées à 14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon

Publications associées (5)

A bridge between trust and control: computational workflows meet automated battery cycling

Nicola Marzari, Corsin Battaglia, Giovanni Pizzi, Sebastiaan Philippe Huber, Francisco Fernando Ramirez, Loris Ercole

Compliance with good research data management practices means trust in the integrity of the data, and it is achievable by full control of the data gathering process. In this work, we demonstrate tooling which bridges these two aspects, and illustrate its u ...

Royal Society of Chemistry2024

Methodology for selecting measurement points that optimize information gain for model updating

Ian Smith, Numa Joy Bertola

Information collected through sensor measurements has the potential to improve knowledge of complex-system behavior, leading to better decisions related to system management. In this situation, and particularly when using digital twins, the quality of sens ...

2023

OptTTA: Learnable Test-Time Augmentation for Source-Free Medical Image Segmentation Under Domain Shift

Jean-Philippe Thiran, Seyedbehzad Bozorgtabar, Guillaume Marc Georges Vray, Devavrat Tomar

As distribution shifts are inescapable in realistic clinical scenarios due to inconsistencies in imaging protocols, scanner vendors, and across different centers, well-trained deep models incur a domain generalization problem in unseen environments. Despit ...

PMLR2022

Interdisciplinary Doctoral Training in Technology-Enhanced Learning in Europe

Denis Gillet

Technology enhanced learning (TEL) research connects Learning Sciences, Educational Psychology, and Computer Science, in order to investigate interventions based on digital technologies in education and training settings. In this paper, we argue that docto ...

2020

Operando X-ray diffraction during laser 3D printing

Steven Van Petegem, Helena Van Swygenhoven, Nicola Casati, Samy Hocine

Laser based additive manufacturing allows to build a designed shape layer-by-layer, offering versatility and flexibility to many metallurgical sectors. The fast cooling rates and repeated heat cycles depending on the laser and scanning parameters are not e ...

2020