A cautionary tale of machine learning uncertainty

Journal Reference: Aishik Ghosh, Benjamin Nachman. A cautionary tale of decorrelating theory uncertainties. The European Physical Journal C, 2022; 82 (1) DOI: 10.1140/epjc/s10052-022-10012-w The Standard Model of particle physics offers a robust theoretical picture of the fundamental particles, and most fundamental forces which compose the universe. All the same, there are several aspects of the … Read more

Climate uncertainty colors flood risk assessment

Journal Reference: Sanjib Sharma, Michael Gomez, Klaus Keller, Robert Nicholas, Alfonso Mejia. Regional Flood Risk Projections under Climate Change. Journal of Hydrometeorology, 2021; DOI: 10.1175/JHM-D-20-0238.1 “New home builders want to know how high they have to put their buildings to be safe for the future,” said Alfonso Mejia, associate professor of civil and environmental engineering. … Read more