Concepedia

Matthew R. Carbone

MR

Statistics

Publications

21

Citations

749

H-Index

15

Active since

2003

Affiliations

Brookhaven National Laboratory(Current)

Columbia University

National Institute of Standards and Technology

Material Measurement Laboratory

Lawrence Berkeley National Laboratory

Matthew R. Carbone is an author at Brookhaven National Laboratory specializing in natural sciences, materials science, and machine learning.

Publications per year

2003–2025

21

Publications

21

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 · 168 citations · Full text

Natural Sciences, Materials Science, Physics +8

Machine-Learning X-Ray Absorption Spectra to Quantitative Accuracy

Matthew R. Carbone, Mehmet Topsakal, Deyu Lu et al. · Physical Review Letters · 2020 · 115 citations · Full text

Natural Sciences, Chemistry, Materials Science +17

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 · 106 citations · Full text

Natural Sciences, Chemistry, Materials Science +17

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

Matthew R. Carbone · MRS Bulletin · 2022 · 51 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

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

Nursing, Emergency Medical Services, Emergency Preparedness +17

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