Conference Agenda
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
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Daily Overview |
| 8:00am - 8:45am |
Registration |
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| 8:45am - 9:45am |
Keynote AI for Urban Drainage Systems: Recent Advances and Real-World Applications Location: HSB0 Chair: Robert Sitzenfrei AI for Urban Drainage Systems: Recent Advances and Real-World Applications |
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| 9:45am - 10:30am |
Break |
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| 10:30am - 12:00pm |
SES 3-2-1: Artificial Intelligence machine learning 1 Location: HSB0 Chair: Eran Friedler Chair: Namrata Karki The AI-enabled Researcher: Contemporary Tools for Urban Drainage Research 10:45am - 11:00am Enhancing Explainability in Machine Learning for Urban Drainage: Physic-Leveraged vs. Data-Driven Approaches 11:00am - 11:15am Water level prediction in urban drainage systems using explainable deep learning models 11:15am - 11:30am Machine-learning forecast model for predicting annual water consumption in budget estimation for urban drainage system management 11:30am - 11:45am A probabilistic framework for urban wastewater flow forecasting 11:45am - 12:00pm Deep Graph Neural Networks for SWMM Metamodeling: Impact of Network Depth on Performance in a Sloping Drainage System |
SES 3-2-2: Model applications and development 1 Location: HSB1 Chair: Ivar Annus Chair: Svenja Kemper Automated GIS-based methodology for high-fidelity urban stormwater catchment delineation 10:45am - 11:00am Fast urban drainage model generator using global open data sources 11:00am - 11:15am MODEL-BASED SELECTION OF SOIL MOISTURE MEASUREMENT POINTS FOR CALIBRATION OF URBAN DRAINAGE MODELS 11:15am - 11:30am Flood Resilience Assessment of Urban Drainage Systems: A Graph Theory Perspective 11:30am - 11:45am Urban Pluvial Flood Risk Assessment in Porto: A Multi-Criteria Spatial Analysis Considering Physical and Social Factors 11:45am - 12:00pm Graph-Based Model for Efficient Data Retrieval in Incomplete Stormwater Networks |
SES 3-2-3: Uncertainties and model performance Location: HSB2 Chair: Ico Broekhuizen Chair: Frederic Cherqui Long-term monitoring of sediment accumulation in gully pots using thermal analysis 10:45am - 11:00am Out of bounds: system structural uncertainty under extreme events 11:00am - 11:15am Designing urban drainage structures in times of uncertainty 11:15am - 11:30am Transferability of calibrated parameter sets across nested urban catchments 11:30am - 11:45am Urban hydrological modelling in a developing country with spatially varied rainfall 11:45am - 12:00pm Sewer Network Tracing to Support Model Calibration and Validation |
| 12:00pm - 1:30pm |
Lunch and poster session |
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| 1:30pm - 3:00pm |
SES 3-3-1: Artificial Intelligence machine learning 2 Location: HSB0 Chair: Pete Melville-Shreeve Chair: Sebastian Ramsauer Comparison between single and multi-objective strategies for urban drainage model optimization using genetic algorithms: A case study of Badalona Urban drainage network 1:45pm - 2:00pm Digital Twins of Urban Drainage Systems: ML-assisted algorithm for processing sensor data 2:00pm - 2:15pm Diffusion-based Time Series Forecasting for Sewerage Systems 2:15pm - 2:30pm Development of a generic machine learning model for flowrate generation in catchments using a global database. 2:30pm - 2:45pm Superiority of Deep Reinforcement Learning in Urban Drainage System Real-time Control 2:45pm - 3:00pm HR-PIGNN A High Resolution Prediction Method for Urban Drainage Network: Combining Graph Neural Networks and Discrete Form Physics Informed Neural Networks |
SES 3-3-2: Model applications and development 2 Location: HSB1 Chair: Martin Fencl Chair: Jeroen Langeveld Deep learning methods for city-agnostic public health forecasts from wastewater-based epidemiological data 1:45pm - 2:00pm Volumetric Urban Drainage Clarification Optimization with CFD-ML 2:00pm - 2:15pm 3D numerical modelling of interception efficiency of grate inlets with supercritical surface flow conditions 2:15pm - 2:30pm Maximising heat recovery in the sewer network 2:30pm - 2:45pm Future Performance of Coastal Drainage Systems under Climate Uncertainty: A Sensitivity Analysis 2:45pm - 3:00pm Modelling impact of WSUD stormwater treatment on faecal contamination levels within an urban estuary |
SES 3-3-3: Combat Location: HSB2 Chair: Martin Oberascher Chair: Robert Sitzenfrei Combat of Retrofitting Urban Drainage Networks with Nature-Based Solutions 1:45pm - 1:57pm Multi-step methodology for optimizing NBS locations in urban drainage systems 1:57pm - 2:09pm Few large or several small? Comparing different BGI implementation schemes for optimal benefits 2:09pm - 2:21pm Seeding and biasing genetic algorithms 2:21pm - 2:33pm Allocation of Nature-Based Solutions Using Benefit-Cost Ratios and Spatial Flow Metrics 2:33pm - 2:45pm Cost-Effective LID Deployment Optimization: A Hybrid Approach Combining Sequential and Simultaneous Multi-Objective Methods 2:45pm - 2:57pm An engineering-led approach to multi-criteria NBS placement |
| 3:00pm - 4:00pm |
Closing: Reflections & Announcements Location: HSB0 |
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| 4:00pm - 4:45pm |
Emerging Contaminants WG: Meeting of the Emerging Contaminants Working Group Location: HSB6 Chair: Kefeng Zhang |
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| 6:00pm - 11:00pm |
Conference Dinner |
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