Legal & Licensing
Last updated: April 20, 2026
Platform Code Availability
The official hosted instance is online in production, but the main application repository is currently private while a public release is being prepared.
Current status: Private repository for the main platform code.
The production website and API should not be understood as a public source-code release of the platform.
Any future public repository release, including the software license that applies to that release, will be announced separately.
If you want to collaborate before a public repository release, contact the maintainers directly. [email protected].
Branding and Names
Unless stated otherwise in writing, no software, content, or data license on this website grants rights to use the Energy Arena name, logo, or domain names in a way that suggests affiliation with the official hosted instance.
This includes the Energy Arena name, the official domains, and any presentation that could imply endorsement, partnership, or operation by the maintainers of the official hosted instance.
Data Sources & Attribution
Ground Truth Data
Public ground truth values displayed in charts and browser-visible visualizations are sourced from Bundesnetzagentur | SMARD.de.
Attribution: Bundesnetzagentur | SMARD.de
License: CC BY 4.0
Creative Commons Attribution 4.0 International
Internal evaluation processing may additionally use ENTSO-E data under the applicable ENTSO-E terms.
User Submissions & Public Disclosure
By submitting forecasts to Energy Arena, you grant the platform permission to:
- Store and evaluate your submissions against ground truth data
- Publicly display open forecast trajectories in interactive charts and visualizations
- Display aggregated performance metrics (MAE, RMSE, etc.) on public leaderboards
- Use submissions for research purposes and platform improvement
- Include submission statistics in academic publications
- Share your forecasts with researchers for academic purposes
Public visibility: Forecast trajectories are shown publicly only when you choose open visibility for a challenge profile. Closed forecasts remain hidden from public charts, while aggregated leaderboard metrics stay visible unless you hide that challenge profile from the public leaderboard. Only submit open forecasts you are comfortable making publicly available.
Pseudonymous Participation
You can maintain privacy by:
- Using a pseudonymous username: Choose a username that does not reveal your identity
- Omitting personal details: Affiliation is optional
- Email privacy: Your email address is never publicly displayed
Forecasts are associated with your chosen username. If you use a pseudonym instead of your real name, your submissions remain anonymous to the public while still being evaluated and shown in leaderboard metrics.
Privacy & Data Protection
Energy Arena collects minimal personal information:
- Registration: Email address, username, and optional affiliation
- Submissions: Forecast data and submission timestamps
- Usage: API access logs for rate limiting and abuse prevention
We do not sell your personal information. We may share limited personal information with service providers that help operate the official hosted instance, currently bwCloud for hosting and Mailgun for transactional email delivery. Data is used for platform operation, security, and the public benchmarking workflow described in the Privacy Policy.
For details, see the Privacy Policy.
Disclaimer
Energy Arena is provided "as is" for research and educational purposes. While we strive for accuracy and reliability:
- We make no guarantees about data accuracy or platform availability
- Internal evaluation depends on ENTSO-E data quality and timeliness; public realized-value charts depend on SMARD publication and availability
- Evaluation metrics are provided for comparative research purposes only
- The platform should not be used for operational energy trading decisions
Contact
For questions about licensing, data usage, or legal matters:
Max Kleinebrahm
Karlsruhe Institute of Technology (KIT)
Hertzstr. 16 - Building 06.33
76187 Karlsruhe
Contributors
Energy Arena is developed and maintained by researchers dedicated to advancing energy forecasting through collaborative academic work:
- Max KleinebrahmKarlsruhe Institute of Technology
- Jonathan BerrischUniversity of Duisburg-Essen
- Philipp EiserKarlsruhe Institute of Technology
- Wolf FichtnerKarlsruhe Institute of Technology
- Veit HagenmeyerKarlsruhe Institute of Technology
- Matthias HertelKarlsruhe Institute of Technology
- Nils KosterKarlsruhe Institute of Technology
- Sebastian LerchHeidelberg Institute for Theoretical Studies
- Ralf MikutKarlsruhe Institute of Technology
- Jan PriesmannVolatile GmbH
- Melanie SchienleKarlsruhe Institute of Technology
- Benjamin SchäferKarlsruhe Institute of Technology
- Ulrich Jakob OberhoferKarlsruhe Institute of Technology
- Jann WeinandForschungszentrum Jülich GmbH
- Florian ZielUniversity of Duisburg-Essen
We welcome collaboration from the research community. Public contribution guidelines will be published with any future public repository release. Until then, contact [email protected].