Name: Cristian Guarnizo-Lemus
Type: User
Company: Instituto Tecnológico Metropolitano
Bio: Electrical Engineer, with interests in artificial intelligence, control theory and signal processing.
Location: Medellin, Antioquia, Colombia
Cristian Guarnizo-Lemus's Projects
Bayesian Optimization of Droop Control Parameters in DC Microgrids
GUI Package for the simulation of PhotoVoltaic cell along the first and second quadrants.
Gaussian processes framework in python
Interfaz grafica de usuario (GUI) para la carga electronica BK 8500 de la empresa BK PRECISION.
A Variational Inference approach to automatically select the number of latent functions and its interconecction to output data by using Indian Buffet Process (IBP) in Latent Force Models (LFMs).
Fast Kernel Approximations for Latent Force Models
Impulse Response Estimation using Laguerre Functions and sequential Latent Force models
Impulse response function estimation using Convolved Gaussian Processes and Laguerre functions
Extended and Unscented Latent Force Models
Materiales y Recursos para la asignatura MAPE04 "Análisis Matemático y Procesos Estocásticos", de la Maestría en Automatización y Control Industrial del ITM.
Code to reproduce the results from the paper "Optimal sampling frequency in wavelet-based signal feature extraction using particle swarm optimization"
The implementation of scenario generation for renewables production process
A normalizing flow using Bernstein polynomials for conditional density estimation.
Generation of Time Series data using generatuve adversarial networks (GANs) for biological purposes.
Warped Latent Force Models