Metadata-Version: 2.1
Name: DAFI
Version: 1.0.1
Summary: Ensemble based data-assimilation and field inversion.
Home-page: https://github.com/xiaoh/DAFI
Author: Virginia Tech
License: Apache 2.0
Download-URL: https://github.com/xiaoh/DAFI/archive/refs/tags/1.0.0.tar.gz
Description: DAFI - Data Assimilation and Field Inversion
        ============================================
        Ensemble based data-assimilation and field inversion.
        
        Developed at Dr. Heng Xiao's group at Virginia Tech: [Data-Enabled Computational Mechanics Laboratory at Virgnia Tech.](https://www.aoe.vt.edu/people/faculty/xiaoheng/personal-page.html)
        
        Website: https://dafi.readthedocs.io
        
        Cite: C. A. Michelén Ströfer, X-L. Zhang, H. Xiao. DAFI: An open-source framework for ensemble-based data assimilation and field inversion. *Communications in Computational Physics* 29, pp. 1583-1622, 2021. DOI: [10.4208/cicp.OA-2020-0178](https://doi.org/10.4208/cicp.OA-2020-0178). Also available at: [arxiv: 2012.02651](https://arxiv.org/abs/2012.02651).
        
        List of publications using DAFI:
        
        - C. A. Michelén Ströfer, X-L. Zhang, H. Xiao, O. Coutier-Delgosha. Enforcing boundary conditions on physical fields in Bayesian inversion. *Computer Methods in Applied Mechanics and Engineering* 367, 113097, 2020. DOI: [10.1016/j.cma.2020.113097](https://doi.org/10.1016/j.cma.2020.113097). Also available at: [arxiv: 1911.06683](https://arxiv.org/abs/1911.06683).
        
        - X.-L. Zhang, C. A. Michelén Ströfer, H. Xiao. Regularization of ensemble Kalman methods for inverse problems. *Journal of Computational Physics*, 416, 109517, 2020. DOI: [10.1016/j.jcp.2020.109517](https://doi.org/10.1016/j.jcp.2020.109517). Also available at: [arxiv: 1910.01292](https://arxiv.org/abs/1910.01292).
        
        - X.-L. Zhang, H. Xiao, Th. Gomez, O. Coutier-Delgosha. Evaluation of ensemble methods for quantifying uncertainties in steady-state CFD applications with small ensemble sizes. *Computers and Fluids*, 203, 104530, 2020. DOI: [10.1016/j.compfluid.2020.104530](https://doi.org/10.1016/j.compfluid.2020.104530). Also available at: [arxiv: 2004.05541](https://arxiv.org/abs/2004.05541).
        
        
        Contributors:
        -------------
        * Carlos A. Michelén Ströfer
        * Xinlei Zhang
        * Jianxun Wang
        * Rui Sun
        * Jinlong Wu
        
        Contact: Carlos A. Michelén Ströfer; Heng Xiao
        
Keywords: Data Assimilation,Field Inversion
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3.8
Description-Content-Type: text/markdown
