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May 29 017 Random Fourier Features Based Gaussian Process Models for Computer Experiments with Quantitative and Qualitative Inputs OpenAlex Paper Kessys Oliveira, Peter Chien May 29 018 Active learning strategy for excursion-set confidence regions of functional simulator outputs OpenAlex Paper Lucas Brunel, Mathieu Balesdent et al. May 18 019 Explainable modeling of lane-changing risk assessment incorporating driving-behavior uncertainty OpenAlex Paper Wenbin Yao, Xin Yang et al. May 15 020 Bayesian estimation of subordinated Poisson processes OpenAlex Paper Jayant Jha, Neelesh S. Upadhye et al. Apr 23 021 Bayesian estimation of subordinated Poisson processes OpenAlex Paper Jayant Jha, Neelesh S. Upadhye et al. Apr 23 022 Additional file 1 of Benchmarking the performance of uncertainty quantification methods for neural network-based interatomic potentials OpenAlex Paper Nicholas T. Wimer, Juliane Mueller et al. 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Mar 23 029 Kernel Density Estimation Under Uncertainty Using a Generalized-Interval Valued Method: Applications to Training and Testing Models with Dew Point Data OpenAlex Paper Muhammad Aslam Mar 21 030 Surrogate-Guided Adaptive Importance Sampling for Failure Probability Estimation OpenAlex Paper Renganathan, Ashwin, Booth, Annie S. Mar 21 031 Code and Data Repository for Function-on-Function Gaussian Process with Application in Robust Parameter Design OpenAlex Paper Jingru Huang, H T Xu et al. Mar 20 032 Robustness Optimization of System Performance with Non-Independent Uncertain Parameters Based on Gaussian Process Regression OpenAlex Paper Jie Wu Mar 20 033 Reliability Assessment of Deep Neural Networks and Accelerators Across Design Stages OpenAlex Paper Mohammad Hasan Ahmadilivani, Natalia Cherezova et al. Mar 17 034 Spatially correlated multi-state fragility via a warped Gaussian process OpenAlex Paper Abdullah M. Braik, Maria Koliou Mar 14 035 Joint Modeling of Corruption-Driven and Information-Limited Uncertainty for Robust 3D Gaussian Splatting OpenAlex Paper Zeji Hui, Amirali Khodadadian Gostar et al. Mar 6 036 Accounting for Nuisance Trends Using Gaussian Processes in Dynamic Structural Equation Modeling OpenAlex Paper Reginald Ziedzor, Jennifer Koran Mar 5 037 Bayesian approaches to measurement and optimization OpenAlex Paper A. Döpp, Jakob Schröder Mar 4 038 Error Analysis of Parameter Prediction via Gaussian Process Regression and Its Application to Weighted Jacobi Iteration OpenAlex Paper Tiantian Sun, Juan Zhang Feb 26 039 Stability Feedback as a Robustness Mechanism: Cross-Regime Validation via Monte Carlo Neural Training OpenAlex Paper King Quantum Feb 26 040 Stability Feedback as a Robustness Mechanism: Cross-Regime Validation via Monte Carlo Neural Training OpenAlex Paper King Quantum Feb 26 041 Toward Reliable Probabilistic Robustness: A Nonconservative Uncertainty Bound for Gaussian Processes With Applications to Constrained Motion Control OpenAlex Paper Jiacheng Li, Qingchen Liu et al. Feb 24 042 Lengthscale-informed sparse grids for kernel methods in high dimensions OpenAlex Paper Elliot J. Addy, Jonas Latz et al. Feb 20 043 Discontinuity-capturing random feature method for interface problems OpenAlex Paper Wentian Song, Xurong Chi et al. Feb 17 044 Estimation of log-Gaussian gamma processes with iterated posterior linearization and Hamiltonian Monte Carlo OpenAlex Paper Teemu Härkönen, Simo Särkkä Feb 7 045 A Perturbation-Correction Method Based on Local Randomized Neural Networks for Quasi-Linear Interface Problems OpenAlex Paper Siyuan Lang, Zhiyue Zhang Feb 5 046 An active learning Bayesian network classifier for efficient structural reliability analysis OpenAlex Paper Yanbing Tang, Tengfei Gao et al. Jan 22 047 Detecting when one probe vector is enough for preconditioned log-determinant approximation OpenAlex Paper Alice Cortinovis, Daniele Toni Jan 9 048 Sampling methods for probabilistic approximations of ODEs OpenAlex Paper Olivier Bouët-Willaumez, Adrien Le Coënt et al. Jan 5 049 A new mini-batch negative momentum proximal stochastic variance reduction method for nonconvex optimization OpenAlex Paper Weihao Cui, Chongyang He et al. Jan 1 050 AN ADAPTIVE MULTIPLE RESPONSE GAUSSIAN PROCESS FOR RELIABILITY ANALYSIS OF MULTI-OUTPUT SYSTEMS OpenAlex Paper Haowen Zhu, Ruihao Chen et al. Jan 1 051 Bayesian Posterior Perturbation Analysis with Integral Probability Metrics OpenAlex Paper Alfredo Garbuno-Iñigo, Tapio Helin et al. Jan 1 052 Bayesian system dynamics for dynamic risk management and reliability-oriented resource performance in sustainable environmental systems OpenAlex Paper Shanshan Li Jan 1 053 Choosing the Right Architecture OpenAlex Paper Irena Cronin Jan 1 054 Efficient Structural Reliability Analysis via Adaptive Hidden Neuron Screening in Extreme Learning Machines OpenAlex Paper Yunlong Teng, Ying Liu et al. Jan 1 055 Mean-Square Convergence of a New Parameterized Leapfrog Scheme for Hamiltonian Systems Driven by Gaussian Process Potentials OpenAlex Paper Sourabh Bhattacharya Jan 1 056 Spatial Interpolation of Ground Motion Intensity Measures Based on Two-Step Gaussian Process Regression OpenAlex Paper Keigo Tsukioka, Naoyasu Iwata et al. Jan 1 057 PHYSICS-GUIDED GAUSSIAN PROCESS REGRESSION FOR FATIGUE DAMAGE ACCUMULATION OpenAlex Paper Danylo Krasii, Oleksiy Larin Dec 29, 2025 058 ФІЗИЧНО-КЕРОВАНА РЕГРЕСІЯ НА ОСНОВІ ГАУСІВСЬКИХ ПРОЦЕСІВ ДЛЯ МОДЕЛЮВАННЯ НАКОПИЧЕННЯ ВТОМНОГО ПОШКОДЖЕННЯ OpenAlex Paper Данило Красій, Олексій Олександрович Ларін Dec 29, 2025 059 Skew-symmetric approximations of posterior distributions OpenAlex Paper Francesco Pozza, Daniele Durante et al. Dec 19, 2025 060 On the Local Structure and Approximation Stability of Block Isotropic Gaussian Fields OpenAlex Paper Jeong, Munki, Strang, Alexander Dec 16, 2025