43 citations
- Pacific Northwest National LaboratoryUS2 papers
- Princeton UniversityUS2 papers
- Purdue University West LafayetteUS2 papers
- Stanford UniversityUS2 papers
- Battery ParkUS1 paper
- Bureau of Labor StatisticsUS1 paper
- Central Maine Community CollegeUS1 paper
- CMCC Foundation - Euro-Mediterranean Center on Climate ChangeIT1 paper
- Duke Energy (United States)US1 paper
- Duke UniversityUS1 paper
- Electric Power Research InstituteUS1 paper
- Energetics (United States)US1 paper
9 papers
Hybrid physics-AI outperforms numerical weather prediction for extreme precipitation nowcasting
Puja Das, August Posch, Nathan Barber +6
Precipitation nowcasting, critical for flood emergency and river management, has remained challenging for decades, although recent developments in deep generative modeling (DGM) su…
Effects of Antivaccine Tweets on COVID-19 Vaccinations, Cases, and Deaths
John Bollenbacher, Filippo Menczer, John Bryden
Despite the wide availability of COVID-19 vaccines in the United States and their effectiveness in reducing hospitalizations and mortality during the pandemic, a majority of Americ…
Equity Implications of Net-Zero Emissions: A Multi-Model Analysis of Energy Expenditures Across Income Classes Under Economy-Wide Deep Decarbonization Policies
John Bistlinea, Chikara Onda, Morgan Browning +13
With companies, states, and countries targeting net-zero emissions around midcentury, there are questions about how these targets alter household welfare and finances, including di…
Utilizing geospatial data for assessing energy security: Mapping small solar home systems using unmanned aerial vehicles and deep learning
Simiao Ren, Jordan Malof, T. Robert Fetter +3
Solar home systems (SHS), a cost-effective solution for rural communities far from the grid in developing countries, are small solar panels and associated equipment that provides p…
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery
Jeremy Irvin, Hao Sheng, Neel Ramachandran +7
Characterizing the processes leading to deforestation is critical to the development and implementation of targeted forest conservation and management policies. In this work, we de…
Optimization of Survey Weights under a Large Number of Conflicting Constraints
Matthew R. Williams, Terrance D. Savitsky
In the analysis of survey data, sampling weights are needed for consistent estimation of the population. However, the original inverse probability weights from the survey sample de…