Auflistung nach Schlagwort "Bayesian inference"

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  • Bayesian inversion for unified ductile phase-field fracture 
    Noii, Nima; Khodadadian, Amirreza; Ulloa, Jacinto; Aldakheel, Fadi; Wick, Thomas; François, Stijn; Wriggers, Peter (Berlin, Heidelberg : Springer, 2021)
    The prediction of crack initiation and propagation in ductile failure processes are challenging tasks for the design and fabrication of metallic materials and structures on a large scale. Numerical aspects of ductile failure ...
  • Forward uncertainty quantification with special emphasis on a Bayesian active learning perspective 
    Dang, Chao (Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2023)
    Uncertainty quantification (UQ) in its broadest sense aims at quantitatively studying all sources of uncertainty arising from both computational and real-world applications. Although many subtopics appear in the UQ field, ...
  • Well-calibrated predictive uncertainty in medical imaging with Bayesian Deep Learning 
    Laves, Max-Heinrich Viktor (Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2021-12-15)
    The use of medical imaging has revolutionized modern medicine over the last century. It has helped provide insight into human anatomy and physiology. Many diseases and pathologies can only be diagnosed with the use of ...