| hIPPYlib: An extensible software framework for large-scale inverse problems governed by PDEs: Part I: Deterministic inversion and linearized Bayesian inference U Villa, N Petra, O Ghattas ACM Transactions on Mathematical Software (TOMS) 47 (2), 1-34, 2021 | 117 | 2021 |
| Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs T O’Leary-Roseberry, U Villa, P Chen, O Ghattas Computer Methods in Applied Mechanics and Engineering 388, 114199, 2022 | 76 | 2022 |
| hIPPYlib: An extensible software framework for large-scale inverse problems U Villa, N Petra, O Ghattas Journal of Open Source Software 3 (30), 2018 | 69 | 2018 |
| Validation of an open source framework for the simulation of blood flow in rigid and deformable vessels T Passerini, A Quaini, U Villa, A Veneziani, S Canic International journal for numerical methods in biomedical engineering 29 (11 …, 2013 | 68 | 2013 |
| Accelerometer-based physical activity levels among Mexican adults and their relation with sociodemographic characteristics and BMI: a cross-sectional study D Salvo, C Torres, U Villa, JA Rivera, OL Sarmiento, RS Reis, M Pratt International Journal of Behavioral Nutrition and Physical Activity 12, 1-11, 2015 | 64 | 2015 |
| A mixed formulation for the Brinkman problem P Vassilevski, U Villa SIAM J. Numer. Anal. 52 (1), 258–281, 2014 | 64 | 2014 |
| Taylor approximation and variance reduction for PDE-constrained optimal control under uncertainty P Chen, U Villa, O Ghattas Journal of Computational Physics 385, 163-186, 2019 | 60 | 2019 |
| Hessian-based adaptive sparse quadrature for infinite-dimensional Bayesian inverse problems P Chen, U Villa, O Ghattas Computer Methods in Applied Mechanics and Engineering 327, 147-172, 2017 | 52 | 2017 |
| 3-D stochastic numerical breast phantoms for enabling virtual imaging trials of ultrasound computed tomography F Li, U Villa, S Park, MA Anastasio IEEE transactions on ultrasonics, ferroelectrics, and frequency control 69 …, 2021 | 51* | 2021 |
| Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning T O'Leary-Roseberry, P Chen, U Villa, O Ghattas Journal of Computational Physics 496, 112555, 2024 | 45 | 2024 |
| A block-diagonal algebraic multigrid preconditioner for the Brinkman problem PS Vassilevski, U Villa SIAM Journal on Scientific Computing 35 (5), S3-S17, 2013 | 34 | 2013 |
| A predictive discrete-continuum multiscale model of plasticity with quantified uncertainty J Tan, U Villa, N Shamsaei, S Shao, HM Zbib, D Faghihi International Journal of Plasticity 138, 102935, 2021 | 30 | 2021 |
| ALADINS: An ALgebraic splitting time ADaptive solver for the Incompressible Navier–Stokes equations A Veneziani, U Villa Journal of Computational Physics 238, 359-375, 2013 | 30 | 2013 |
| Heat-resilient schoolyards: relations between temperature, shade, and physical activity of children during recess K Lanza, M Alcazar, CP Durand, D Salvo, U Villa, HW Kohl Journal of Physical Activity and Health 20 (2), 134-141, 2022 | 29 | 2022 |
| Experiences with target-platform heterogeneity in clouds, grids, and on-premises resources J Slawinski, T Passerini, U Villa, A Veneziani, V Sunderam 2012 IEEE 26th International Parallel and Distributed Processing Symposium …, 2012 | 29 | 2012 |
| A multilevel, hierarchical sampling technique for spatially correlated random fields S Osborn, PS Vassilevski, U Villa SIAM Journal on Scientific Computing 39 (5), S543-S562, 2017 | 28 | 2017 |
| Multifidelity probability estimation via fusion of estimators B Kramer, AN Marques, B Peherstorfer, U Villa, K Willcox Journal of Computational Physics 392, 385-402, 2019 | 26 | 2019 |
| Inferring the basal sliding coefficient field for the Stokes ice sheet model under rheological uncertainty O Babaniyi, R Nicholson, U Villa, N Petra The Cryosphere 15 (4), 1731-1750, 2021 | 25 | 2021 |
| hIPPYlib-MUQ: A Bayesian inference software framework for integration of data with complex predictive models under uncertainty KT Kim, U Villa, M Parno, Y Marzouk, O Ghattas, N Petra ACM Transactions on Mathematical Software 49 (2), 1-31, 2023 | 20 | 2023 |
| Normalization of optical fluence distribution for three-dimensional functional optoacoustic tomography of the breast S Park, FJ Brooks, U Villa, R Su, MA Anastasio, AA Oraevsky Journal of biomedical optics 27 (3), 036001-036001, 2022 | 20 | 2022 |
Mark A. AnastasioUniversity of Illinois Urbana-ChampaignE-mail confirmado em illinois.edu