Author

Jaldert François

KU LeuvenORCID 0000-0002-6152-7485Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 2 Organism:bacteria (other)· 1 Research Focus:protein folding & dynamics· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Assay:proteomics· 1

Frequent Co-Authors

Vera van NoortiD· 2 shared Bart De MooriD· 1 shared Bart De Moor· 1 shared Sophie ColetteiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 4 mutual co-author links

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2 shared papersBioinformatics

Vera van NoortORCID

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2 papers

Recent·Most cited

AdventML: Advanced Enzyme Temperature Prediction with Transformer-Based Embeddings and Resampling Strategies

Jaldert François, Bart De Moor, Vera van Noort

This paper develops AdventML, a model for predicting enzyme optimal temperature using transformer embeddings and resampling, achieving R2 ~0.64 and improved extreme temperature predictions.

bioRxiv · Jun 3, 2026 · PreprintBioinformatics

Machine learning for optimal growth temperature prediction of prokaryotes using amino acid descriptors

Sophie Colette, Jaldert François, Bart De Moor, Vera van Noort

This study improves OGT prediction for prokaryotes using machine learning with amino acid descriptors, achieving an R2 of 0.89.

Journal of Chemical Information and Modeling · Apr 13, 2026Peer-reviewedMicrobiology