2 papers
cs.LG2025
Generalized Machine Learning for Fast Calibration of Agent-Based Epidemic Models
Sima Najafzadehkhoei, George Vega Yon, Derek S. Meyer +1
Agent-based models (ABMs) are widely used to study infectious disease dynamics, but their calibration is often computationally intensive, limiting their applicability in time-sensi…
q-bio.BM2025
A novel approach for classifying Monoamine Neurotransmitters by applying Machine Learning on UV plasmonic-engineered Auto Fluorescence Time Decay Series (AFTDS)
Mohammad Mohammadi, Sima Najafzadehkhoei, George Vega Yon +1
This study introduces a hybrid approach integrating advanced plasmonic nanomaterials and machine learning (ML) for high-precision biomolecule detection. We leverage aluminum concav…