Coherent Blending of Biophysics-Based Knowledge with Bayesian Neural Networks for Robust Protein Property Prediction.

Nisonoff, Hunter; Wang, Yixin; Listgarten, Jennifer

Nisonoff, Hunter; Wang, Yixin; Listgarten, Jennifer.

Afiliación

Nisonoff H; Center for Computational Biology, University of California, Berkeley, Berkeley, California 94720-3220, United States.
Wang Y; Department of Statistics, University of Michigan, Ann Arbor, Michigan 48109-1107, United States.
Listgarten J; Center for Computational Biology, University of California, Berkeley, Berkeley, California 94720-3220, United States.

ACS Synth Biol ; 12(11): 3242-3251, 2023 Nov 17.

Article en En | MEDLINE | ID: mdl-37888887

Asunto(s)

Aprendizaje Automático; Redes Neurales de la Computación; Teorema de Bayes; Proteínas

Palabras clave

Bayesian methodology; biophysical models; deep learning; machine learning; protein engineering; uncertainty quantification

Texto completo

Imprimir

XML

PubMed Links

Buscar en Google

Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Redes Neurales de la Computación / Aprendizaje Automático Idioma: En Revista: ACS Synth Biol Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos

Texto completo

Imprimir

XML

PubMed Links

Buscar en Google