Andrzej Dulny

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Dynamical Systems

Metric Learning

Water Distribution Networks

Top Venues

Publications

Andrzej Dulny, Paul Heinisch, Andreas Hotho, Anna Krause
GrINd: Grid Interpolation Network for Scattered Observations. CoRR (2024)
Andrzej Dulny, Andreas Hotho, Anna Krause
DynaBench: A benchmark dataset for learning dynamical systems from low-resolution data. CoRR (2023)
Melanie Schaller, Michael Steininger, Andrzej Dulny, Daniel Schlör, Andreas Hotho
Liquor-HGNN: A heterogeneous graph neural network for leakage detection in water distribution networks. LWDA (2023)
Paul Heinisch, Andrzej Dulny, Anna Krause, Andreas Hotho
TaylorPDENet: Learning PDEs from non-grid Data. CoRR (2023)
Andrzej Dulny, Andreas Hotho, Anna Krause
DynaBench: A Benchmark Dataset for Learning Dynamical Systems from Low-Resolution Data. ECML/PKDD (1) (2023)
Sebastian Wankerl, Andrzej Dulny, Gerhard Götz, Andreas Hotho
Can Neural Networks Distinguish High-school Level Mathematical Concepts? ICDM (2023)
Andrzej Dulny, Andreas Hotho, Anna Krause
NeuralPDE: Modelling Dynamical Systems from Data. KI (2022)
Konstantin Kobs, Michael Steininger, Andrzej Dulny, Andreas Hotho
Do Different Deep Metric Learning Losses Lead to Similar Learned Features? CoRR (2022)
Konstantin Kobs, Michael Steininger, Andrzej Dulny, Andreas Hotho
Do Different Deep Metric Learning Losses Lead to Similar Learned Features? ICCV (2021)
Sebastian Wankerl, Andrzej Dulny, Gerhard Götz, Andreas Hotho
Learning Mathematical Relations Using Deep Tree Models. ICMLA (2021)
Andrzej Dulny, Andreas Hotho, Anna Krause
NeuralPDE: Modelling Dynamical Systems from Data. CoRR (2021)