Uncertainty Quantification in Epigenetic Clocks via Conformalized Quantile Regression. [PDF]
Li Y +4 more
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Credibility assessment of patient-specific modeling in transcatheter aortic valve implantation-Part 2: Uncertainty quantification and sensitivity analysis. [PDF]
Scuoppo R +7 more
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Challenges and opportunities in uncertainty quantification for healthcare and biological systems. [PDF]
Kimpton LM +3 more
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Enhancing Estimation of Fine Particulate Matter Chemical Composition across North America by Including Geophysical <i>A Priori</i> Information in Deep Learning with Uncertainty Quantification. [PDF]
Shen S +4 more
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Uncertainty quantification in coupled wildfire-atmosphere simulations at scale. [PDF]
Schwerdtner P +6 more
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Multifidelity Uncertainty Quantification for Focused Ultrasound Breast Cancer Therapies Using Reduced Order Models. [PDF]
Bates JG +3 more
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Uncertainty quantification (UQ) is concerned with including and characterising uncertainties in mathematical models. Major steps comprise proper description of system uncertainties, analysis and efficient quantification of uncertainties in predictions and design problems, and statistical inference on uncertain parameters starting from available ...
Oliver G. Ernst +3 more
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