Build air quality prediction systems using MATLAB's Regression Learner and Time Series Toolboxes

Build air quality pr PM2.5 forecasting air pollution modeling
Build air quality prediction systems using MATLAB's Regression Learner and Time Series Toolboxes

Build air quality prediction systems using MATLAB's Regression Learner and Time Series Toolboxes

Build air quality prediction systems using MATLAB's Regression Learner and Time Series Toolboxes. This project develops machine learning models for PM2.5 and ozone forecasting using meteorological and pollution data. Learn to handle spatial-temporal correlations, feature selection from sensor networks, and uncertainty quantification. Includes complete workflows for data cleaning, model validation, and deployment as early warning systems with 85-90% prediction accuracy for 24-hour forecasts.

Coastline Prediction using Climate Models

Develop coastline change prediction models using MATLAB's climate and image processing toolboxes. This project analyzes historical satellite imagery to forecast erosion patterns under different climate scenarios. The tutorial covers shoreline detection algorithms, multivariat.....

Environmental Scienc coastline prediction MATLAB geoscience

An infographic-style illustration of green hydrogen production economics in MATLAB Simulink.

  This MATLAB project provides a comprehensive framework for techno-economic assessment of green hydrogen production systems. Using MATLAB's Simulink and Optimization Toolbox.....

Green Hydrogen produ MATLAB Simulink

Quadruped Robot with a Manipulator

Design advanced locomotion controllers for quadruped robots with manipulators using MATLAB's SimMechanics. This project implements dynamic gait generation and payload compensation algorithms for stable mobile manipulation. The tutorial covers footstep planning, whole-body con.....

Robotics quadruped robot MATLAB robotics