![](https://dblp.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
default search action
Niklas Boers
Person information
Refine list
![note](https://dblp.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [i12]Philipp Hess, Michael Aich, Baoxiang Pan, Niklas Boers:
Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Foundation Models. CoRR abs/2403.02774 (2024) - [i11]Michael Aich, Philipp Hess, Baoxiang Pan, Sebastian Bathiany, Yu Huang, Niklas Boers:
Conditional diffusion models for downscaling & bias correction of Earth system model precipitation. CoRR abs/2404.14416 (2024) - [i10]Zijie Guo, Pumeng Lyu, Fenghua Ling, Jing-Jia Luo, Niklas Boers, Wanli Ouyang, Lei Bai:
ORCA: A Global Ocean Emulator for Multi-year to Decadal Predictions. CoRR abs/2405.15412 (2024) - 2023
- [c2]Shan Zhao, Sudipan Saha, Zhitong Xiong
, Niklas Boers, Xiao Xiang Zhu:
Exploring Geometric Deep Learning for Precipitation Nowcasting. IGARSS 2023: 3760-3763 - [c1]Alistair White, Niki Kilbertus, Maximilian Gelbrecht, Niklas Boers:
Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints. NeurIPS 2023 - [i9]Philipp Hess, Stefan Lange, Niklas Boers:
Deep Learning for bias-correcting comprehensive high-resolution Earth system models. CoRR abs/2301.01253 (2023) - [i8]Alistair White, Niki Kilbertus, Maximilian Gelbrecht, Niklas Boers:
Stabilized Neural Differential Equations for Learning Constrained Dynamics. CoRR abs/2306.09739 (2023) - [i7]Shan Zhao, Sudipan Saha, Zhitong Xiong
, Niklas Boers, Xiao Xiang Zhu:
Exploring Geometric Deep Learning For Precipitation Nowcasting. CoRR abs/2309.05828 (2023) - [i6]Nils Bochow, Anna Poltronieri, Martin Rypdal, Niklas Boers:
Reconstructing Historical Climate Fields With Deep Learning. CoRR abs/2311.18348 (2023) - [i5]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 abs/2312.10429 (2023) - 2022
- [j2]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): 828-839 (2022) - [i4]Maximilian Gelbrecht, Alistair White, Sebastian Bathiany, Niklas Boers:
Differentiable Programming for Earth System Modeling. CoRR abs/2208.13825 (2022) - [i3]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 abs/2209.07568 (2022) - 2021
- [j1]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): 667-674 (2021) - [i2]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 abs/2101.09126 (2021)
2010 – 2019
- 2016
- [i1]Dominik Traxl, Niklas Boers, Jürgen Kurths:
Deep Graphs - a general framework to represent and analyze heterogeneous complex systems across scales. CoRR abs/1604.00971 (2016)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-06-25 21:51 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint