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Special Issue: Data-Driven Design Under Uncertainty
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Ramin Bostanabad, Kathryn A. Maupin, Subhayan De, Audrey Olivier, Anton van-Beek, Zhen Hu, Leifur Thor Leifsson, Wei Chen
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148 |
2 |
020301–None |
2026 |
24.53 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Robust Design Under Machine Learning Model Uncertainty
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Amirreza Tootchi, Xiaoping Du
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148 |
2 |
021701–None |
2026 |
34.39 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Uncertainty-Aware Digital Twins: Robust Model Predictive Control Using Time-Series Deep Quantile Learning
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Yi-Ping Chen, Ying-Kuan Tsai, Vispi Karkaria, Wei Chen
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148 |
2 |
021702–None |
2026 |
37.36 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Trustworthy Uncertainty Quantification Via Distributionally-Robust Dual Adaptive Conformal Prediction
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Yuwei Zong, Sobhan Badakhshan, Jie Zhang, Yanwen Xu
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148 |
2 |
021703–None |
2026 |
28.49 |
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Average Rating: 0.0 / 5
(0 Reviews)
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A Population-Based Model Bias Correction Framework Using Federated Learning for Simulation Models of Nonlinear Dynamic Systems
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Xudong Wang, Zhi-wei Wang, Zhao Zhao, Michael D. Todd, Zhen Hu
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148 |
2 |
021704–None |
2026 |
27.51 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Simultaneous Calibration of an Arbitrary Number of Multiresponse Computer Models
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Tyler R. Johnson, Jonathan T. Eweis-Labolle, Xiangyu Sun, Ramin Bostanabad
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148 |
2 |
021705–None |
2026 |
29.53 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Design of Transmission Networks for Enhanced Resilience Under Stochastic Disruption Scenarios Using Graph Generative Models
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In-Bum Chung, Pingfeng Wang
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148 |
2 |
021706–None |
2026 |
23.47 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Materials Discovery Using Uncertainty-Aware Constrained Bayesian Optimization With Representation Learning of High-Dimensional Inputs
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Jie Chen, Pengfei Ou, Yuxin Chang, Hengrui Zhang, Xiao-Yan Li, Edward H. Sargent, Wei Chen
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148 |
2 |
021707–None |
2026 |
32.47 |
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Average Rating: 0.0 / 5
(0 Reviews)
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GUST: Quantifying Free-Form Geometric Uncertainty of Metamaterials Using Small Data
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Jiahui Zheng, Cole Jahnke, Wei “Wayne” Chen
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148 |
2 |
021708–None |
2026 |
38.32 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Normalizing Flow Enhanced Global and Local Sampler for Bayesian Parameter Updating and State Estimation in Finite Element Models
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Lin Sun, Zhen Hu, Michael Todd
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148 |
2 |
021709–None |
2026 |
38.32 |
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Average Rating: 0.0 / 5
(0 Reviews)
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