Research & Data · Education & Learning

Gw150914 MCP Signal Search logo

Gw150914 MCP Signal Search

iphysresearch/gw150914-mcp-signal-search

This project provides tools for analyzing gravitational wave signals, specifically focusing on the GW150914 event. It uses MCP to create a client-server architecture where.

Install

See repository

Setup steps are in the repository README.

Open README
Category
Research & Data, Education & Learning
License
MIT
Updated
Oct 6, 2026

About Gw150914 MCP Signal Search

:

A gravitational wave signal detection and optimization system using the Model Context Protocol (MCP) for efficient parameter space exploration.

Features

  • Data Fetching: Download and preprocess GW data from GWOSC

  • Matched Filter Search: Perform template-based signal detection

  • Network Analysis: Multi-detector coherent analysis

  • AI-Powered Search: Uses OpenAI GPT for intelligent parameter exploration

  • 4D Parameter Space: Optimizes mass1, mass2, right ascension, declination

  • Convergence Detection: Automatically stops when optimal SNR is found

  • Progress Tracking: Visual feedback during optimization

Tools (1)

  • Visualization

    Generate plots and analysis results

Details on this page are taken from the project's README. Open README

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