Research on SVM-based Algorithms for Petroleum Exploration

This is a master's thesis titled "Research on SVM-based Algorithms for Petroleum Exploration" that implements the algorithm using MATLAB, providing detailed design approaches, comparative visualizations of different methods, and regional parameter adjustments. The implementation includes key SVM functions like data preprocessing, kernel selection, and hyperparameter optimization using MATLAB's Classification Learner app or custom scripts.

OFDM Simulation Model and Source Code

A comprehensive OFDM simulation model with complete source code, featuring detailed design methodology and implementation insights for educational purposes.