Prof. Dr. Sascha Koch
Professor for Computer Sciences with a Specialisation on Data Analysis
Books and Papers
Centralised monitoring and control of buildings using open standards
2024
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Machine Learning für flächendeckende Geothermie-Potentialanalysen im Kontext der geodatenbasierten Wärmeleitplanung
2024
36. Oldenburger Rohrleitungsforum
Participatory Processes in Geodata-Based Thermal Energy Planning
2024
Innovations and challenges of the energy transition in smart city districts
Regional Strategic Energy Planning (ReStEP)
2024
GeoDPA24 - International Conference on Geoinformation, Data, Processing and Applications
Strategische Entscheidungsunterstützung in der Regionalen Wärmeplanung
2024
Book of Abstracts, 2. Konferenz der Norddeutschen Wärmeforschung, Hrsg. Weidlich, Vuthi, Bechtel, HafenCity Universität Hamburg
Presentations
KI in Museen
Februar 2026
KiM meets DigiVerS, Hannover
KI in Museen
Dezember 2025
STA-Kolloquium „In Zukunft mit KI“ des Standardisierungsausschusses (STA) zu seinem 25. Jubiläum, Deutsche Nationalbibliothek in Frankfurt am Main
Sicher durch den Winter – Kommunale Wärmeplanung von der Idee zur Umsetzung
November 2025
Powerhouse Nord Kongress 2025, Cuxhaven
Regionale Strategische Energieplanung (ReStEP) - Strategische Entscheidungsunterstützung für die regionale Energieplanung mittels Geodatenanalyse und Energiesystemmodellierung
November 2025
Kolloquium Geoinformation der Jade Hochschule
Temperature control in an experimental building model using deep learning algorithm trained on mathematical model
September 2025
The 14th DACH+ Conference on Energy Informatics
Projects
Efficient systems and AI based methods for optimizing acceleration potentials in project approvals
2025-2027
In June 2024, the legislature extensively amended the Federal Immission Control Act (BImSchG) with the aim of accelerating immission control approval procedures and implementing EU law. The normative foundation of digital processes in conjunction with the requirement for ...
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Over 70% of German households are supplied with heat through fossil fuels (natural gas, oil). Therefore, some federal states have legally regulated Municipal Heat Planning (MHP). Additionally, a federal law on heat planning came into effect on January 1, 2024. Mun...
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There are hundreds of thousands of artefacts in German museums that were brought to Europe during the colonial era as a result of wars, looting or trade. The history of these objects - where they came from, what they were used for and who once owned them - is often incompletely d...
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Bachelor & Master Theses
Konzeption und Entwicklung eines Neuronalen Netzes zur Erkennung von Baumkronen auf Luftbildern für die Planung von Glasfasernetzen
2023/2
Cooperation
Konzeption und Implementierung von Deep Reinforcement Learning zur Raumkonditionierung von Bestandsgebäuden
2023/1Konzeption und Entwicklung eines Verfahrens zur Anonymisierung von personenbezogenen und georeferenzierten Verbrauchsdaten im Kontext der kommunalen Wärmeplanung
2023/1
Cooperation