Development of an Automated Mass-Customization Pipeline for Knee Replacement Surgery Using Biplanar X-Rays
Thomas A. Burge, Jonathan R. T. Jeffers, Connor W. Myant
144
2
021702–None
2022
13.71
Average Rating: 0.0 / 5
(0 Reviews)
Scalable Gaussian Processes for Data-Driven Design Using Big Data With Categorical Factors
Liwei Wang, Suraj Yerramilli, Akshay Iyer, Daniel Apley, Ping Zhu, Wei Chen
144
2
021703–None
2022
9.75
Average Rating: 0.0 / 5
(0 Reviews)
Toward Reusable Surrogate Models: Graph-Based Transfer Learning on Trusses
Eamon Whalen, Caitlin Mueller
144
2
021704–None
2022
10.83
Average Rating: 0.0 / 5
(0 Reviews)
Analyzing Real Options and Flexibility in Engineering Systems Design Using Decision Rules and Deep Reinforcement Learning
Cesare Caputo, Michel-Alexandre Cardin
144
2
021705–None
2022
10.77
Average Rating: 0.0 / 5
(0 Reviews)
Inverse Aerodynamic Design of Gas Turbine Blades Using Probabilistic Machine Learning
Sayan Ghosh, Govinda Anantha Padmanabha, Cheng Peng, Valeria Andreoli, Steven Atkinson, Piyush Pandita, Thomas Vandeputte, Nicholas Zabaras, Liping Wang
144
2
021706–None
2022
5.81
Average Rating: 0.0 / 5
(0 Reviews)
Inverse Design Framework With Invertible Neural Networks for Passive Vibration Suppression in Phononic Structures
Manaswin Oddiraju, Amir Behjat, Mostafa Nouh, Souma Chowdhury
144
2
021707–None
2022
8.75
Average Rating: 0.0 / 5
(0 Reviews)
Range-Constrained Generative Adversarial Network: Design Synthesis Under Constraints Using Conditional Generative Adversarial Networks
Amin Heyrani Nobari, Wei Chen, Faez Ahmed
144
2
021708–None
2022
9.73
Average Rating: 0.0 / 5
(0 Reviews)
Data-Efficient Machine Learning on Three-Dimensional Engineering Data
Vencia Herzog, Stefan Suwelack
144
2
021709–None
2022
7.77
Average Rating: 0.0 / 5
(0 Reviews)
Mission Engineering and Design Using Real-Time Strategy Games: An Explainable AI Approach
Adam Dachowicz, Kshitij Mall, Prajwal Balasubramani, Apoorv Maheshwari, Ali K. Raz, Jitesh H. Panchal, Daniel A. DeLaurentis
144
2
021710–None
2022
8.79
Average Rating: 0.0 / 5
(0 Reviews)
GANTL: Toward Practical and Real-Time Topology Optimization With Conditional Generative Adversarial Networks and Transfer Learning
Mohammad Mahdi Behzadi, Horea T. Ilieş
144
2
021711–None
2022
8.79
Average Rating: 0.0 / 5
(0 Reviews)