SOTAVerified

Uncertainty Quantification

Papers

Showing 10011025 of 2366 papers

TitleStatusHype
Analysis, forecasting and system identification of a floating offshore wind turbine using dynamic mode decomposition0
Physics-constrained Bayesian inference of state functions in classical density-functional theory0
Generative emulation of chaotic dynamics with coherent prior0
Conformalized-DeepONet: A Distribution-Free Framework for Uncertainty Quantification in Deep Operator Networks0
Generative Latent Neural PDE Solver using Flow Matching0
Generative Modelling with Tensor Train approximations of Hamilton--Jacobi--Bellman equations0
Generative Parameter Sampler For Scalable Uncertainty Quantification0
Generative structured normalizing flow Gaussian processes applied to spectroscopic data0
Generative vs. Discriminative modeling under the lens of uncertainty quantification0
GeoFUSE: A High-Efficiency Surrogate Model for Seawater Intrusion Prediction and Uncertainty Reduction0
Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction0
Give me (un)certainty -- An exploration of parameters that affect segmentation uncertainty0
Global Framework for Emulation of Nuclear Calculations0
Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning0
Bayesian deep learning of affordances from RGB images0
Conformalized Link Prediction on Graph Neural Networks0
Goal-oriented Uncertainty Quantification for Inverse Problems via Variational Encoder-Decoder Networks0
AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification0
Identifying Reliable Predictions in Detection Transformers0
Gradient-enhanced deep neural network approximations0
Data-driven Bayesian Control of Port-Hamiltonian Systems0
Grad-Shafranov equilibria via data-free physics informed neural networks0
Bayesian Deep Learning Hyperparameter Search for Robust Function Mapping to Polynomials with Noise0
Bayesian deep learning framework for uncertainty quantification in high dimensions0
Daily Land Surface Temperature Reconstruction in Landsat Cross-Track Areas Using Deep Ensemble Learning With Uncertainty Quantification0
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