Scott E. Stapleton

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 4

Top Topics

Hybrid Learning

Probabilistic Neural Networks

Multilayer Perceptron

Top Venues

Comput. Aided Des.

Adv. Model. Simul. Eng. Sci.

Publications

Farhad Pourkamali-Anaraki, Jamal F. Husseini, Scott E. Stapleton
Probabilistic Neural Networks (PNNs) for Modeling Aleatoric Uncertainty in Scientific Machine Learning. CoRR (2024)
Farhad Pourkamali-Anaraki, Jamal F. Husseini, Evan J. Pineda, Brett A. Bednarcyk, Scott E. Stapleton
Two-Stage Surrogate Modeling for Data-Driven Design Optimization with Application to Composite Microstructure Generation. CoRR (2024)
George Barlow, David Mollenhauer, Eric Zhou, John Whitcomb, Scott E. Stapleton
Inducing Fiber Entanglement to Achieve Realistic Tow Fiber Volume Fractions in Textile Reinforced Composite Models. Comput. Aided Des. 162 (2023)
Scott E. Stapleton, Ricardo Moreira, Stefan Jockenhoevel, Petra Mela, Stefanie Reese
Effect of reinforcement volume fraction and orientation on a hybrid tissue engineered aortic heart valve with a tubular leaflet design. Adv. Model. Simul. Eng. Sci. 2 (1) (2015)