Author

Dimuthu K. Arachchige

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#machine learning Preprint Sep 2026

Project Qualia: Recovering Experiential Music Structure from Session Co-occurrence Data

Results from Project Qualia confirm that the training data contains experiential structure independent of artist identity, establishing an empirical basis for an architecture designed to learn this experiential layer directly.

Nizam Mohammed, A. B. S. Rahman, Dimuthu D. K. Arachchige · 0 citations

Open access Aug 2026

An Applied Assessment of Multi-Source Data Fusion by Machine Learning for PM2.5 Daily Concentration Prediction

This study evaluates a machine learning data fusion approach that integrates daily federal regulatory observations, daily low-cost community sensor measurements, and monthly satellite-derived aerosol products to improve PM2.5 prediction across under-monitored environments.

Suhrudh Chivukula, Adrian J. Cortes Santos, R. Delgado et al. · Atmosphere · 0 citations