Available for Licensing: Machine Learning-Enhanced Spectroscopy Technology for High-Resolution Radiation Detection Using Low-Cost Detectors
Summary
The Department of Energy, via the Idaho National Laboratory, is making available a Machine Learning‑Enhanced Spectroscopy Technology that converts low‑resolution detector data into high‑resolution radiation spectra using low‑cost, room‑temperature detectors. This approach applies a compact convolutional neural network to replace expensive, cryogenically cooled detectors, reducing cost, size, and power requirements while maintaining performance for applications in nuclear monitoring, space, industry, medical, and security.