Pinned Repositories
Ising_Decimation_Reversion_with_CNN
Training a Convolutional Neural Network (CNN) with Tensorflow to revert a Decimation of multiple Ising Spin Configurations which had been generated by a Monte Carlo Simulation. Results can be viewed in the Jupyter-Notebook.
Machine_Learning_with_ADS-B
Machine Learning Regression of the Latitude of Aircrafts with an ADS-B Dataset
Reconstructing_Broadband_Dielectric_Properties
My Bachelor Thesis in Physics
Super-Resolution_CNNs_Ising_Model
My Master Thesis in Physics on Neural Networks and Monte Carlo Simulations. Training a Convolutional Neural Network (CNN) to reverse the Renormalization of the Ising Model and super-resolving it to larger System Sizes. Spin Configurations are generated with the Monte Carlo Metropolis Algorithm.
supercollider
my supercollider files
JanZimbelmann's Repositories
JanZimbelmann/Ising_Decimation_Reversion_with_CNN
Training a Convolutional Neural Network (CNN) with Tensorflow to revert a Decimation of multiple Ising Spin Configurations which had been generated by a Monte Carlo Simulation. Results can be viewed in the Jupyter-Notebook.
JanZimbelmann/Machine_Learning_with_ADS-B
Machine Learning Regression of the Latitude of Aircrafts with an ADS-B Dataset
JanZimbelmann/Super-Resolution_CNNs_Ising_Model
My Master Thesis in Physics on Neural Networks and Monte Carlo Simulations. Training a Convolutional Neural Network (CNN) to reverse the Renormalization of the Ising Model and super-resolving it to larger System Sizes. Spin Configurations are generated with the Monte Carlo Metropolis Algorithm.
JanZimbelmann/supercollider
my supercollider files
JanZimbelmann/Reconstructing_Broadband_Dielectric_Properties
My Bachelor Thesis in Physics