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Research article

First published 2023-5

Role of calibration in uncertainty-based referral for deep learning

Ruotao Zhang, Constantine Gatsonis, Jon Arni Steingrimsson

Statistical Methods in Medical Research

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Research article

First published 2024-04-18

Constructing prediction intervals to explore uncertainty based on deep neural networks

Jingling Yang, Liren Chen, Huayou Chen [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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First published 2026-4

Enhancing real-time remaining useful life prediction with information entropy & uncertainty quantified deep learning models

Sarah Malik, Jesse Yochens, Brian Wisner [...]

Journal of Intelligent Material Systems and Structures

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Research article

First published 2024-12

Sensitivity study of process parameters of wire arc additive manufacturing using probabilistic deep learning and uncertainty quantification

Thinh Quy-Duc Pham, Van-Xuan Tran

Concurrent Engineering

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Research article

First published 2025-1

Study on dynamic prediction method for degradation state of electric drive system based on deep learning and uncertainty quantification

Zhen Wang, Lihui Zhao, Dongdong Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2023-11

Diversity entropy-based Bayesian deep learning method for uncertainty quantification of remaining useful life prediction in rolling bearings

Rui Bai, Yongbo Li, Khandaker Noman [...]

Journal of Vibration and Control

Open access

Research article

First published 2024-5

Uncertainty-aware visually-attentive navigation using deep neural networks

Huan Nguyen, Rasmus Andersen, Evangelos Boukas [...]

The International Journal of Robotics Research

Open access

Research article

First published 2019-8

Taming Deep Uncertainty: The Potential of Pragmatist Principles for Understanding and Improving Strategic Crisis Management

Chris Ansell, Arjen Boin

Administration & Society

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Research article

First published 2021-1

Comprehensive sensitivity analysis of rotational stability of a super-deep underground spherical structure considering uncertainty

Hua-Ping Wan, Yanfeng Zheng, Yaozhi Luo [...]

Advances in Structural Engineering

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Research article

First published 2025

Attention-enhanced spatiotemporal deep learning-based automatic warning model with uncertainty estimation in dam safety

Hongchen Liu, Huaizhi Su, Soheila Kookalani [...]

Structural Health Monitoring

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