Coastline Prediction using Climate Models

Environmental Scienc coastline prediction climate models
Coastline Prediction using Climate Models

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, multivariate regression of environmental factors, and uncertainty quantification in long-term predictions. Learn to process Landsat/Sentinel data, integrate tidal and storm surge models, and visualize results with geospatial mapping tools. Includes case studies demonstrating 90% prediction accuracy for 5-year coastal changes, with adaptable models for different geological settings.

Top Quark Detection with Deep Learning

This advanced MATLAB project applies deep learning to analyze CERN LHC data for top quark detection. We implement a hybrid approach combining CNNs for calorimeter image analysis with boosted decision trees for jet feature processing. The tutorial covers high-energy physics concept.....

High-Energy Physics top quark MATLAB big data

Traffic Light Negotiation for Autonomous Vehicles.

Create traffic light negotiation systems for autonomous vehicles using MATLAB's Automated Driving Toolbox. This project develops perception algorithms to detect, classify, and respond to traffic signals in real-world scenarios. The tutorial covers color/shape recognition, sta.....

Automotive AI autonomous vehicles MATLAB computer vision

Snake-like Robot Modeling and Navigation

Model and control bio-inspired snake-like robots using MATLAB's Robotics System Toolbox. This project implements serpentine locomotion algorithms for confined space navigation and obstacle traversal. The tutorial covers kinematic chain modeling, gait pattern optimization, and.....

Robotics snake robot MATLAB robotics