Concepedia

Nicholas Zabaras

NZ

138

Publications

9.8K

Citations

52

H-Index

1987

Active since

Affiliations

Cornell University(Current)

University of Notre Dame

University of Minnesota

University of Warwick

Nicholas Zabaras is an author at Cornell University specializing in engineering, mechanical engineering, and numerical analysis.

Top concepts

EngineeringMechanical EngineeringComputational MechanicsSolid MechanicsNumerical AnalysisMaterial ScienceNumerical SimulationMechanics Of MaterialsInverse ProblemsMultiscale Modeling

Publications per year

1987–2022

138

Publications

138

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

Yinhao Zhu, Nicholas Zabaras, Phaedon‐Stelios Koutsourelakis et al. · Journal of Computational Physics · 2019 · 985 citations · Full text

Engineering, Machine Learning, Data Science +7

Bayesian deep convolutional encoder–decoder networks for surrogate modeling and uncertainty quantification

Yinhao Zhu, Nicholas Zabaras · Journal of Computational Physics · 2018 · 668 citations · Full text

Bayesian Statistics, Engineering, Machine Learning +12

An adaptive hierarchical sparse grid collocation algorithm for the solution of stochastic differential equations

Xiang Ma, Nicholas Zabaras · Journal of Computational Physics · 2009 · 447 citations

Numerical Analysis, Engineering, Stochastic Optimization +9

Sparse grid collocation schemes for stochastic natural convection problems

Baskar Ganapathysubramanian, Nicholas Zabaras · Journal of Computational Physics · 2007 · 404 citations

Numerical Analysis, Engineering, Numerical Simulation +3

Modeling the dynamics of PDE systems with physics-constrained deep auto-regressive networks

Nicholas Geneva, Nicholas Zabaras · Journal of Computational Physics · 2019 · 299 citations · Full text

Pde Systems, Engineering, Pde-constrained Optimization +7

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