Assad A. Oberai
Orcid: 0000-0002-7668-7713
According to our database1,
Assad A. Oberai
authored at least 30 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Probabilistic Brain Extraction in MR Images via Conditional Generative Adversarial Networks.
IEEE Trans. Medical Imaging, March, 2024
A Force-Matched Approach to Large-Strain Nonlinearity in Elasticity Imaging for Breast Lesion Characterization.
IEEE Trans. Biomed. Eng., January, 2024
2023
A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows.
CoRR, 2023
Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts.
CoRR, 2023
Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty.
CoRR, 2023
A few-shot graph Laplacian-based approach for improving the accuracy of low-fidelity data.
CoRR, 2023
Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks.
CoRR, 2023
2022
Eng. Comput., 2022
Eng. Comput., 2022
The efficacy and generalizability of conditional GANs for posterior inference in physics-based inverse problems.
CoRR, 2022
2021
Repeatability of Linear and Nonlinear Elastic Modulus Maps From Repeat Scans in the Breast.
IEEE Trans. Medical Imaging, 2021
SIAM/ASA J. Uncertain. Quantification, 2021
Benchmarking Various Radiomic Toolkit Features While Applying the Image Biomarker Standardization Initiative toward Clinical Translation of Radiomic Analysis.
J. Digit. Imaging, 2021
CoRR, 2021
2020
An automated approach for parallel adjoint-based error estimation and mesh adaptation.
Eng. Comput., 2020
Benchmarking features from different radiomics toolkits / toolboxes using Image Biomarkers Standardization Initiative.
CoRR, 2020
Residual-based stabilized formulation for the solution of inverse elliptic partial differential equations.
Comput. Math. Appl., 2020
2019
A locally discontinuous ALE finite element formulation for compressible phase change problems.
J. Comput. Phys., 2019
2017
Component-based workflows for parallel thermomechanical analysis of arrayed geometries.
Eng. Comput., 2017
2015
A new class of finite element variational multiscale turbulence models for incompressible magnetohydrodynamics.
J. Comput. Phys., 2015
Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure, St. Louis, MO, USA, July 26, 2015
2014
Variational Multiscale Analysis: The Fine-Scale Green's Function for Stochastic Partial Differential Equations.
SIAM/ASA J. Uncertain. Quantification, 2014
2013
A Galerkin least squares method for time harmonic Maxwell equations using Nédélec elements.
J. Comput. Phys., 2013
J. Comput. Phys., 2013
2012
Linear and Nonlinear Elastic Modulus Imaging: An Application to Breast Cancer Diagnosis.
IEEE Trans. Medical Imaging, 2012
2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004