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Lynn H. Kaack
Lynn H. Kaack
Hertie School
Preverjeni e-poštni naslov na hertie-school.org - Domača stran
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Leto
Tackling climate change with machine learning
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
ACM Computing Surveys (CSUR) 55 (2), 1-96, 2022
1350*2022
Aligning artificial intelligence with climate change mitigation
LH Kaack, PL Donti, E Strubell, G Kamiya, F Creutzig, D Rolnick
Nature Climate Change 12 (6), 518-527, 2022
3482022
Decarbonizing intraregional freight systems with a focus on modal shift
LH Kaack, P Vaishnav, MG Morgan, IL Azevedo, S Rai
Environmental Research Letters 13 (8), 083001, 2018
1852018
Digitalization and the Anthropocene
F Creutzig, D Acemoglu, X Bai, PN Edwards, MJ Hintz, LH Kaack, S Kilkis, ...
Annual review of environment and resources 47 (1), 479-509, 2022
782022
EUBUCCO v0. 1: European building stock characteristics in a common and open database for 200+ million individual buildings
N Milojevic-Dupont, F Wagner, F Nachtigall, J Hu, GB Brüser, M Zumwald, ...
Scientific Data 10 (1), 147, 2023
702023
Learning from urban form to predict building heights
N Milojevic-Dupont, N Hans, LH Kaack, M Zumwald, F Andrieux, ...
PLOS one 15 (12), e0242010, 2020
662020
Empirical prediction intervals improve energy forecasting
LH Kaack, J Apt, MG Morgan, P McSharry
Proceedings of the National Academy of Sciences 114 (33), 8752-8757, 2017
422017
Truck traffic monitoring with satellite images
LH Kaack, GH Chen, MG Morgan
Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable …, 2019
342019
Automated identification of climate risk disclosures in annual corporate reports
D Friederich, LH Kaack, A Luccioni, B Steffen
arXiv preprint arXiv:2108.01415, 2021
302021
Fifty years to prove Malthus right
LH Kaack, GG Katul
Proceedings of the National Academy of Sciences 110 (11), 4161-4162, 2013
302013
Artificial intelligence and climate change: Opportunities, considerations, and policy levers to align AI with climate change goals
L Kaack, P Donti, E Strubell, D Rolnick
292020
Climate change and AI. recommendations for government action
P Clutton-Brock, D Rolnick, PL Donti, L Kaack
GPAI, Climate Change AI, Centre for AI & Climate, 2021
28*2021
Digitizing a sustainable future
LA Reisch, L Joppa, P Howson, A Gil, P Alevizou, N Michaelidou, ...
One Earth 4 (6), 768-771, 2021
112021
Towards understanding policy design through text-as-data approaches: The policy design annotations (POLIANNA) dataset
S Sewerin, LH Kaack, J Küttel, F Sigurdsson, O Martikainen, A Esshaki, ...
Scientific Data 10 (1), 896, 2023
62023
Challenges and prospects for data-driven climate change mitigation
LH Kaack
Carnegie Mellon University, 2019
52019
A systematic map of machine learning in urban climate change mitigation
MJ Hintz, N Milojevic-Dupont, F Creutzig, L Kaack
22024
Tutorial: Climate change and machine learning: Opportunities, challenges, and considerations
P Donti, D Rolnick, L Kaack
2
From counting stations to city-wide estimates: data-driven bicycle volume extrapolation
SK Kaiser, N Klein, LH Kaack
Environmental Data Science 4, e13, 2025
12025
Data gaps in transport behavior are bottleneck for tracking progress towards healthy sustainable transport in European cities
G Chevance, M Nieuwenhuijsen, K Braga, K Clifton, S Hoadley, LH Kaack, ...
IOP, 2024
12024
Machine learning enables global solar-panel detection
LH Kaack
Nature 598 (7882), 567-568, 2021
12021
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