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Lynn H. Kaack
Lynn H. Kaack
Hertie School
E-mailová adresa ověřena na: hertie-school.org - Domovská stránka
Název
Citace
Citace
Rok
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
1341*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
3442022
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
1882018
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
792022
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
652020
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
642023
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
432017
Truck traffic monitoring with satellite images
LH Kaack, GH Chen, MG Morgan
Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable …, 2019
352019
Automated identification of climate risk disclosures in annual corporate reports
D Friederich, LH Kaack, A Luccioni, B Steffen
arXiv preprint arXiv:2108.01415, 2021
312021
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
272020
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
26*2021
Digitizing a sustainable future
LA Reisch, L Joppa, P Howson, A Gil, P Alevizou, N Michaelidou, ...
One Earth 4 (6), 768-771, 2021
122021
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
arXiv preprint arXiv:2406.18454, 2024
12024
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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Články 1–20