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Comparison of global sensitivity analysis methods for a fire spread model with a segmented characteristic arxiv.org/abs/2407.17718 .AP

A new moment-independent uncertainty importance measure based on cumulative residual entropy for developing uncertainty reduction strategies arxiv.org/abs/2407.17719 .AP

Multi-physics Simulation Guided Generative Diffusion Models with Applications in Fluid and Heat Dynamics arxiv.org/abs/2407.17720 .comp-ph .CO

Forecasting Automotive Supply Chain Disruption with Heterogeneous Time Series arxiv.org/abs/2407.16739 .ML .LG

Real-time risk estimation for active road safety: Leveraging Waymo AV sensor data with hierarchical Bayesian extreme value models arxiv.org/abs/2407.16832 .AP

Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes arxiv.org/abs/2407.16935 .ML .LG

Provable Benefit of Annealed Langevin Monte Carlo for Non-log-concave Sampling arxiv.org/abs/2407.16936 .ML .ST .CO .TH .LG

Stochastic Variance-Reduced Iterative Hard Thresholding in Graph Sparsity Optimization arxiv.org/abs/2407.16968 .ML .AI .LG

A Bayesian modelling framework for health care resource use and costs in trial-based economic evaluations arxiv.org/abs/2407.17036 .ME .AP

Spatially-clustered spatial autoregressive models with application to agricultural market concentration in Europe arxiv.org/abs/2407.15874 .ME .AP .CO

A divide-and-conquer approach for spatio-temporal analysis of large house price data from Greater London arxiv.org/abs/2407.15905 .AP

AI for Handball: predicting and explaining the 2024 Olympic Games tournament with Deep Learning and Large Language Models arxiv.org/abs/2407.15987 .AP .AI

Robust and consistent model evaluation criteria in high-dimensional regression arxiv.org/abs/2407.16116 .ME

Investigating the HIV Epidemic in Miami Using a Novel Approach for Bayesian Inference on Partially Observed Networks arxiv.org/abs/2407.16135 .AP

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