Mathieu Doucet

Senior R&D Staff

Contact

DOUCETM@ORNL.GOV

Bio

Mathieu Doucet is a neutron scattering scientist in the Neutron Reflectometry Group. His research interests are in energy storage materials and machine learning.

Publications

December 2024

Privacy Preserving Federated Learning for Advanced Scientific Ecosystems

Conference Paper

December 2024

Structure–performance relationships of lithium-ion battery cathodes revealed by contrast-variation…

Journal: Journal of Materials Chemistry A

November 2024

Extracting Thin Film Structures of Energy Materials Using Transformers

Journal: ACS Physical Chemistry Au

August 2024

Characterizing Hygroscopic Films of Polyzwitterions in Electric Fields Using Neutron and X-ray…

Journal: ACS Applied Materials & Interfaces

April 2024

Studying Transient Phenomena in Thin Films with Reinforcement Learning

Journal: The Journal of Physical Chemistry Letters

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Mathieu Doucet

Senior R&D Staff

Contact

Bio

Publications

Privacy Preserving Federated Learning for Advanced Scientific Ecosystems

Structure–performance relationships of lithium-ion battery cathodes revealed by contrast-variation…

Extracting Thin Film Structures of Energy Materials Using Transformers

Characterizing Hygroscopic Films of Polyzwitterions in Electric Fields Using Neutron and X-ray…

Studying Transient Phenomena in Thin Films with Reinforcement Learning

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