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Uncertainty Quantification

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TitleStatusHype
Characterising User Transfer Amid Industrial Resource Variation: A Bayesian Nonparametric Approach—0
Experiment Design with Gaussian Process Regression with Applications to Chance-Constrained Control—0
Generative emulation of chaotic dynamics with coherent prior—0
Data-centric challenges with the application and adoption of artificial intelligence for drug discovery—0
Generative Latent Neural PDE Solver using Flow Matching—0
Generative Modelling with Tensor Train approximations of Hamilton--Jacobi--Bellman equations—0
A generative foundation model for an all-in-one seismic processing framework—0
Generative structured normalizing flow Gaussian processes applied to spectroscopic data—0
A Critical Analysis of Internal Reliability for Uncertainty Quantification of Dense Image Matching in Multi-view Stereo—0
GeoFUSE: A High-Efficiency Surrogate Model for Seawater Intrusion Prediction and Uncertainty Reduction—0
Exact Gaussian Processes for Massive Datasets via Non-Stationary Sparsity-Discovering Kernels—0
Give me (un)certainty -- An exploration of parameters that affect segmentation uncertainty—0
EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation—0
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems—0
Certified and fast computations with shallow covariance kernels—0
Evidential time-to-event prediction with calibrated uncertainty quantification—0
Evidential Physics-Informed Neural Networks—0
A robustness measure for singular point and index estimation in discretized orientation and vector fields—0
A generalized Bayes framework for probabilistic clustering—0
Gradient-enhanced deep neural network approximations—0
Centroid Approximation for Bootstrap: Improving Particle Quality at Inference—0
Grad-Shafranov equilibria via data-free physics informed neural networks—0
Center-fixing of tropical cyclones using uncertainty-aware deep learning applied to high-temporal-resolution geostationary satellite imagery—0
A Risk-Aware Adaptive Robust MPC with Learned Uncertainty Quantification—0
Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception—0
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