Cross-Disciplinary Research Impact Network Analysis

Create a network analysis framework to quantify interdisciplinary research collaboration and impact across scientific domains. Develop a graph-based methodology using publication metadata, citation networks, and research funding information to map knowledge transfer and collaborative patterns. Implement advanced community detection algorithms, design network centrality metrics specific to scientific research contexts, and generate interactive visualizations showing knowledge flow between disciplines. The solution must provide insights into emerging interdisciplinary research trends and potential collaboration opportunities.