Curriculum vitae (View Pdf)
Work Experience:
✎ 2018-2023, Data scientist, EBRAINS, Human Brain Project, Marseille, France. ✎ 2016-2023, RHU researcher, Institut de Neurosciences des Systèmes (INS, UMR1106), Marseille, France. ✎ 2017-2018, Engineer researcher, SATT Sud-Est, Marseille, France. ✎ 2012-2016, PhD researcher, INRIA Grand-Est, Nancy, France. Education:
✎ 2016-2023, Postdoctoral Fellowships, in AI/ML for digital brain twins, Aix-Marseille Université, Marseille, France. Project: State-of-the-art Bayesian inference on the virtual brain models for brain diseases;
Supervisor: Prof. Viktor Jirsa ✎ 2012-2016, Ph.D. in Computer science, Université de Lorraine, Nancy, France. Thesis: Analytical and numerical studies of thalamo-cortical neural population models during general anesthesia. (View Pdf, in english) Supervisor: Dr. Axel Hutt
Deep neural density estimators for flexible and fast simulated-based inference, and
adaptive Monte Carlo for principled and automatic statistical estimation.
My doctoral thesis aimed to investigate the mechanisms underlying the observed specific changes in EEG patterns during propofol-induced anesthesia.
✎ 2008-2012, M.Sc. in Physics, Soft Condensed Matter, Institute for Advanced Studies in Basic Sciences (IASBS), Zanjan, IRAN. Thesis: Effect of the duration of the synaptic activity on a neuronal loop with delayed feedback. (View Pdf, in persian) Supervisor: Dr. Alireza Valizadeh
To achieve this goal, I worked on thalamo-cortical neural mass models to link the effects of anesthetic agents at microscopic
single neuron level to the macroscopic-scale observables such as EEG signals. In the second part of my thesis, I worked on optimization algorithms to
estimate the model parameters by fitting the model spectral power to experimental data.
✎ 2004-2008, B.Sc. in Physics, Solid state, Kharazmi university , Tehran, IRAN.