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1. Effect of Material Epistemic Uncertainty on the Seismic Response of RC Moment-Resisting Frame Buildings and Their Nonstructural Components NSTL国家科技图书文献中心

Daniela Novoa |  Orlando Arroyo... -  《Journal of earthquake engineering》 - 2025,29(1/4) - 901~919 - 共19页

摘要: research, yet epistemic uncertainty stemming from |  explores the effects of epistemic uncertainty on RCMRFs |  stress impacts severe-collapse probabilities. Epistemic |  uncertainty introduces multi-modal behavior in the | ABSTRACT Reinforced Concrete Moment Resisting
关键词: Reinforced concrete moment frames |  nonstructural components |  epistemic uncertainty |  seismic performance

2. The effective thermal and elastic properties of FiberForm: Computation, microstructure-sensitivity analysis and epistemic uncertainty quantification NSTL国家科技图书文献中心

Liu, Donglai |  Maya, Khaleda A.... -  《Computational Materials Science》 - 2025,251 - 共9页

摘要:, microstructure-sensitivity analysis and epistemic uncertainty | In this paper, a study on the calculation |  quantification of the effective thermal conductivity and |  elasticity of Rayon FiberForm is presented. The 3D images |  of FiberForm were generated through X-ray Computed
关键词: FiberForm |  Computational homogenization |  Standard mechanics approach |  Microstructure sensitivity |  Epistemic uncertainty quantification |  Thermal protection system

3. GREEN E-COMMERCE SUPPLY CHAIN ANALYSIS CONSIDERING DELIVERY TIME UNDER EPISTEMIC UNCERTAINTY BASED ON CONFIDENCE LEVEL NSTL国家科技图书文献中心

RONG GAO |  KEXIN HUA -  《RAIRO operations research》 - 2025,59(1) - 701~724 - 共24页

摘要:. However, due to incomplete historical data, epistemic |  uncertainty will inevitably arise when estimating the demand |  uncertainty theory, we propose an uncertain demand function | Due to the growth of e-commerce and increasing |  demand for eco-friendly consumption, the green e
关键词: Green e-commerce supply chain |  delivery time |  epistemic uncertainty |  uncertainty theory |  confidence level

4. A scalable stochastic scheme for identifying critical substations considering the epistemic uncertainty of contingency in power systems NSTL国家科技图书文献中心

Zhao Y. |  Yan M.... -  《Applied energy》 - 2025,381(Mar.1) - 1.1~1.14 - 共14页

摘要: optimization is utilized to handle this epistemic uncertainty |  associated lines. The degree of epistemic uncertainty on |  consider the uncertainty of direct line disconnection | , the proposed model focuses on the uncertainty on the | © 2024This paper proposes a scalable
关键词: Cascaded contingency |  Epistemic uncertainty |  Mixed-integer tri-level optimization |  Stochastic optimization |  Substation defensive strategy

5. Remaining useful life estimation considering threshold epistemic uncertainty with uncertain differential equation NSTL国家科技图书文献中心

Liu, Zhe |  Zhang, Qingyuan -  《Applied mathematics and computation》 - 2025,495 - 共12页

摘要:Remaining useful life (RUL) prediction is one |  of the key problems in equipment operation and |  maintenance. In some engineering practices, sufficient |  degradation observations can not be obtained due to |  limitations in cost, technology, and time. Under these
关键词: Remaining useful life |  Epistemic uncertainty |  Uncertain threshold |  Uncertain differential equation

6. TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification Leveraging Epistemic Uncertainty to Improve Model Performance NSTL国家科技图书文献中心

Joshua Niemeijer |  Jan Ehrhardt... -  《Simulation and Synthesis in Medical Imaging》 -  International Workshop on Simulation and Synthesis in Medical Imaging |  International Conference on Medical Image Computing and Computer Assisted Intervention - 2025, - 69~78 - 共10页

摘要: uncertainty, since large measures of epistemic uncertainty |  generative model to synthesize data with high epistemic | -probability distribution as a measure for uncertainty. We |  classifier uncertainty on the decoded image. By training on | The usage of medical image data for the
关键词: Synthetic data generation |  Generalization |  Robustness

7. A condition‐based maintenance optimization method with oscillating uncertain degradation process NSTL国家科技图书文献中心

Shuyu Li |  Meilin Wen... -  《Quality and reliability engineering international》 - 2025,41(1) - 1~29 - 共29页

摘要: contribute to epistemic uncertainty. Besides, the |  simultaneously address the problem of epistemic uncertainty and |  uncertainty theory to deal with epistemic uncertainty. Then | Abstract Conditionbased maintenance (CBM) has |  gradually gained more attention, and the degradation
关键词: belief reliability |  conditionbased maintenance |  epistemic uncertainty |  maintenance optimization |  oscillating degradation model

8. Integrating imprecise data in generative models using interval-valued Variational Autoencoders NSTL国家科技图书文献中心

Sanchez, Luciano |  Costa, Nahuel... -  《Information Fusion》 - 2025,114 - 共15页

摘要: scenarios with pronounced epistemic uncertainty. The | , which restricts their ability to handle epistemic |  uncertainty from imprecise measurements and incomplete data | Variational Autoencoders (VAEs) enable the |  integration of diverse data sources into a unified latent
关键词: Variational Autoencoders (VAEs) |  Interval-valued data |  Epistemic uncertainty |  Disentangled representations |  Mechanical deterioration prediction

9. An uncertainty-aware deep learning framework-based robust design optimization of metamaterial units NSTL国家科技图书文献中心

Wang, Zihan |  Bhaduri, Anindya... -  《Structural and multidisciplinary optimization》 - 2025,68(3) - 共26页

摘要: uncertainty due to data sparsity or the effect of input data |  uncertainty due to inherent randomness in the data. This |  system. To address this issue, a novel uncertainty |  framework and quantifies both aleatoric and epistemic | Mechanical metamaterials represent an
关键词: Metamaterial |  Deep generative design |  Aleatoric uncertainty |  Epistemic uncertainty |  Robust design

10. CRULP: Reliable RUL Estimation Inspired by Conformal Prediction NSTL国家科技图书文献中心

Piao, Shiyuan |  Huang, Ruyi... -  《IEEE Transactions on Instrumentation and Measurement》 - 2025,74(Pt.1) - 3505411.1~3505411.11 - 共11页

摘要:)-based RUL prediction model and uncertainty awareness |  prediction model into construct uncertainty set (i.e | ., interval in RUL estimation) based on the epistemic |  uncertainty through a collaborative process of ensemble | Reliable remaining useful life (RUL
关键词: Conformal prediction |  epistemic uncertainty |  quantile regression |  reliability |  remaining useful life (RUL)
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