A-DATADRIVE-B:
"A-DATADRIVE-B: Advanced Data-Driven Black-box modelling" |
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Financing: European Research Council (ERC) Project reference Nr.: ERC adv grant nr. 290923
Description: A-DATADRIVE-B: Advanced Data-Driven Black-box modelling
Several aspects that are relevant to black-box models will be studied including incorporation of prior knowledge, structured dynamical systems, tensorial data representations, interpretability and sparsity, and general purpose optimization algorithms. The methods should be suitable for handling large data sets and high dimensional input spaces. The final goal is also to realize a next generation software tool that can be generically applied to data from different application areas. The project A-DATADRIVE-B aims at getting end-users connected to the more advanced methods through a user-friendly data-driven black-box modelling tool. SMC people involved in the project:
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