Jonathan R. Holland

Statistics

Publications

Citations

136

H-Index

Active since

2019

Affiliations

University of Maryland, College Park(Current)

University of Michigan

Jonathan R. Holland is an author at University of Maryland, College Park specializing in computing, inverse problems in mechanics, and machine learning surrogates.

Publications per year

2019–2019

Publications

Field Inversion and Machine Learning With Embedded Neural Networks: Physics-Consistent Neural Network Training

Jonathan R. Holland, James D. Baeder, Karthikeyan Duraisamy · AIAA Aviation 2019 Forum · 2019 · 75 citations

Computing, Computer Science, Physics +14

Towards Integrated Field Inversion and Machine Learning With Embedded Neural Networks for RANS Modeling

Jonathan R. Holland, James D. Baeder, Karthik Duraisamy · AIAA Scitech 2019 Forum · 2019 · 61 citations

Computing, Computer Engineering, Computer Science +13

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