Niklas Erdmann

According to our database, Niklas Erdmann authored at least 5 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Deep Learning Multi-Horizon Irradiance Nowcasting: A Comparative Evaluation of Three Methods for Leveraging Sky Images.

Erling W. Eriksen, Magnus M. Nygård, Niklas Erdmann, Heine Nygard Riise

CoRR, March, 2026

Multi-Horizon Time Series Forecasting of Non-Parametric CDFs with Deep Lattice Networks.

Niklas Erdmann, Lars Ødegaard Bentsen, Roy Stenbro, Heine Nygard Riise, Narada Dilp Warakagoda, Paal E. Engelstad

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Reinforcement Learning for Pollution Detection in a Randomized, Sparse and Nonstationary Environment with an Autonomous Underwater Vehicle.

Sebastian Zieglmeier, Niklas Erdmann, Narada D. Warakagoda

CoRR, October, 2025

2024

Deep and Probabilistic Solar Irradiance Forecast at the Arctic Circle.

Niklas Erdmann, Lars Ødegaard Bentsen, Roy Stenbro, Heine N. Riise, Narada D. Warakagoda, Paal Engelstad

CoRR, 2024

2022

Dynamic Modeling of P(VDF-TrFE-CTFE)-based Soft Actuators via Echo State Networks.

Riccardo D'Anniballe, Niklas Erdmann, Giacomo Selleri, Raffaella Carloni

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022