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| Estimating and Assessing Differential Equation Models with Time-Course Data | Dec 20, 2022 | Numerical IntegrationUncertainty Quantification | —Unverified | 0 |
| Demonstration of machine-learning-enhanced Bayesian quantum state estimation | Dec 15, 2022 | Experimental DesignQuantum State Tomography | —Unverified | 0 |
| Scalable Bayesian Uncertainty Quantification for Neural Network Potentials: Promise and Pitfalls | Dec 15, 2022 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Error-Aware B-PINNs: Improving Uncertainty Quantification in Bayesian Physics-Informed Neural Networks | Dec 14, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Generative structured normalizing flow Gaussian processes applied to spectroscopic data | Dec 14, 2022 | Gaussian ProcessesUncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification for Deep Neural Networks: An Empirical Comparison and Usage Guidelines | Dec 14, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization | Dec 9, 2022 | Decision Makingmotion prediction | —Unverified | 0 |
| Uncertainty Estimation in Deep Speech Enhancement Using Complex Gaussian Mixture Models | Dec 9, 2022 | Speech EnhancementUncertainty Quantification | —Unverified | 0 |
| Enhanced prediction accuracy with uncertainty quantification in monitoring CO2 sequestration using convolutional neural networks | Dec 8, 2022 | Computational EfficiencyData Augmentation | —Unverified | 0 |
