Search Results for author: Frederic Runge

Found 5 papers, 3 papers with code

Rethinking Performance Measures of RNA Secondary Structure Problems

no code implementations4 Dec 2023 Frederic Runge, Jörg K. H. Franke, Daniel Fertmann, Frank Hutter

Accurate RNA secondary structure prediction is vital for understanding cellular regulation and disease mechanisms.

Towards Automated Design of Riboswitches

no code implementations17 Jul 2023 Frederic Runge, Jörg K. H. Franke, Frank Hutter

Experimental screening and selection pipelines for the discovery of novel riboswitches are expensive, time-consuming, and inefficient.

Scalable Deep Learning for RNA Secondary Structure Prediction

1 code implementation14 Jul 2023 Jörg K. H. Franke, Frederic Runge, Frank Hutter

The field of RNA secondary structure prediction has made significant progress with the adoption of deep learning techniques.

Learning to Design RNA

5 code implementations ICLR 2019 Frederic Runge, Danny Stoll, Stefan Falkner, Frank Hutter

Designing RNA molecules has garnered recent interest in medicine, synthetic biology, biotechnology and bioinformatics since many functional RNA molecules were shown to be involved in regulatory processes for transcription, epigenetics and translation.

Meta-Learning

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