Kaack, Lynn H.

Aligning artificial intelligence with climate change mitigation

Kaack, L. H., Donti, P. L., Strubell, E., Kamiya, G., Creutzig, F., & Rolnick, D. (2022) · Nature Climate Change

Green IT and SustainabilityClimate Change Policy and Economics

Cited by 570

Tackling climate change with machine learning

Rolnick, D., Donti, P. L., Kaack, L. H., Kochanski, K., Lacoste, A., Sankaran, K., Ross, A. S., Milojevic-Dupont, N., Jaques, N., Waldman-Brown, A., et al. (2023) · ACM Computing Surveys

Climate Change and Environmental ImpactArtificial Intelligence Applications

Cited by 336

Decarbonizing intraregional freight systems with a focus on modal shift

Kaack, L. H., Vaishnav, P., Morgan, M. G., Azevedo, I. L., & Rai, S. (2018) · Environmental Research Letters

Railways and European Transport PolicyEnergy, Environment, and Transportation Policies

Cited by 166

Digitalization and the Anthropocene

Creutzig, F., Acemoglu, D., Bai, X., Edwards, P. N., Hintz, M. J., Kaack, L. H., Kilkis, S., Kunkel, S., Luers, A., Milojevic-Dupont, N., et al. (2022) · Annual Review of Environment and Resources

Green IT and SustainabilityInnovation, Sustainability, Human-Machine Systems

Cited by 112

Learning from urban form to predict building heights

Milojevic-Dupont, N., Hans, N., Kaack, L. H., Zumwald, M., Andrieux, F., de Barros Soares, D., Lohrey, S., Pichler, P.-P., & Creutzig, F. (2020) · PLOS ONE

3D Modeling in Geospatial ApplicationsUrban Design and Spatial Analysis

Cited by 93

Empirical prediction intervals improve energy forecasting

Kaack, L. H., Apt, J., Morgan, M. G., & McSharry, P. (2017) · Proceedings of the National Academy of Sciences

Forecasting Techniques and ApplicationsEnergy Load and Power Forecasting

Cited by 43

Truck traffic monitoring with satellite images

Kaack, L. H., Chen, G. H., & Morgan, M. G. (2019) · Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable Societies

Advanced Neural Network ApplicationsRemote-Sensing Image Classification

Cited by 24