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Special Issue: Machine Learning for Engineering Design - Part II
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Journal Articles

Spatial Grammar-Based Recurrent Neural Network for Design Form and Behavior Optimization

Gary M. Stump, Simon W. Miller, Michael A. Yukish, Timothy W. Simpson, Conrad Tucker
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. December 2019, 141(12): 124501.
Paper No: MD-19-1169
https://doi.org/10.1115/1.4044398
Published Online: September 30, 2019
View Article titled, Spatial Grammar-Based Recurrent Neural Network for Design Form and Behavior Optimization
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Topics: Design, Optimization
Journal Articles

Multifidelity and Multiscale Bayesian Framework for High-Dimensional Engineering Design and Calibration

Soumalya Sarkar, Sudeepta Mondal, Michael Joly, Matthew E. Lynch, Shaunak D. Bopardikar, Ranadip Acharya, Paris Perdikaris
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2019, 141(12): 121001.
Paper No: MD-19-1167
https://doi.org/10.1115/1.4044598
Published Online: September 30, 2019
View Article titled, Multifidelity and Multiscale Bayesian Framework for High-Dimensional Engineering Design and Calibration
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Topics: Calibration, Optimization, Design