Michiel Larmuseau

A1 Publications

Published

2022

Towards accurate processing-structure-property links using deep learning , M. Larmuseau, K. Theuwissen, K. Lejaeghere, L. Duprez, T. Dhaene, S. Cottenier , Scripta Materialia , 211, 114478 , 2022 , IF: 5.611

2021

Race against the Machine: can deep learning recognize microstructures as well as the trained human eye? , M. Larmuseau, M. Sluydts, K. Theuwissen, L. Duprez, T. Dhaene, S. Cottenier , Scripta Materialia , 193, 33-37 , 2021 , IF: 6.302 , 7/79 [Q1]

2020

Compact representations of microstructure images using triplet networks , M. Larmuseau, M. Sluydts, K. Theuwissen, L. Duprez, T. Dhaene, S. Cottenier , npj Computational Materials , 6, 156 , 2020 , IF: 8.67

Other Publications

Dissertations

(D1) , Machine Learning for Microstructure Analysis of Steel , M. Larmuseau , Supervisor(s): Prof. Dr. Stefaan Cottenier; Prof. Tom Dhaene; Lode Duprez , 03/05/2021
(D2) , Dissipation dynamics within quantum integrable models , M. Larmuseau , Supervisor(s): Prof. Dr. Dimitri Van Neck , 2016

Keynote / Plenary / Invited talks

2018

Invited talk
Speeding up materials discovery and design: from high-throughput screening to machine learning , M. Sluydts, M. Larmuseau, K. Dumon, T. Crepain, K. Lejaeghere, S. Cottenier , MSNANO-18 , Faisalabad, Pakistan , Mon, 19/02/2018 to Tue, 20/02/2018

Talks

2018

Accelerating materials screening with machine learning: The case study of silicon , M. Sluydts, M. Larmuseau, J. Lauwaert, S. Cottenier , 34th winter school in theoretical chemistry: Machine Learning in Theoretical Chemistry , Helsinki, Finland , Mon, 10/12/2018 to Thu, 13/12/2018
How many materials are left to discover? An exploration of quaternary space , M. Sluydts, M. Larmuseau, K. Dumon, T. Crepain, K. Lejaeghere, S. Cottenier , International Workshop on Machine Learning for Materials Science 2018 , Aalto, Finland , Thu, 03/05/2018 to Fri, 04/05/2018
How many materials are left to discover? An exploration of quaternary space , M. Sluydts, M. Larmuseau, T. Crepain, K. Dumon, K. Lejaeghere, S. Cottenier , ML4MS Conference , Espoo, Finland , 19 , Thu, 03/05/2018 to Fri, 04/05/2018

Posters

2018

Machine learning and materials science: ab initio screening to microstructure analysis , M. Larmuseau, M. Cools-Ceuppens, M. Sluydts, T. Verstraelen, S. Cottenier , 34th winter school in theoretical chemistry: Machine Learning in Theoretical Chemistry , Helsinki, Finland , Mon, 10/12/2018 to Thu, 13/12/2018

Funding