Kamran Karimi
Department:
Nomaten
Personal webpage:
Research focus:
Statistical and Computational Physics, Plastic flow, Brittle Fracture, Rheology of Yield Stress Fluids, Statistical Seismology, Stochastic Modeling of Earthquakes
ML expertise / Scientific Expertise:
computational/statistical libraries in Python
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Scikit-learn for linear (multivariate) regression, classification, and cluster analysis
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Pandas for data management,
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Numpy/Scipy for linear algebra and optimization problems
Relevant publications:
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Karimi, Kamran, David Amitrano, and Jérôme Weiss. “From plastic flow to brittle fracture: Role of microscopic friction in amorphous solids". Phys. Rev. E, 100:012908, Jul 2019
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Karimi, Kamran and Jean-Louis Barrat. “Correlation and shear bands in a plastically deformed granular medium”. Scientific reports, 8(1):4021, 2018
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Kamran Karimi, Ezequiel E. Ferrero, and Jean-Louis Barrat. “Inertia and universality of avalanche statistics: The case of slowly deformed amorphous solids”. Physical Review E, 95(1):013003, 2017