The next generation of engineers and scientists is moving beyond conventional computing to master interdisciplinary fields.

Through a Summer Undergraduate Research Fellowship, Jenny Quan is exploring the mathematical principles behind Rubik's cubes.

Abstract: Traditional shortest-path graph kernels generate for each graph a histogram-like feature map, whose elements represent the number of occurrences of non-isomorphic shortest paths in this ...

Adam Hayes, Ph.D., CFA, is a financial writer with 15+ years Wall Street experience as a derivatives trader. Besides his extensive derivative trading expertise, Adam is an expert in economics and ...

The demand for skilled imaging professionals is expected to keep rising in 2025 and beyond, driven by an aging population, increased reliance on early diagnostics, and expanding healthcare access.

Abstract: This paper investigates a GraphRAG framework that integrates knowledge graphs into the Retrieval-Augmented Generation (RAG) architecture to enhance networking applications. While RAG has ...

Enhanced sampling techniques are essential for exploring biomolecular conformational dynamics that occur on time scales inaccessible to conventional molecular dynamics (MD) simulations. This study ...

Fine-tune dual-encoder retrievers using graph structure over document graphs. Graph-aware contrastive learning makes embeddings relation-aware, then deploy encoder-only for standard ANN retrieval.

# Creating KG on medical documents documents = ["Cardiovascular disease ...", "Emerging therapeutic interventions ...", "The epidemiological burden ...

Synchronous regulated biological networks are often represented as logical diagrams, where the precise interactions between elements remain obscured. Here, we introduce a novel type of ...