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Uncertainty Quantification

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Showing 951–960 of 2366 papers

TitleStatusHype
Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-squares—0
From Physics to Foundation Models: A Review of AI-Driven Quantitative Remote Sensing Inversion—0
From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning—0
From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning—0
Data-Driven Model Selections of Second-Order Particle Dynamics via Integrating Gaussian Processes with Low-Dimensional Interacting Structures—0
Bayesian Dynamical System Identification With Unified Sparsity Priors And Model Uncertainty—0
Conditional Distribution Quantization in Machine Learning—0
A Survey on Uncertainty Quantification Methods for Deep Learning—0
Data-driven method for real-time prediction and uncertainty quantification of fatigue failure under stochastic loading using artificial neural networks and Gaussian process regression—0
Data-Driven Gradient Optimization for Field Emission Management in a Superconducting Radio-Frequency Linac—0
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