Title
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End-to-End Mesh Optimization of a Hybrid Deep Learning Black-Box PDE Solver Shaocong Ma James Diffenderfer B. Kailkhura Yi Zhou AI4CE 35 0 0 17 Apr 2024
Image-based Deep Learning for Smart Digital Twins: a Review Md Ruman Islam M. Subramaniam Pei-Chi Huang 15 2 0 04 Jan 2024
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A digital twin framework for civil engineering structures Matteo Torzoni M. Tezzele S. Mariani Andrea Manzoni Karen E. Willcox AI4CE 27 61 0 02 Aug 2023
Physics-based Reduced Order Modeling for Uncertainty Quantification of Guided Wave Propagation using Bayesian Optimization G. Drakoulas T. Gortsas D. Polyzos 26 2 0 18 Jul 2023
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial V. Nemani Luca Biggio Xun Huan Zhen Hu Olga Fink Anh Tran Yan Wang Xiaoge Zhang Chao Hu AI4CE 25 75 0 07 May 2023
Digital Twin Graph: Automated Domain-Agnostic Construction, Fusion, and Simulation of IoT-Enabled World Jiadi Du Tie-Mei Luo AI4CE 11 1 0 20 Apr 2023
The stochastic digital human is now enrolling for in silico imaging trials -- Methods and tools for generating digital cohorts Aldo Badano Miguel Lago E. Sizikova JG Delfino S. Guan M. Anastasio B. Sahiner 16 11 0 20 Jan 2023
A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems Clement Ruah Osvaldo Simeone Bashir M. Al-Hashimi 21 28 0 02 Dec 2022
A Comprehensive Review of Digital Twin -- Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives Adam Thelen Xiaoge Zhang Olga Fink Yan Lu Sayan Ghosh B. Youn Michael D. Todd S. Mahadevan Chao Hu Zhen Hu 17 85 0 27 Aug 2022
Knowledge Equivalence in Digital Twins of Intelligent Systems Nan Zhang Rami Bahsoon Nikos Tziritas Georgios Theodoropoulos 18 8 0 15 Apr 2022
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FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical Response Prediction Houpu Yao Yi Gao Yongming Liu AI4CE 49 66 0 31 Jan 2020