Author

Arnu Pretorius

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein structure· 1

Frequent Co-Authors

Andries SmitiD· 1 shared Denis Tarasov· 1 shared Marcin J. SkwarkiD· 1 shared Miguel ArbesúiD· 1 shared Nima Hamidi SiboniiD· 1 shared Oliver Bent· 1 shared Sebastien Boyer· 1 shared Ulrich Armel Mbou SobiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Andries SmitORCID

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1 paper

Recent·Most cited

Offline RL for generative design of protein binders

Denis Tarasov, Ulrich Armel Mbou Sob, Miguel Arbesú, Nima Hamidi Siboni, Sebastien Boyer, Marcin J. Skwark, Andries Smit, Oliver Bent, Arnu Pretorius

This study applies offline reinforcement learning to generate protein binders with improved docking and chemical properties by addressing the computational cost of protein-ligand docking.

bioRxiv · Nov 29, 2023 · PreprintBioinformatics