Physics-Informed Graph Neural Networks for Water Distribution Systems
Ashraf MI, Strotherm J, Hermes L, Hammer B (2024)
Presented at the 38th Annual AAAI Conference on Artificial Intelligence 2024, Vancouver.
PhD Student
lhermes@techfak.uni-bielefeld.de +49 521 106-12145Room: CITEC 2-110
Physics-Informed Graph Neural Networks for Water Distribution Systems
Ashraf MI, Strotherm J, Hermes L, Hammer B (2024)
Presented at the 38th Annual AAAI Conference on Artificial Intelligence 2024, Vancouver.
Spatial Graph Convolution Neural Networks for Water Distribution Systems
Ashraf I, Hermes L, Artelt A, Hammer B (2023)
In: Advances in Intelligent Data Analysis XXI. 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-la-Neuve, Belgium, April 12–14, 2023, Proceedings. Crémilleux B, Hess S, Nijssen S (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 29-41.
One-Class Intrusion Detection with Dynamic Graphs
Liuliakov A, Schulz A, Hermes L, Hammer B (2023)
In: Artificial Neural Networks and Machine Learning – ICANN 2023. 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26–29, 2023, Proceedings, Part IV. Iliadis L, Papaleonidas A, Angelov P, Jayne C (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 537-549.
Adversarial Attacks on Leakage Detectors in Water Distribution Networks
Stahlhofen P, Artelt A, Hermes L, Hammer B (2023)
In: Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part II. Rojas I, Joya G, Catala A (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 451-463.
AutoML technologies for the identification of sparse classification and outlier detection models
Liuliakov A, Hermes L, Hammer B (2023)
Applied Soft Computing 133: 109942.
Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities
Neun M, Eichenberger C, Xin Y, Fu C, Wiedemann N, Martin H, Tomko M, Ambühl L, Hermes L, Kopp M (2023)
IEEE Transactions on Intelligent Transportation Systems .
Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting
Hermes L, Hammer B, Schilling M (2021)
In: ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. . 111-116.