Ali Forootani

Background

About Ali Forootani

I am a Machine Learning Scientist at Helmholtz Center for Environmental Research, Leipzig, Germany. Prior to that I was at Max Planck Institute for Dynamics of Technical complex Systems, Magdeburg, Germany. My Area of expertise are Machine Learning, Large Language Models, Sparse Identification of Non linear Dynamical Systems, Physic Informed Neural Network, Stochastic Dynamic Programming, Deep Reinforcement Learning, Markov Decision Processes, Approximate Dynamic Programming, Reinforcement Learning, Multi-layer Networks, Graph Mining, Compressive Sampling, Network Control System, Wind Turbine Control Systems, even though not limited to the mentioned subjects. I have been developing MATLAB, and Python platforms based on my PhD thesis and Postdoc projectsfor the Markov Decision Processes(MDP), Approximate Dynamic Programming, Model Predictive Control MDP, and Reinforcement Learning problems since 2015. Moreover, on my recent role at Max Planck Institute I am developing Python package for Physique Informed Neural Network and Sparse Identification of Nonlinear Dynamical System (ODEs and PDEs). I have more than 3 years of industrial experience in the field of control and instrumentation. Moreover, I have been active in research since 2011 at various places such as Niroo Research Institute(Iran), University of Sannio (Italy), University of Salerno (Italy), Maynooth University (Ireland), Max Planck Institute (Germany). My Github repository is at: https://github.com/Ali-Forootani My Website: https://aliforootani.com/