Lana Amaya

amaya@fortiss.org

Publications

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  • October 2025 Spatial Correlation and Graph Neural Networks for Earth Fault Localisation on Energy Grids Somesh Bhattacharya , Lana Amaya , Daniel Martinez , Max Eichelseder , Markus Duchon and Hans-Peter Schwefel In 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), October 2025. IEE. Details URL DOI BIB
  • October 2025 Towards Transferable Deep Reinforcement Learning Policies with high Post-Deployment Performance in Smart Grids Cristian Sebastian Cubides-Herrera , Lana Amaya and Markus Duchon In 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), October 2025. IEEE. Details URL DOI BIB
  • December 2024 Neuromorphic force-control in an industrial task: validating energy and latency benefits Lana Amaya , Evan Eames , Gintautas Palinauskas , Alexander Perzylo , Yulia Sandamirskaya and Axel von Arnim In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 717-724, Abu Dhabi, UAE, December 2024. Details URL DOI BIB
  • September 2024 Data-driven Earth-fault Localization via Neural Network Models for Classification and Regression Julian Wörmann , Lana Amaya , Max Eichelseder , Markus Duchon and Hans-Peter Schwefel In 2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), pages 92 - 97, September 2024. IEEE. Details URL DOI BIB
  • October 2023 Neurorobotic reinforcement learning for domains with parametrical uncertainty Lana Amaya and Axel von Arnim Frontiers in Neurorobotics, 17():, October 2023. Details URL DOI BIB
  • August 2023 Generating Event-Based Datasets for Robotic Applications Using MuJoCo-ESIM Gintautas Palinauskas , Lana Amaya , Evan Eames , Michael Neumeier and Axel von Arnim In Proceedings of the 2023 International Conference on Neuromorphic Systems, volume 1 of ICONS 23, pages 7, New York, NY, USA, August 2023. Association for Computing Machinery, Association for Computing Machinery. Details URL DOI BIB