Parameter Estimation and Model Validation of Nonlinear Dynamical Networks
- Univ. of California, San Diego, CA (United States)
In the performance period of this work under a DOE contract, the co-PIs, Philip Gill and Henry Abarbanel, developed new methods for statistical data assimilation for problems of DOE interest, including geophysical and biological problems. This included numerical optimization algorithms for variational principles, new parallel processing Monte Carlo routines for performing the path integrals of statistical data assimilation. These results have been summarized in the monograph: “Predicting the Future: Completing Models of Observed Complex Systems” by Henry Abarbanel, published by Spring-Verlag in June 2013. Additional results and details have appeared in the peer reviewed literature.
- Research Organization:
- Univ. of California, San Diego, CA (United States)
- Sponsoring Organization:
- USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)
- DOE Contract Number:
- SC0002349
- OSTI ID:
- 1177970
- Report Number(s):
- DOE-UCSD-SC0002349-Final
- Country of Publication:
- United States
- Language:
- English
Similar Records
Multi-Scale Mass Transfer Processes Controlling Natural Attenuation and Engineered Remediation: An IFRC Focused on Hanford’s 300 Area Uranium Plume January 2010 to January 2011
Multi-Scale Mass Transfer Processes Controlling Natural Attenuation and Engineered Remediation: An IFRC Focused on Hanford’s 300 Area Uranium Plume January 2011 to January 2012
Neutron and X-Ray Scattering Studies of New Green Cement, and Nanoconfined Water
Technical Report
·
Tue Feb 01 00:00:00 EST 2011
·
OSTI ID:1177970
+17 more
Multi-Scale Mass Transfer Processes Controlling Natural Attenuation and Engineered Remediation: An IFRC Focused on Hanford’s 300 Area Uranium Plume January 2011 to January 2012
Technical Report
·
Mon Mar 05 00:00:00 EST 2012
·
OSTI ID:1177970
+16 more
Neutron and X-Ray Scattering Studies of New Green Cement, and Nanoconfined Water
Technical Report
·
Fri Nov 03 00:00:00 EDT 2017
·
OSTI ID:1177970
+4 more