Michael Sluydts
Postdoc (EA08) +32 (0)9 264 66 37 Tech Lane Ghent Science Park, Campus Ardoyen Technologiepark 46, 9052 Zwijnaarde, Belgium Office n°022    |
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Published
2023
How to verify the precision of density-functional-theory implementations via reproducible and universal workflows , , Nature Reviews Physics , 2023
2021
Race against the Machine: can deep learning recognize microstructures as well as the trained human eye? , , Scripta Materialia , 193, 33-37 , 2021 , IF: 6.302 , 7/79 [Q1]
2020
Compact representations of microstructure images using triplet networks , , npj Computational Materials , 6, 156 , 2020 , IF: 8.67
2017
Mechanistic Insights in Seeded Growth Synthesis of Colloidal Core/Shell Quantum Dots , , Chemistry of Materials , 29 (11), 4719-4727 , 2017 , IF: 9.466 , 15/275 [Q1]
2016
Error estimates for density-functional theory predictions of surface energy and work function , , Physical Review B , Vol. 94, Iss. 23 — 15 December 2016 , 2016 , IF: 3.718 , 16/67 [Q1]
High-Throughput Screening of Extrinsic Point Defect Properties in Si and Ge: Database and Applications , , Chemistry of Materials , 29 (3), pp 975–984 , 2016 , IF: 9.41
Ligand Addition Energies and the Stoichiometry of Colloidal Nanocrystals , , ACS Nano , 10 (1), 1462-1474 , 2016 , IF: 13.334 , 9/271 [Q1]
2015
Controlling the Size of Hot Injection Made Nanocrystals by Manipulating the Diffusion Coefficient of the Solute , , JACS (Journal of the American Chemical Society) , 137 (7), 2495–2505 , 2015 , IF: 13.038 , 10/163 [Q1]
Dissertations
(D1) , Queue Manager: high-throughput density-functional theory screening software for materials discovery and design , , Supervisor(s): Prof. Dr. Stefaan Cottenier, Prof. Dr. ir. Z. Hens , 02/09/2016
(D2) , Ligand engineering for colloidal nanocrystals, a molecular modeling approach , , Supervisor(s): Prof. Dr. ir. Veronique Van Speybroeck, Prof. Dr. ir. Z. Hens , 2012
2022 - 2024
Invited talk
Testing the hell out of DFT codes with virtual oxides , , https://www.dft2022.be/ , Brussels, Belgium , Sun, 28/08/2022 to Fri, 02/09/2022 2018
Invited talk
The road to accuracy: machine-learning-accelerated silicon ab initio simulations , , Si forum 2018 , Okayama, Japan , Mon, 19/11/2018 to Wed, 21/11/2018 Invited talk
Speeding up materials discovery and design: from high-throughput screening to machine learning , , MSNANO-18 , Faisalabad, Pakistan , Mon, 19/02/2018 to Tue, 20/02/2018 2018
Accelerating materials screening with machine learning: The case study of silicon , , 34th winter school in theoretical chemistry: Machine Learning in Theoretical Chemistry , Helsinki, Finland , Mon, 10/12/2018 to Thu, 13/12/2018
The road to accuracy: machine-learning-accelerated silicon ab initio simulations , , Okayama University seminar , Okayama, Japan , Thu, 22/11/2018
How many materials are left to discover? An exploration of quaternary space , , 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 , , ML4MS Conference , Espoo, Finland , 19 , Thu, 03/05/2018 to Fri, 04/05/2018
2016
Ligand Addition Energies and the Stoichiometry of Colloidal Nanocrystals , , EMRS Spring Meeting 2016 , Lille, France , Mon, 02/05/2016 to Fri, 06/05/2016
Ligand Addition Energy and the Stoichiometry of Colloidal Nanocrystals , , 2019 MRS (Materials Research Society) Spring Meeting & Exhibit , Phoenix, AZ, USA , Mon, 28/03/2016 to Sat, 02/04/2016
2015
Tuning Vacancy Trapping by Impurities in Si and Ge by High-Throughput Selection , , IWMCG-8 , Spa, Belgium , Sun, 15/11/2015 to Wed, 18/11/2015
High-throughput screening of extrinsic point defect properties in Si and Ge DFT , , Annual Scientific Meeting of the Belgian Physical Society 2015 , Liège, Belgium , Wed, 13/05/2015 to Mon, 13/06/2016
High-throughput screening of extrinsic point defect properties in Si and Ge , , Euro-TMCS I , Granada, Spain , 19 , Wed, 28/01/2015 to Fri, 30/01/2015
2014
Ab initio high-throughput study of extrinsic point defect embedding enthalpies in Si and Ge , , EMRS Spring Meeting 2014 , Lille, France , X-16 , Mon, 26/05/2014 to Fri, 30/05/2014
2013
Ligand engineering of colloidal nanocrystals , , 14th UGent FEA PhD Symposium , Ghent Belgium , 83 , Fri, 06/12/2013
2018
Machine learning and materials science: ab initio screening to microstructure analysis , , 34th winter school in theoretical chemistry: Machine Learning in Theoretical Chemistry , Helsinki, Finland , Mon, 10/12/2018 to Thu, 13/12/2018
2017
High-Throughput Screening of Extrinsic Point Defect Properties in Si and Ge: Database and Applications , , International Workshop on Machine Learning for Materials Science , Espoo, Finland , Wed, 08/03/2017 to Thu, 09/03/2017
2016
Error estimates for density-functional theory predictions of surface energy and work function , , ADIS 2016 , Tegernsee, Germany , Mon, 03/10/2016 to Fri, 07/10/2016
The High-Throughput approach to Computational Materials Design , , General Scientific Meeting 2016 of the Belgian Physical Society , Ghent, Belgium , Wed, 18/05/2016
Tuning vacancy trapping by impurities in Si and Ge through high-throughput selection , , EMRS Spring Meeting 2016 , Lille, France , Mon, 02/05/2016 to Fri, 06/05/2016
2015
Hard of soft? Validation of HSAB theory for inorganic ligand adsorption on colloidal nanocrystals , , Euro-TMCS I , Granada, Spain , Wed, 28/01/2015 to Fri, 30/01/2015
2014
Ab initio high-throughput study of extrinsic point defects in Si and Ge , , FEA Research Symposium 2014 , Ghent, Belgium , Fri, 05/12/2014
Ab initio high-throughput study of extrinsic point defects in Si and Ge , , 17th International Conference on Hyperfine Interactions and 21th International Symposium on Nuclear Quadrupole Interactions (HFI/NQI 2014) , Canberra, Australia , Sun, 21/09/2014 to Fri, 26/09/2014
2013
Ligand engineering of colloidal nanocrystals , , 14th UGent FEA PhD Symposium , Ghent Belgium , Fri, 06/12/2013
Ab initio modeling of ligand adsorption on colloidal CuInS2 quantum dots , , EMRS Spring Meeting 2013 , Strasbourg France , Mon, 27/05/2013 to Fri, 31/05/2013
Materials for Energy: The Role of Computational Materials Design , , (presenting author K. Lejaeghere), Colloquium Physics and the Energy Challenge , Brussels, Belgium , Sat, 20/04/2013