NOVEMBER 21, 2022 Research Highlight Optimizing Random Forest Machine Learning Models to Predict Water Quality Data-driven experiments can help determine best practices for Random Forest machine learning to predict water quality, particularly nitrate levels. ( Read More )
OCTOBER 31, 2022 Article Simulating the Effects of Climate Change PNNL joint appointee Auroop Ganguly uses data science to study the impacts of climate change. ( Read More )
OCTOBER 4, 2022 Research Highlight Despite Spatial Proximity, Riverbed Sediments and River Water Have Distinct Processes that Impact Organic Matter Across the United States, water moving between the river and riverbed sediments does not overcome localized processes that govern organic matter chemistry. ( Read More )
MAY 13, 2022 Article An Automated, Faster Way to Analyze Aerosols Researchers use machine learning to speed up the analysis of aerosol datasets from mass spectrometry. ( Read More )
MARCH 18, 2022 Research Highlight A High-Performance Miniature Ion Mobility Spectrometer Development of a one-meter path length miniature ion mobility spectrometer based on multilevel structures for lossless ion manipulations. ( Read More )