Author

Hanna Krasowski

University of California, BerkeleyORCID 0000-0002-6730-3802Unclaimed ORCID profile · follow to get notified of new preprints

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Bioengineering· 1

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Approach:deep learning· 1 Approach:statistical model· 1

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Calin A. BeltaiD· 1 shared Eric Palanques-TostiD· 1 shared Murat ArcakiD· 1 shared

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Calin A. BeltaORCID

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BioengineeringbioRxivPreprintDec 9, 2024

Learning Biomolecular Models using Signal Temporal Logic

Hanna Krasowski, Eric Palanques-Tost, Calin A. Belta, Murat Arcak

The paper develops a method to infer biomolecular models from qualitative behaviors using Signal Temporal Logic and genetic algorithms, with gradient-based parameter estimation.

1 citation

deep learningstatistical model