Evo-MCTS: Evolutionary Monte Carlo Tree Search for Gravitational Wave Detection
🧬 Revolutionary LLM-guided framework for automated algorithmic discovery in gravitational wave detection. Combines evolutionary optimization with Monte Carlo Tree Search to systematically explore algorithm spaces and achieve 20.2% improvement over state-of-the-art methods on MLGWSC-1 benchmark.
GW150914 MCP Signal Search: AI-Powered Gravitational Wave Detection
🌊 AI-powered gravitational wave detection system using Model Context Protocol (MCP) for efficient parameter space exploration. Features optimization client, analysis server, and automated parameter exploration for LIGO GW150914 data with LLM-agent validation.
引力波数据探索：编程与分析实战训练营
Gravitational Wave Data Exploration: A Practical Training in Programming and Analysis
Gravitational Waves Astronomy and Beyond
A list of general and nice review articles, chapters, tutorials, blog posts and sort of materials related to Gravitational Waves Astronomy.
Gravitational Waves Data Analysis
All I need to know on “data analysis in gravitational-wave science”.
Survey4GWML
A survey on gravitational waves researches using machine learning techniques. (a brand-new verion is on going…)
![My Dissertation [zh-CN]](/blog/project/phdthesis_html/featured_hue011f0504455ff0e6505578b78d5f5db_176527_de0170f5b89bc08d2fec99dc55a0eeb2.webp)
My Dissertation [zh-CN]
Title: Research on Data Analysis of Deep Learning in Gravitational Wave Detection.
CS231n Resources
Collection & learning notes on CS231n course.
![[Paper Summary] Complete Parameter Inference for GW150914 Using Deep Learning](/blog/post/apaperaday/complete_parameter_inference_for_gw150914_using_deep_learning/featured_hu7819c656c8b01b41ff13f89eb1b34343_507410_47342a72c4251280efa3910775ccdcea.webp)
