Dr. Yu Huang

Profile

Academic positionPost Doc
Research fieldsAtmospheric Science,Artificial Intelligence and Machine Learning Methods
Keywordsabrupt transition, climate dynamics, nonlinear dynamics, extreme events, machine learning

Current contact address

CountryGermany
CityMunich
InstitutionTU Munich
InstituteMunich Climate Center

Host during sponsorship

Prof. Dr. Niklas BoersSchool of Engineering and Design, Technische Universität München, Garching
Start of initial sponsorship01/02/2023

Programme(s)

2022Humboldt Research Fellowship Programme for Postdocs

Publications (partial selection)

2026Aich, Michael and Hess, Philipp and Pan, Baoxiang and Bathiany, Sebastian and Huang, Yu and Boers, Niklas: Conditional diffusion models for downscaling and bias correction of Earth system model precipitation. In: Geoscientific Model Development, 19, 2026, 1791--1808
2026Huang, Yu and Bathiany, Sebastian and Yang, Shangshang and Hess, Philipp and Aich, Michael and Boers, Niklas: Flexible generation of daily Earth system model projections across radiative forcing scenarios. 2026,
2026Franzke, Christian L. E. and Lee, Sun-Seon and Huang, Yu and Satpathy, Susmit S.: Forced response and internal variability changes in the hydrological cycle and general circulation in a hot world beyond 2100 in the Community Earth System Model. In: Environmental Research Letters, 21, 2026, 014026
2026Aich, Michael and Bathiany, Sebastian and Hess, Philipp and Huang, Yu and Boers, Niklas: Generating realistic global precipitation fields from modelled atmospheric circulation. In: Climate Dynamics, 64, 2026, 365
2026Zhang, Wenjie and Huang, Yu and Bathiany, Sebastian and Shin, Yechul and Ben-Yami, Maya and Zhou, Suiping and Boers, Niklas: Probabilistic anticipation of AMOC transitions under critical forcing magnitudes and rates via deep learning. In: Chaos, Solitons \& Fractals, 209, 2026, 118374
2025Yu, Siyang and Huang, Yu and Fu, Zuntao: Detecting extreme event-driven causality. In: Chaos, Solitons \& Fractals, 200, 2025, 117138
2025Wang, Mingzhao and Huang, Yu and Franzke, Christian L. E. and Yuan, Naiming and Fu, Zuntao and Boers, Niklas: Evidence for preferred propagating terrestrial heatwave pathways due to Rossby wave activity. In: Nature Communications, 16, 2025, 4742
2024Huang, Yu and Bathiany, Sebastian and Ashwin, Peter and Boers, Niklas: Deep learning for predicting rate-induced tipping. In: Nature Machine Intelligence, 6, 2024, 1556--1565
2024Li, Kaiwen and Huang, Yu and Liu, Kai and Wang, Ming and Cai, Fenying and Zhang, Jianxin and Boers, Niklas: Key propagation pathways of extreme precipitation events revealed by climate networks. In: npj Climate and Atmospheric Science, 7, 2024, 165