Original Research
Published on 28 Feb 2020
Toward Reproducible Environmental Modeling for Decision Support: A Worked Example
in Hydrosphere
Frontiers in Earth Science
doi 10.3389/feart.2020.00050
- 6,344 views
- 31 citations
11 articles related to "Uncertainty Quantification Uq"
Articles
Original Research
Published on 15 Feb 2023
Lowering the computational barrier: Partially Bayesian neural networks for transparency in medical imaging AI
in Human-Media Interaction
Frontiers in Computer Science
doi 10.3389/fcomp.2023.1071174
- 4,901 views
- 8 citations
Original Research
Published on 18 Sep 2024
Uncertainty quantification in multi-class image classification using chest X-ray images of COVID-19 and pneumonia
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2024.1410841
- 6,162 views
- 11 citations
Original Research
Accepted on 08 Apr 2026
Efficient Confidence Interval Computation for Physics-Aware Machine Learning of Diffusion-Sorption Models
in Water and Hydrocomplexity
Frontiers in Water
- 365 views
Original Research
Published on 14 Mar 2023
Fuel performance uncertainty quantification and sensitivity analysis in the presence of epistemic and aleatoric sources of uncertainties
in Nuclear Energy
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1112978
- 3,319 views
- 4 citations
Original Research
Published on 27 Sep 2022
Microstructure-Sensitive Uncertainty Quantification for Crystal Plasticity Finite Element Constitutive Models Using Stochastic Collocation Methods
in Computational Materials Science
Frontiers in Materials
doi 10.3389/fmats.2022.915254
- 5,949 views
- 19 citations
Original Research
Published on 11 Mar 2025
Interhemispheric asymmetry of uncertainties in the ionosphere-thermosphere system
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2025.1528624
- 1,372 views
Original Research
Published on 21 Nov 2017
Uncertainty Quantification Reveals the Importance of Data Variability and Experimental Design Considerations for in Silico Proarrhythmia Risk Assessment
in Computational Physiology and Medicine
Frontiers in Physiology
doi 10.3389/fphys.2017.00917
- 11,740 views
- 101 citations
Original Research
Published on 19 Nov 2020
Data-Driven Uncertainty Quantification for Cardiac Electrophysiological Models: Impact of Physiological Variability on Action Potential and Spiral Wave Dynamics
in Computational Physiology and Medicine
Frontiers in Physiology
doi 10.3389/fphys.2020.585400
- 4,692 views
- 25 citations
Original Research
Published on 26 Jun 2019
Comprehensive Uncertainty Quantification and Sensitivity Analysis for Cardiac Action Potential Models
in Computational Physiology and Medicine
Frontiers in Physiology
doi 10.3389/fphys.2019.00721
- 12,715 views
- 86 citations
Original Research
Published on 16 Jun 2021
Uncertainty Quantification and Bayesian Inference of Cloud Parameterization in the NCAR Single Column Community Atmosphere Model (SCAM6)
in Predictions and Projections
Frontiers in Climate
doi 10.3389/fclim.2021.670740
- 4,569 views
- 6 citations