Tuesday, March 16, 2021

Machine Learning and Process Based Modelling

 I had the occasion to see a presentation given by Saman Razavi on this topic and I found it educative.  It can be found on YouTube and you can see it below. It contains a quick historical review and exemplify the different abilities of the two type of models. Therefore I decided to share it with you.

The example Dr. Razavi does in the projections is interesting but, wanting to reproduce it, how did he obtained the target future curve ?  Dott. Razavi also addressed to his recent paper that is the basis for the talk and where you can find further details.


Razavi, Saman. 2021. “Deep Learning, Explained: Fundamentals, Explainability, and Bridgeability to Process-Based Modelling.Earth and Space Science Open Archive. Earth and Space Science Open Archive. https://doi.org/10.1002/essoar.10506045.1.

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