SMILES-2026: Signal Interference Cancellation

This repository contains my selection project for the SMILES-2026 Summer School.

Performance Summary

• Average Score: 9.69 dB
• Baseline Score: 4.02 dB
• Improvement: +5.67 dB

Necessary Files

• SOLUTION.md: This is the required report containing my full methodology, technical explanation, and instructions to reproduce the 9.69 dB result.
• applicant_solution.py: My Python implementation using Nonlinear modeling and Rank-1 SVD.
• results.json: The final metrics generated by the scoring script.

Steps to see my results

To verify my results, just make sure you have the challenge.mat file in the same directory as the scripts. You can then run the cancellation by executing: python applicant_solution.py