The dynamic data driven applications systems (dddas) paradigm and emerging directions

F Darema, EP Blasch, S Ravela, AJ Aved - Handbook of Dynamic Data …, 2023 - Springer
Abstract Dynamic Data Driven Applications Systems (DDDAS) is a paradigm for systems
analysis and design and a framework that dynamically integrates comprehensive, first …

[KNJIGA][B] Handbook of Dynamic Data Driven Applications Systems

F Darema, E Blasch, S Ravela, AJ Aved - 2023 - Springer
All rights are solely and exclusively licensed by the Publisher, whether the whole or part of
the material is concerned, specifically the rights of translation, reprinting, reuse of …

Introduction to the dynamic data driven applications systems (DDDAS) paradigm

EP Blasch, F Darema, D Bernstein - Handbook of Dynamic Data Driven …, 2022 - Springer
Abstract Dynamic Data Driven Applications Systems (DDDAS) is a paradigm for systems
analysis and design, and a framework that dynamically couples high-dimensional physical …

Informative neural ensemble Kalman learning

M Trautner, G Margolis, S Ravela - ar**
S Ravela - Handbook of Dynamic Data Driven Applications …, 2018 - Springer
This chapter discusses the elements of a Dynamic Data Driven Applications System in the
context of map** coherent environmental fluids using autonomous small unmanned …

Machine learning for robust identification of complex nonlinear dynamical systems: applications to earth systems modeling

N Yadav, S Ravela, AR Ganguly - arxiv preprint arxiv:2008.05590, 2020 - arxiv.org
Systems exhibiting nonlinear dynamics, including but not limited to chaos, are ubiquitous
across Earth Sciences such as Meteorology, Hydrology, Climate and Ecology, as well as …