Browsing by Subject "Graph neural networks"

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Exploring architectural floor plan appropriateness in context of Bangladesh leveraging graph neural networks in spatial context

Noor, Tanjim; Islam, Mahir Tasin; Islam, Tiham Shafi; Hosain, Mahid Atif; Anam, Md. Irtiza (Brac University, 2024-09)

This paper investigates the use of Graph Neural Networks (GNNs) for classifying architectural floor plans and establishing the applicability of international floor plans with respect to Bangladeshi architectural standards. ...
Synergistic application of advanced machine learning and computer vision techniques for the detection of exoplanet and star: leveraging contrastive learning in astronomical imagery

Alif, Ashraful Kabir; Hossain, Sk Jamil; Hossain, Md Impreeaj; Antor, Shihab Shahriar; Roy, Arghya Pranto (BRAC University, 2024-11)

The detection of exoplanets through direct imaging has become increasingly feasible with the advent of modern telescopes like the James Webb Space Telescope (JWST) and its MIRI coronagraph. These instruments have ...