Concepedia

Nikolaj T. Mücke

NT

3

Publications

54

Citations

3

H-Index

2023

Active since

Affiliations

Utrecht University(Current)

Centrum Wiskunde & Informatica

University of Amsterdam

University of Groningen

Nikolaj T. Mücke is an author at Utrecht University specializing in machine learning, data science, and engineering.

Top concepts

EngineeringData ScienceMachine LearningUncertainty QuantificationCarbon CycleDeep LearningEarth ScienceLeak DetectionComputer ScienceInverse Problems

Publications per year

2023–2024

3

Publications

3

A Probabilistic Digital Twin for Leak Localization in Water Distribution Networks Using Generative Deep Learning

Nikolaj T. Mücke, Prerna Pandey, Shashi Jain et al. · Sensors · 2023 · 23 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

AI enhanced data assimilation and uncertainty quantification applied to Geological Carbon Storage

Gabriel Serrão Seabra, Nikolaj T. Mücke, Vinicius L. S. Silva et al. · International journal of greenhouse gas control · 2024 · 21 citations · Full text

Geological Carbon Storage, Environmental Monitoring, Machine Learning +18

Markov chain generative adversarial neural networks for solving Bayesian inverse problems in physics applications

Nikolaj T. Mücke, Benjamin Sanderse, Sander M. Bohté et al. · Computers & Mathematics with Applications · 2023 · 10 citations · Full text

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