si.edu

Mapping the Web of our Universe

When Edwin Hubble discovered in 1925 that the universe is full of galaxies, astronomers wondered how they are distributed. Are they spread out evenly? Hubble thought so. However, we now know that’s ...
IEEE

Comparison of Conventional Machine Learning and Convolutional Deep Learning Models for Seagrass Mapping Using Satellite Imagery

Benthic communities, such as seagrass meadows, play a crucial environmental role in marine ecosystems and provide socio-economic benefits. Satellite remote sensing is currently used for its monitoring ...
IEEE

An Analytical and Mode Mapping Approach Using Machine Learning for Optimizing Hybrid Material-Based THz Antenna With Surface Plasmon Polaritons

Abstract: This article proposes two complementary Yagi-Uda antenna configurations based on hybrid metal-graphene materials with the exploration of surface plasmon polariton (SPP) mechanism for ...
GitHub

STM-Graph: A Python Framework for Spatio-Temporal Mapping and Graph Neural Network Predictions

STM-Graph is a Python framework for analyzing spatial-temporal urban data and doing predictions using Graph Neural Networks. It provides a complete end-to-end pipeline from raw event data to trained ...