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Niklas Boers
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 13
Top Topics
Artificial Intelligence
Differential Equations
Deep Learning
Top Venues
CoRR
Nat. Mac. Intell.
Nat. Mach. Intell.
IGARSS
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Publications
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Pumeng Lyu
,
Tao Tang
,
Fenghua Ling
,
Jing-Jia Luo
,
Niklas Boers
,
Wanli Ouyang
,
Lei Bai
ResoNet: Robust and Explainable ENSO Forecasts with Hybrid Convolution and Transformer Networks.
CoRR
(2023)
Nils Bochow
,
Anna Poltronieri
,
Martin Rypdal
,
Niklas Boers
Reconstructing Historical Climate Fields With Deep Learning.
CoRR
(2023)
Shan Zhao
,
Sudipan Saha
,
Zhitong Xiong
,
Niklas Boers
,
Xiao Xiang Zhu
Exploring Geometric Deep Learning For Precipitation Nowcasting.
CoRR
(2023)
Alistair White
,
Niki Kilbertus
,
Maximilian Gelbrecht
,
Niklas Boers
Stabilized Neural Differential Equations for Learning Constrained Dynamics.
CoRR
(2023)
Philipp Hess
,
Stefan Lange
,
Niklas Boers
Deep Learning for bias-correcting comprehensive high-resolution Earth system models.
CoRR
(2023)
Alistair White
,
Niki Kilbertus
,
Maximilian Gelbrecht
,
Niklas Boers
Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints.
NeurIPS
(2023)
Shan Zhao
,
Sudipan Saha
,
Zhitong Xiong
,
Niklas Boers
,
Xiao Xiang Zhu
Exploring Geometric Deep Learning for Precipitation Nowcasting.
IGARSS
(2023)
Philipp Hess
,
Markus Drüke
,
Stefan Petri
,
Felix M. Strnad
,
Niklas Boers
Physically constrained generative adversarial networks for improving precipitation fields from Earth system models.
Nat. Mac. Intell.
4 (10) (2022)
Maximilian Gelbrecht
,
Alistair White
,
Sebastian Bathiany
,
Niklas Boers
Differentiable Programming for Earth System Modeling.
CoRR
(2022)
Philipp Hess
,
Markus Drüke
,
Stefan Petri
,
Felix M. Strnad
,
Niklas Boers
Physically Constrained Generative Adversarial Networks for Improving Precipitation Fields from Earth System Models.
CoRR
(2022)
Christopher Irrgang
,
Niklas Boers
,
Maike Sonnewald
,
Elizabeth A. Barnes
,
Christopher Kadow
,
Joanna Staneva
,
Jan Saynisch-Wagner
Will Artificial Intelligence supersede Earth System and Climate Models?
CoRR
(2021)
Christopher Irrgang
,
Niklas Boers
,
Maike Sonnewald
,
Elizabeth A. Barnes
,
Christopher Kadow
,
Joanna Staneva
,
Jan Saynisch-Wagner
Towards neural Earth system modelling by integrating artificial intelligence in Earth system science.
Nat. Mach. Intell.
3 (8) (2021)
Dominik Traxl
,
Niklas Boers
,
Jürgen Kurths
Deep Graphs - a general framework to represent and analyze heterogeneous complex systems across scales.
CoRR
(2016)