WN
Member Since 2005
Wolfgang Nowak
Professor, University of Stuttgart
Professional Experience
University of Stuttgart
Professor
2007 - Present
Education
Doctorate
2004
Publications
Information‐Theoretic Scores for Bayesian Model Selection and Similarity Analysis: Concept and Appli...
Bayesian model selection (BMS) and Bayesian model justifiability analysis (BMJ) provide a statistically rigorous framework for comparing competing ...
July 19, 2023
Learning Groundwater Contaminant Diffusion‐Sorption Processe...
November 29, 2022
Diagnosis of Model Errors With a Sliding Time‐Window Bayesia...
February 17, 2022
The Four Ways to Consider Measurement Noise in Bayesian Mode...
November 22, 2021
AGU Abstracts
Estimating catchment-wide total groundwater storage via space-time kriging provides calibration data for catchment-scale groundwater balance models
ADVANCEMENTS IN WATERSHED MODELING TO SUPPORT WATER MANAGEMENT II ELIGHTNING
hydrology | 13 december 2023
Fahad Ejaz, Nils Wildt, Thomas Wöhling, Wolfgang N...
Sustainable groundwater management requires accurate, reliable prediction of long-term aquifer water balances. This can be achieved with catchment-sca...
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Coordinated Optimization of Water Supply Systems with Evolving Energy Systems
WATER AND SOCIETY: PROTECTING PLANETARY HEALTH THROUGH GROUNDWATER CONSERVATION AND DECARBONIZATION OF WATER SUPPLY SYSTEMS I ORAL
hydrology | 13 december 2023
Patrick Martin, Jannik Haas, Wolfgang Nowak
Climate change threatens water supply systems (WSS), impacting for example their security and reliability due to changes in precipitation patterns and...
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Learning PFAS mechanisms with a Finite Volume Neural Network (FINN)
PHYSICS-INFORMED AND DATA-DRIVEN MACHINE LEARNING METHODS FOR MODELING SUBSURFACE PROCESSES I ORAL
hydrology | 13 december 2023
Nils Wildt, Stefania Scheurer, Wolfgang Nowak, Cla...
Machine Learning (ML) methods can build predictive models based on data alone. However, this fails to incorporate existing knowledge in the modeling p...
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Volunteer History
2017 - 2018
Member
Hydrologic Uncertainty Technical Committee
2018 - 2018
Member
Hydrologic Uncertainty Technical Committee
Check out all of Wolfgang Nowak’s AGU Research!
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