Integrating Data with Complex Predictive Models under Uncertainty: An Extensible Software Framework for Large-Scale Bayesian Inversion
Omar Ghattas
Youssef Marzouk
Matthew Parno
Noemi Petra
Umberto Villa
10.6084/m9.figshare.4602481.v1
https://figshare.com/articles/journal_contribution/Integrating_Data_with_Complex_Predictive_Models_under_Uncertainty_An_Extensible_Software_Framework_for_Large-Scale_Bayesian_Inversion/4602481
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<p>2017 NSF SI2 PI meeting<br>Feb. 21-22, Arlington, VA<br></p><p>NSF SI2-SSI project:<br>Integrating Data with Complex
Predictive Models under Uncertainty: An Extensible Software Framework for Large-Scale Bayesian
Inversion
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2017-02-18 16:26:40
NSF-SI2-2017
Inverse problems
Bayesian Inference
Data Science
Scientific computing
c++
python
Numerical Analysis
Mathematical Software
Open Software
Applied Statistics
Optimisation