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Uncertainty Quantification

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Showing 1651–1675 of 2366 papers

TitleStatusHype
A Model-Constrained Tangent Slope Learning Approach for Dynamical Systems—0
Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification—0
An Active Learning Method for Diabetic Retinopathy Classification with Uncertainty Quantification—0
An AI-powered Bayesian generative modeling approach for causal inference in observational studies—0
An Algorithm for Sensor Data Uncertainty Quantification—0
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation—0
Analysis, forecasting and system identification of a floating offshore wind turbine using dynamic mode decomposition—0
Analysis of Diagnostics (Part II): Prevalence, Linear Independence, and Unsupervised Learning—0
Analytical results for uncertainty propagation through trained machine learning regression models—0
Analytic Mutual Information in Bayesian Neural Networks—0
An asymptotic analysis of distributed nonparametric methods—0
An Axiomatic Assessment of Entropy- and Variance-based Uncertainty Quantification in Regression—0
An Efficient and Uncertainty-aware Reinforcement Learning Framework for Quality Assurance in Extrusion Additive Manufacturing—0
An Ensemble-Based Deep Framework for Estimating Thermo-Chemical State Variables from Flamelet Generated Manifolds—0
An Ensemble Quadratic Echo State Network for Nonlinear Spatio-Temporal Forecasting—0
A neural multilevel method for high-dimensional parametric PDEs—0
A New PHO-rmula for Improved Performance of Semi-Structured Networks—0
Anisotropic Hybrid Networks for liver tumor segmentation with uncertainty quantification—0
Anomaly Detection using Ensemble Classification and Evidence Theory—0
A Note on Uncertainty Quantification for Maximum Likelihood Parameters Estimated with Heuristic Based Optimization Algorithms—0
An out-of-distribution discriminator based on Bayesian neural network epistemic uncertainty—0
A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis—0
A Novel A.I Enhanced Reservoir Characterization with a Combined Mixture of Experts -- NVIDIA Modulus based Physics Informed Neural Operator Forward Model—0
A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC—0
A Novel Deep Learning Approach for Emulating Computationally Expensive Postfire Debris Flows—0
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