Matthew R. Carbone

Random forest machine learning models for interpretable X-ray absorption near-edge structure spectrum-property relationships

Steven B. Torrisi, Matthew R. Carbone, Brian A. Rohr et al. · npj Computational Materials · 2020 · 163 citations · Full text

Machine-Learning X-Ray Absorption Spectra to Quantitative Accuracy

Matthew R. Carbone, Mehmet Topsakal, Deyu Lu et al. · Physical Review Letters · 2020 · 109 citations · Full text

X-ray Crystallography, X-ray Spectroscopy, Engineering +15

Classification of local chemical environments from x-ray absorption spectra using supervised machine learning

Matthew R. Carbone, Shinjae Yoo, Mehmet Topsakal et al. · Physical Review Materials · 2019 · 104 citations · Full text

X-ray Crystallography, X-ray Absorption Spectra, X-ray Spectroscopy +27

When not to use machine learning: A perspective on potential and limitations

Matthew R. Carbone · MRS Bulletin · 2022 · 47 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Telehealth Technologies and Applications for Terrorism Response: A Report of the 2002 Coastal North Carolina Domestic Preparedness Training Exercise

Scott Simmons, Timothy A. Murphy, Adrian Blanarovich et al. · Journal of the American Medical Informatics Association · 2003 · 34 citations · Full text

Telemetry, Engineering, Emergency Management +25