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Ante Kapetanovic's Projects

antropy icon antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

coropy icon coropy

Python module for COVID-19 exponential growth modelling and dynamics modelling by using user-defined SEIR(D) compartmental system.

em-hodgkin-huxley icon em-hodgkin-huxley

Code for the paper "Stochastic analysis of the electromagnetic induction effect on a neuron's action potential dynamics"

emf-exposure-analysis icon emf-exposure-analysis

Analysis of human exposure to electromagnetic fields in various scenarios for my PhD studies.

gsoc_dump_repo icon gsoc_dump_repo

Repository to store misc. files that track the work that has been done through GSoC project.

ipd-autodiff icon ipd-autodiff

Code for the paper "Application of Automatic Differentiation in Electromagnetic Dosimetry - Assessment of the Absorbed Power Density in the mmWave Frequency Spectrum"

locally-adaptive-activation-functions icon locally-adaptive-activation-functions

Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networks (PINNs) in PyTorch.

lora-time-series icon lora-time-series

Applying time series analysis to IoT traffic dataset (measurements of LoRaWAN network channel).

master-thesis icon master-thesis

(REUPLOAD) Done mostly as a part of the research internship I did in Aalborg University, Denmark.

neural-bhte icon neural-bhte

Numerical solution and uncertainty quantification of Pennes' bioheat transfer equation in 1-D using deep neural network solver.

normal-estimation icon normal-estimation

Comparison of a few different methods for estimating surface normals in a point cloud.

pspd-autodetect icon pspd-autodetect

Automatic detection of peak spatial-average power density on non-planar skin surface.

pyosa icon pyosa

Estimates the area of an open surface represented as a point cloud in 3-D space.

schrodinger icon schrodinger

Comparison of numerical solutions of the 1-D time-independent Schrödinger equation obtained through FDM, FEM and the neural network approach.

te-007-spatial-averaging icon te-007-spatial-averaging

Spatial averaging scheme for reference level limits on whole body ambient exposure to RF EMFs at the 0.1-6 GHz range.

teaching icon teaching

Materijali za laboratorijske vježbe za kolegije Mjerenja u bežičnim sustavima FELJ22 (241) i Elektromagnetska kompatibilnost FELO21 (512).

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