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Journal Articles

Data-Driven Calibration of Multifidelity Multiscale Fracture Models Via Latent Map Gaussian Process

Shiguang Deng, Carlos Mora, Diran Apelian, Ramin Bostanabad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011705.
Paper No: MD-22-1319
https://doi.org/10.1115/1.4055951
Published Online: November 17, 2022
View Article titled, Data-Driven Calibration of Multifidelity Multiscale Fracture Models Via Latent Map Gaussian Process
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Topics: Calibration, Damage, Simulation, Fracture (Materials), Fracture (Process), Modeling
Proceedings Papers

Multi-Fidelity Reduced-Order Models for Multiscale Damage Analyses With Automatic Calibration

Shiguang Deng, Carlos Mora, Diran Apelian, Ramin Bostanabad
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A031, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90163
https://doi.org/10.1115/DETC2022-90163
View Paper titled, Multi-Fidelity Reduced-Order Models for Multiscale Damage Analyses With Automatic Calibration
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Topics: Calibration, Damage
Proceedings Papers

Topology Optimization Under Linear Thermo-Elastic Buckling

Shiguang Deng, Krishnan Suresh
Proc. ASME. IDETC-CIE2016, Volume 1A: 36th Computers and Information in Engineering Conference, V01AT02A029, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-59408
https://doi.org/10.1115/DETC2016-59408
View Paper titled, Topology Optimization Under Linear Thermo-Elastic Buckling
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Topics: Buckling, Optimization, Thermoelasticity, Topology, Aerospace industry, Approximation, Density, Materials properties, Sensitivity analysis, Stiffness
Proceedings Papers

Predicting the Benefits of Topology Optimization

Shiguang Deng, Krishnan Suresh
Proc. ASME. IDETC-CIE2015, Volume 2A: 41st Design Automation Conference, V02AT03A014, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46349
https://doi.org/10.1115/DETC2015-46349
View Paper titled, Predicting the Benefits of Topology Optimization
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Topics: Optimization, Topology, Design, Computer-aided design, Finite element analysis, Manufacturing, Shape optimization
Proceedings Papers

Stress-Constrained Thermo-Elastic Topology Optimization: A Topological Sensitivity Approach

Shiguang Deng, Krishnan Suresh, James Joo
Proc. ASME. IDETC-CIE2014, Volume 1A: 34th Computers and Information in Engineering Conference, V01AT02A015, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-34385
https://doi.org/10.1115/DETC2014-34385
View Paper titled, Stress-Constrained Thermo-Elastic Topology Optimization: A Topological Sensitivity Approach
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Topics: Optimization, Stress, Thermoelasticity, Topology, Materials properties, Aerodynamics, Aircraft, Approximation, Fluid-dynamic forces, Stiffness