Sledovat
Nikola Milojevic-Dupont
Nikola Milojevic-Dupont
MCC Berlin
E-mailová adresa ověřena na: mcc-berlin.net
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
1035*2022
Machine learning for geographically differentiated climate change mitigation in urban areas
N Milojevic-Dupont, F Creutzig
Sustainable Cities and Society 64, 102526, 2021
1012021
Fair street space allocation: ethical principles and empirical insights
F Creutzig, A Javaid, Z Soomauroo, S Lohrey, N Milojevic-Dupont, ...
Transport Reviews 40 (6), 711-733, 2020
902020
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
482020
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, 479-509, 2022
472022
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
332023
Using explainable machine learning to understand how urban form shapes sustainable mobility
F Wagner, N Milojevic-Dupont, L Franken, A Zekar, B Thies, N Koch, ...
Transportation Research Part D: Transport and Environment 111, 103442, 2022
322022
Open government geospatial data on buildings for planning sustainable and resilient cities
F Biljecki, LZX Chew, N Milojevic-Dupont, F Creutzig
arXiv preprint arXiv:2107.04023, 2021
272021
Innovation, technology development and transfer
G Blanco, HC de Coninck, L Agbemabiese, LD Anadon, YS Lim, ...
IPCC, 2022: Climate Change 2022: Mitigation of Climate Change. Contribution …, 2022
152022
Urban form features determine spatio-temporal variation of ambient temperature: A comparative study of three European cities
A Zekar, N Milojevic-Dupont, M Zumwald, F Wagner, F Creutzig
Urban Climate 49, 101467, 2023
82023
Comparing urban form influences on travel distance, car ownership, and mode choice
P Berrill, F Nachtigall, A Javaid, N Milojevic-Dupont, F Wagner, F Creutzig
Transportation Research Part D: Transport and Environment 128, 104087, 2024
6*2024
Predicting building age from urban form at large scale
F Nachtigall, N Milojevic-Dupont, F Wagner, F Creutzig
Computers, Environment and Urban Systems 105, 102010, 2023
32023
A Causal Discovery Approach To Learn How Urban Form Shapes Sustainable Mobility Across Continents
F Wagner, F Nachtigall, L Franken, N Milojevic-Dupont, RHM Pereira, ...
arXiv preprint arXiv:2308.16599, 2023
12023
Predicting building characteristics at urban scale using graph neural networks and street-level context
B Lei, P Liu, N Milojevic-Dupont, F Biljecki
Computers, Environment and Urban Systems 111, 102129, 2024
2024
Demand-side strategies key for mitigating material impacts of energy transitions
F Creutzig, SG Simoes, S Leipold, P Berrill, I Azevedo, O Edelenbosch, ...
Nature Climate Change, 1-12, 2024
2024
A systematic map of machine learning in urban climate change mitigation
MJ Hintz, N Milojevic-Dupont, F Creutzig, L Kaack
2024
Low-carbon urban planning with machine learning
N Milojevic-Dupont, F Creutzig
Tackling Climate Change with Machine Learning Workshop at ICML 2019, 2019
2019
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Články 1–17