Felix Creutzig
- Tackling Climate Change with Machine Learning
2019/06/10 by David Rolnick, Priya L. Donti, Rolnick, David +48 · 16 voices · 34 citations
Engineering · Environmental Science · #cs.CY #cs.AI #cs.LG #stat.ML
- Quantifying the potential for climate change mitigation of consumption options
2020/04/01 by Diana Ivanova, John Barrett, Dominik Wiedenhofer +3 · 3 voices · 33 citations
Energy · Environmental Science · #Energy and Environment Impacts #Energy, Environment, and Transportation Policies #Environmental Impact and Sustainability
- Temporary reduction in daily global CO2 emissions during the COVID-19 forced confinement
2020/05/19 by Corinne Le Quéré, Robert B. Jackson, Matthew W. Jones +11 · 1 voice · 27 citations
Energy · Environmental Science · #Air Quality and Health Impacts #COVID-19 impact on air quality #Energy, Environment, and Transportation Policies
- Discourses of climate delay
2020/01/01 by William F. Lamb, Giulio Mattioli, Sebastian Levi +7 · 2 voices · 13 citations
Environmental Science · Social Sciences · #Climate Change Communication and Perception #Climate Change and Geoengineering #Sustainability and Climate Change Governance
- Demand-side solutions to climate change mitigation consistent with high levels of well-being
2021/11/25 by Felix Creutzig, Leila Niamir, Xuemei Bai +23 · 1 voice · 14 citations
Energy · Environmental Science · Social Sciences · #Energy, Environment, and Transportation Policies #Agriculture Sustainability and Environmental Impact #Urban Transport and Accessibility
- Proposing a 1.0°C climate target for a safer future
2023/06/12 by Christian Breyer, Dominik Keiner, Benjamin W. Abbott +6 · 1 voice · 19 citations
Environmental Science · Social Sciences · #Climate Change and Geoengineering #Atmospheric and Environmental Gas Dynamics #Social Acceptance of Renewable Energy
- Worldwide rooftop photovoltaic electricity generation may mitigate global warming
2025/03/07 by Zhixin Zhang, Zhen Qian, Min Chen +26 · 2 voices · 8 citations
Environmental Science · Computer Science · Social Sciences · #Energy and Environment Impacts #Solar Radiation and Photovoltaics #Social Acceptance of Renewable Energy
- Sustainability limits needed for CO 2 removal
2024/02/01 by Alexandra Deprez, Paul Leadley, Kate Dooley +6 · 1 voice · 6 citations
Economics, Econometrics and Finance · Engineering · Environmental Science · #Carbon Dioxide Capture Technologies #Climate Change Policy and Economics #Climate Change and Geoengineering
- Predicting building age from urban form at large scale
2023/08/02 by Florian Nachtigall, Nikola Milojevic-Dupont, Felix Wagner +1 · 3 citations
Environmental Science · Health Professions · #Land Use and Ecosystem Services #Impact of Light on Environment and Health #Noise Effects and Management
- Open government geospatial data on buildings for planning sustainable and resilient cities
2021/06/28 by Filip Biljecki, Lawrence Zheng Xiong Chew, Biljecki, Filip +5 · 2 citations
Social Sciences · Environmental Science · #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Land Use and Ecosystem Services
- Will AI accelerate or delay the race to net-zero emissions?
2024/04/22 by Amy Luers, Jonathan Koomey, Eric Masanet +5 · 1 voice · 3 citations
Decision Sciences · Economics, Econometrics and Finance · Energy · #Climate Change Policy and Economics #Energy, Environment, and Transportation Policies #Innovation Diffusion and Forecasting
- Using machine learning to understand causal relationships between urban form and travel CO2 emissions across continents
2023/08/31 by Felix Wagner, Wagner, Felix, Florian Nachtigall +15 · 1 citation
Social Sciences · #FOS: Computer and information sciences #FOS: Physical sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Physics and Society (physics.soc-ph) #Transportation Planning and Optimization #Urban Transport and Accessibility
- More Renewable Energy Leads to a Faster Transition at Lower Cost as Revealed by Comparative Analysis of Global Energy Transition Scenarios
2026/01/01 by Arman Aghahosseini, A.A. Solomon, Ugo Bardi +6 · 1 voice · 1 citation
Engineering · Energy · Environmental Science · #Integrated Energy Systems Optimization #Global Energy and Sustainability Research #Environmental Impact and Sustainability