Concepedia

Nick Winovich

NW

Statistics

Publications

2

Citations

120

H-Index

2

Active since

2019

Affiliations

Purdue University West Lafayette(Current)

Nick Winovich is an author at Purdue University West Lafayette specializing in engineering, deep learning, and computer science.

Top concepts

EngineeringDeep LearningComputer ScienceMachine VisionMachine LearningNumerical AnalysisPattern RecognitionDeep Neural NetworksUncertainty ModelingUncertainty Quantification

Publications per year

2019–2019

2

Publications

2

ConvPDE-UQ: Convolutional neural networks with quantified uncertainty for heterogeneous elliptic partial differential equations on varied domains

Nick Winovich, Karthik Ramani, Guang Lin · Journal of Computational Physics · 2019 · 103 citations

Numerical Analysis, Engineering, Variational Analysis +10

Peri-Net: Analysis of Crack Patterns Using Deep Neural Networks

Moonseop Kim, Nick Winovich, Guang Lin et al. · Journal of Peridynamics and Nonlocal Modeling · 2019 · 17 citations

Convolutional Neural Network, Deep Neural Networks, Machine Vision +7

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