Umberto Villa - Concepedia

Author

Umberto Villa

Also Known As

Anastasio, Mark A., Mitcham, Trevor M., Serani, Andrea, U Villa, U. Villa, UMBERTO VILLA, Umberto E. Villa, Umberto Villa, Villa, Umberto, Villa, Umberto E.

164

Publications

1.1K

Citations

H-Index

Concepts

All Affiliations

The University of Texas at Austin Washington University in St. Louis University of Illinois Urbana-Champaign University of California, Merced Emory University

About

Umberto Villa is an author at The University of Texas at Austin specializing in engineering, numerical analysis, and inverse problems.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	17	512
2	Health Sciences	1	1	42
3	Medicine	1	1	12
4	Public Health	1	1	29
5	Biology	1	1	12

Umberto Villa

Publications

866

Citations

H-Index

Page 1

	Year	Citations
hIPPYlib Umberto Villa, Noémi Petra, Omar Ghattas ACM Transactions on Mathematical Software Numerical AnalysisInverse ProblemComputational ScienceEngineeringBayesian Inversion	2021	75
Validation of an open source framework for the simulation of blood flow in rigid and deformable vessels Tiziano Passerini, Annalisa Quaini, Umberto Villa, International Journal for Numerical Methods in Biomedical Engineering	2013	53
hIPPYlib: An Extensible Software Framework for Large-Scale Inverse Problems Umberto Villa, Noémi Petra, Omar Ghattas The Journal of Open Source Software	2018	53
Accelerometer-based physical activity levels among Mexican adults and their relation with sociodemographic characteristics and BMI: a cross-sectional study Deborah Salvo, Catalina Torres, Umberto Villa, International Journal of Behavioral Nutrition and Physical Activity	2015	52
Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs Thomas O’Leary-Roseberry, Umberto Villa, Peng Chen, Computer Methods in Applied Mechanics and Engineering Parametric ProgrammingMachine LearningPde-constrained OptimizationPhysic Aware Machine LearningHigh-dimensional Parametric Maps	2021	50
A Mixed Formulation for the Brinkman Problem Panayot S. Vassilevski, Umberto Villa SIAM Journal on Numerical Analysis Mathematical ProgrammingNumerical AnalysisEngineeringBrinkman ModelComputational Mechanics	2014	49
Taylor approximation and variance reduction for PDE-constrained optimal control under uncertainty Peng Chen, Umberto Villa, Omar Ghattas Journal of Computational Physics Numerical AnalysisMathematical ProgrammingEngineeringTaylor ApproximationPde-constrained Optimization	2019	45
3-D Stochastic Numerical Breast Phantoms for Enabling Virtual Imaging Trials of Ultrasound Computed Tomography Fu Li, Umberto Villa, Seonyeong Park, IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control Computed TomographyImage ReconstructionEngineeringSuch PhantomsBiomedical Engineering	2021	42
Hessian-based adaptive sparse quadrature for infinite-dimensional Bayesian inverse problems Peng Chen, Umberto Villa, Omar Ghattas Computer Methods in Applied Mechanics and Engineering Numerical AnalysisSparse RepresentationEngineeringPde-constrained OptimizationInverse Problems	2017	41
Heat-Resilient Schoolyards: Relations Between Temperature, Shade, and Physical Activity of Children During Recess Kevin Lanza, Melody Alcazar, Casey P. Durand, Journal of Physical Activity and Health	2022	34

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