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  • šŸ‘‹ Hi, Iā€™m @cristina-v-melnic

  • šŸ‘€ Iā€™m interested in computational neuroscience, physics, and data science.

  • šŸŒ± Iā€™m currently tackling topics in machine learning.

  • šŸ“« How to reach me: [email protected]

Cristina Melnic's Projects

force-inference icon force-inference

Application to find parameters of inter-particle forces from stochastic trajectories using Bayesian inference.

handson-ml2-fork icon handson-ml2-fork

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

neural-orientation-tuning icon neural-orientation-tuning

Model of a single orientation-selective neuron receiving inputs from afferents with different preferred orientations. The project shows what properties the postsynaptic neuron has and how they depend on the input. It aims to investigate two types of connectivity of neurons in the primary visual cortex, i.e., weight-based and number-based.

pattern-formation icon pattern-formation

Modelling pattern formation by numerical integration of systems of coupled convection-diffusion differential equations.

stokes-dg-experiments icon stokes-dg-experiments

Script that runs experiments on the implemented H(div)-conforming elements for Stokes equations in the finite element package ParMooN.

stokes-dg-figures icon stokes-dg-figures

Analysis of simulation data obtained with the ParMooN finite element package.

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