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Proceedings Papers

Augmenting Bayesian Inference-Based Damage Diagnostics of Miter Gates Based on Image Translation

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Yichao Zeng, Jice Zeng, Michael D. Todd, Zhen Hu
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A041, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143636
https://doi.org/10.1115/DETC2024-143636
View Paper titled, Augmenting Bayesian Inference-Based Damage Diagnostics of Miter Gates Based on Image Translation
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Topics: Damage, Gates (Closures), Architecture, Cycles, Generative adversarial networks, Sensors, Structural health monitoring, Uncertainty
Journal Articles

Bayesian Model Updating of Multiscale Simulations Informing Corrosion Prognostics Using Conditional Invertible Neural Networks

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Guofeng Qian, Jice Zeng, Zhen Hu, Michael D. Todd
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2025, 11(1): 011105.
Paper No: RISK-24-1050
https://doi.org/10.1115/1.4065845
Published Online: September 26, 2024
View Articletitled, Bayesian Model Updating of Multiscale Simulations Informing Corrosion Prognostics Using Conditional Invertible Neural Networks
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Topics: Corrosion, Simulation, Artificial neural networks
Journal Articles

Fusion of Multiple Data Sources for Vehicle Crashworthiness Prediction Using CycleGAN and Temporal Convolutional Networks

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Jice Zeng, Zhenyan Gao, Yang Li, Saeed Barbat, Jin Lu, Zhen Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021703.
Paper No: MD-24-1338
https://doi.org/10.1115/1.4066427
Published Online: September 23, 2024
View Articletitled, Fusion of Multiple Data Sources for Vehicle Crashworthiness Prediction Using CycleGAN and Temporal Convolutional Networks
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Topics: Computer-aided engineering, Crashworthiness, Vehicles, Data fusion
Journal Articles

Data Augmentation Based on Image Translation for Bayesian Inference-Based Damage Diagnostics of Miter Gates

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Yichao Zeng, Jice Zeng, Michael D. Todd, Zhen Hu
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2025, 11(1): 011103.
Paper No: RISK-24-1035
https://doi.org/10.1115/1.4065755
Published Online: July 26, 2024
View Articletitled, Data Augmentation Based on Image Translation for Bayesian Inference-Based Damage Diagnostics of Miter Gates
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Topics: Damage, Gates (Closures), Sensors, Generators
Journal Articles

Vehicle Crashworthiness Performance Prediction Through Fusion of Multiple Data Sources

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Jice Zeng, Ying Zhao, Guosong Li, Zhenyan Gao, Yang Li, Saeed Barbat, Zhen Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051707.
Paper No: MD-23-1554
https://doi.org/10.1115/1.4064063
Published Online: December 15, 2023
View Articletitled, Vehicle Crashworthiness Performance Prediction Through Fusion of Multiple Data Sources
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Topics: Computer-aided engineering, Crashworthiness, Displacement, Vehicles
Proceedings Papers

Machine Learning-Based Model Bias Correction by Fusing CAE Data With Test Data for Vehicle Crashworthiness

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Jice Zeng, Ying Zhao, Guosong Li, Zhenyan Gao, Yang Li, Saeed Barbat, Zhen Hu
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A067, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-114999
https://doi.org/10.1115/DETC2023-114999
View Paper titled, Machine Learning-Based Model Bias Correction by Fusing CAE Data With Test Data for Vehicle Crashworthiness
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Topics: Computer-aided engineering, Crashworthiness, Machinery, Vehicles, Displacement, Dynamic analysis, Physics, Computer simulation, Data fusion, Elastic constants
Proceedings Papers

Mobility Prediction of Off-Road Ground Vehicles Using a Dynamic Ensemble of NARX Models

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Yixuan Liu, Dakota Barthlow, Zissimos P. Mourelatos, David Gorsich, Amandeep Singh, Jice Zeng, Zhen Hu
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A004, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89928
https://doi.org/10.1115/DETC2022-89928
View Paper titled, Mobility Prediction of Off-Road Ground Vehicles Using a Dynamic Ensemble of NARX Models
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Topics: Mechanical admittance, Roads, Vehicles, Automated guided vehicles, Metamodeling, Simulation, Autonomous vehicles, Design, Vehicle dynamics
Journal Articles

Mobility Prediction of Off-Road Ground Vehicles Using a Dynamic Ensemble of NARX Models

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Yixuan Liu, Dakota Barthlow, Zissimos P. Mourelatos, Jice Zeng, David Gorsich, Amandeep Singh, Zhen Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091709.
Paper No: MD-22-1162
https://doi.org/10.1115/1.4054908
Published Online: August 4, 2022
View Articletitled, Mobility Prediction of Off-Road Ground Vehicles Using a Dynamic Ensemble of NARX Models
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Topics: Mechanical admittance, Roads, Simulation, Vehicles, Automated guided vehicles