Artificial intelligence for modeling complex systems: taming the complexity of expert models to improve decision making

Y Gil, D Garijo, D Khider, CA Knoblock… - ACM Transactions on …, 2021 - dl.acm.org
Major societal and environmental challenges involve complex systems that have diverse
multi-scale interacting processes. Consider, for example, how droughts and water reserves …

Semantic software metadata for workflow exploration and evolution

LAMC Carvalho, D Garijo… - 2018 IEEE 14th …, 2018 - ieeexplore.ieee.org
Scientific workflow management systems play a major role in the design, execution and
documentation of computational experiments. However, they have limited support for …

Automating multivariable workflow composition for model-to-model integration

RA Vargas-Acosta, LG Chavira… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
Many societal-relevant challenges, including environmental ones, require comprehensive
approaches that integrate decoupled data, models, and perspectives. Integrating data and …

Automated Composition of Multivariable Scientific Workflows Considering Scientific Assumptions

RAV Acosta - 2024 - search.proquest.com
Many ground-breaking scientific experiments require the execution of multiple complex
scientific computations. Thus, scientific workflows (ie, a sequence of scientific computations) …

Landscape of Practical Blockchain Systems and their Applications

C Mohan - 2018 IEEE International Conference on Data Mining …, 2018 - computer.org
Scientific workflow management systems play a major role in the design, execution and
documentation of computational experiments. However, they have limited support for …