S. Cottenier

Accelerating materials screening with machine learning: The case study of silicon

M. Sluydts, M. Larmuseau, J. Lauwaert, S. Cottenier

ISBN/ISSN:

Talk

Conference / event / venue

34th winter school in theoretical chemistry: Machine Learning in Theoretical Chemistry

Helsinki, Finland

Monday, 10 December, 2018 to Thursday, 13 December, 2018

Machine learning and materials science: ab initio screening to microstructure analysis

M. Larmuseau, M. Cools-Ceuppens, M. Sluydts, T. Verstraelen, S. Cottenier

ISBN/ISSN:

Poster

Conference / event / venue

34th winter school in theoretical chemistry: Machine Learning in Theoretical Chemistry

Helsinki, Finland

Monday, 10 December, 2018 to Thursday, 13 December, 2018

The road to accuracy: machine-learning-accelerated silicon ab initio simulations

M. Sluydts, J. Lauwaert, S. Cottenier

ISBN/ISSN:

Talk

Conference / event / venue

Okayama University seminar

Okayama, Japan

Thursday, 22 November, 2018

The road to accuracy: machine-learning-accelerated silicon ab initio simulations

M. Sluydts, J. Lauwaert, S. Cottenier

ISBN/ISSN:

Invited talk

Conference / event / venue

Si forum 2018

Okayama, Japan

Monday, 19 November, 2018 to Wednesday, 21 November, 2018

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

ISBN/ISSN:

Invited talk

Conference / event / venue

MSNANO-18

Faisalabad, Pakistan

Monday, 19 February, 2018 to Tuesday, 20 February, 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

19

ISBN/ISSN:

Talk

Conference / event / venue

ML4MS Conference

Espoo, Finland

Thursday, 3 May, 2018 to Friday, 4 May, 2018

Accelerating materials screening with machine learning: The case study of silicon

Conference / event / venue

Machine learning and materials science: ab initio screening to microstructure analysis

Conference / event / venue

The road to accuracy: machine-learning-accelerated silicon ab initio simulations

Conference / event / venue

The road to accuracy: machine-learning-accelerated silicon ab initio simulations

Conference / event / venue

Speeding up materials discovery and design: from high-throughput screening to machine learning

Conference / event / venue

How many materials are left to discover? An exploration of quaternary space

Conference / event / venue

The Fe-Si phase diagram: from electrical steel to the planet Mercury

Chemical bonds in crystals: a machine learning view

Process-property-microstructure assessment of novel High-Entropy Alloys

Developing new iron-nitrogen steels with ab initio thermodynamics

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S. Cottenier

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