Jeremy Alan Templeton

Reynolds averaged turbulence modelling using deep neural networks with embedded invariance

Julia Ling, Andrew Kurzawski, Jeremy Alan Templeton · Journal of Fluid Mechanics · 2016 · 1.5K citations · Full text

Engineering, Machine Learning, Fluid Mechanics +17

Evaluation of machine learning algorithms for prediction of regions of high Reynolds averaged Navier Stokes uncertainty

Julia Ling, Jeremy Alan Templeton · Physics of Fluids · 2015 · 393 citations · Full text

Engineering, Machine Learning, Machine Learning Algorithms +26

Machine learning strategies for systems with invariance properties

Julia Ling, Reese E. Jones, Jeremy Alan Templeton · Journal of Computational Physics · 2016 · 376 citations · Full text

Artificial Intelligence, Invariance Properties, Machine Learning +6

Model based design of a microfluidic mixer driven by induced charge electroosmosis

C. K. Harnett, Jeremy Alan Templeton, Katherine A. Dunphy-Guzman et al. · Lab on a Chip · 2008 · 166 citations

Predicting the mechanical response of oligocrystals with deep learning

Ari Frankel, Reese E. Jones, Coleman Alleman et al. · Computational Materials Science · 2019 · 128 citations · Full text

Constitutive Modeling, Mechanical Engineering, Engineering +1