Inaam Ashraf

13 papers A* 1B 2Misc 1Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems.
ECML/PKDD (10)
Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2025 B conf
Scalable and Robust Physics-Informed Graph Neural Networks for Water Distribution Systems.
IJCNN
Inaam Ashraf, André Artelt, Barbara Hammer
2025 J jnl
Scalable and Robust Physics-Informed Graph Neural Networks for Water Distribution Systems.
CoRR
Inaam Ashraf, André Artelt, Barbara Hammer
2024 J jnl
Challenges, Methods, Data - a Survey of Machine Learning in Water Distribution Networks.
CoRR
Valerie Vaquet, Fabian Hinder, André Artelt, Inaam Ashraf, Janine Strotherm, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer
2024 — conf
Challenges, Methods, Data-A Survey of Machine Learning in Water Distribution Networks.
ICANN (9)
Valerie Vaquet, Fabian Hinder, André Artelt, Inaam Ashraf, Janine Strotherm, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer
2024 J jnl
Fairness-enhancing classification methods for non-binary sensitive features -
PeerJ Comput. Sci.
Janine Strotherm, Inaam Ashraf, Barbara Hammer
2024 A* conf
Physics-Informed Graph Neural Networks for Water Distribution Systems.
AAAI
Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2024 J jnl
Physics-Informed Graph Neural Networks for Water Distribution Systems.
CoRR
Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2023 — conf
Detecting Backdoors in Collaboration Graphs of Software Repositories.
CODASPY
Tom Ganz, Inaam Ashraf, Martin Härterich, Konrad Rieck
2023 B conf
Spatial Graph Convolution Neural Networks for Water Distribution Systems.
IDA
Inaam Ashraf, Luca Hermes, André Artelt, Barbara Hammer
2022 Misc conf
Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning.
KI
Christian Löwens, Inaam Ashraf, Alexander Gembus, Genesis Cuizon, Jonas K. Falkner, Lars Schmidt-Thieme
2022 J jnl
Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning.
CoRR
Christian Löwens, Inaam Ashraf, Alexander Gembus, Genesis Cuizon, Jonas K. Falkner, Lars Schmidt-Thieme
2022 J jnl
Spatial Graph Convolution Neural Networks for Water Distribution Systems.
CoRR
Inaam Ashraf, Luca Hermes, André Artelt, Barbara Hammer