Carbon Figure

"Carbon figure" research encompasses methods for quantifying and mitigating carbon emissions across various domains, from atmospheric carbon dioxide removal to the energy consumption of computing systems. Current research focuses on developing and applying machine learning models, including deep learning and graph-based approaches, to analyze diverse data sources (satellite imagery, financial records, materials properties) for improved carbon accounting and prediction. This work is crucial for advancing climate change mitigation strategies, optimizing resource allocation, and promoting sustainable practices in diverse sectors like energy production, computing, and environmental conservation.