Popular GitHub Repositories for Concentration

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

Source code for predicting Blood Glucose Concentration

Drift Detection in Gas Sensor Array at Different Concentration Levels ☢️

Research Paper on the prediction of pollutants concentration in Lille using Machine Learning Methods

Time series regression with LSTMs predicting PM2.5 concentration in China

A C# project to simulate and test a multiagent algorithm for finding multiple noisy radiation sources with spatial and communication constraints with an emulated environment. The algorithm tries to detect the source(s) of radiation with some robots in the monitoring fields. Each robot has a sensor mounted to detect the radiation concentration. The robots cooperate and communicate with each other to locate the sources based on the sensors readings using concepts from particle swarm optimization algorithm. You can see the attached paper for more detail... [Multiagent Algorithm for finding Multiple Noisy Radiation.pdf](Home_Multiagent Algorithm for finding Multiple Noisy Radiation.pdf)

Lecture notes taken in the Quantitative Foundations of Artificial Intelligence class in Fall 2023, taught by Prof. Dr. Ludger Overbeck at Justus Liebig University Giessen.

Simple concentration scoring algorithm && Blazeface face detector Tensorflow2.0 implementation. (real-time, on web)

Enhancing solar power forecasting accuracy by incorporating dust concentration data to optimize renewable energy grid integration.

3D Airbourne Microplastic Concentration Estimation with PINNs

This project used convolutional neural networks to predict the steady-state concentration of 3D porous media, and subsequently calculates the tortuosity. This package includes data generation, processing, training, and post-processing functions. The loss function includes a Laplacian loss, which is a physics-informed loss.

This project proposes an ML-based approach to determine the concentration of Pentanediol dissolved in water.