HydroGraphNet boosts watershed predictions of daily flow and nitrogen in sparse data regions

Spatially distributed prediction of streamflow and nitrogen (N) export dynamics is essential for precision management of ...
IEEE

CuckooGraph: A Scalable and Space-Time Efficient Data Structure for Large-Scale Dynamic Graphs

Abstract: Graphs play an increasingly important role in various big data applications. However, existing graph data structures cannot simultaneously address the performance bottlenecks caused by the ...

Beginner's Guide To Building Automated Trading Systems

The first component is the Market Data Gateway (or API Wrapper). This layer creates a persistent connection to the exchange's servers, translating raw 'JSON' or 'FIX' messages into clean Python data ...
IEEE

Predicting Flash Point of Ester-based Insulating Oils and Unveiling Molecular Structure Effects via Graph Neural Networks

Abstract: Flash point (FP) critically determines the fire safety of transformer oils, yet ester-based oils, the sustainable alternative to mineral oils, face a critical trade-off between FP ...