Personal profile
Research profile
I am a PhD Candidate at the CityAI Lab and affiliated with the Department of Engineering Systems and Services at the Faculty of Technology, Policy and Management.
My research concerns urban noise pollution and its perception. I'm disentangling this complex relationship and the impact that noise has on our lives with machine learning and statistical analysis.
Academic background
I have a background in software development and business informatics. My bachelor's thesis concerned decision tree algorithms on data streams. For my master's thesis, I developed a framework for risk assessments of AI-based systems in the context of mergers and acquisitions. In September 2022, I joined the CityAI Lab at Delft University of Technology.
Education/Academic qualification
Master's degree, ICT in Business, Universiteit Leiden
1 Sept 2020 → 30 Aug 2022
Award Date: 30 Aug 2022
Bachelor's degree, Business Informatics, University of Oldenburg
1 Oct 2017 → 27 Sept 2021
Award Date: 27 Sept 2021
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Low-cost solar-powered urban soundscape sensor
Cassens, L., Kroesen, M., Calvert, S. & van Cranenburgh, S., 2026, In: HardwareX. 25, e00753.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
Longitudinal Analysis of the Influence of Personality on Noise Annoyance and Bidirectional Effects between Noise and Health Outcomes
Cassens, L., van Cranenburgh, S., Calvert, S. & Kroesen, M., 2025, In: Noise & health. 27, 124, p. 80-88 9 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile26 Downloads (Pure) -
Urban sound classification on the edge: exploring the accuracy-efficiency trade-off
Cassens, L., Kroesen, M., Calvert, S. C. & van Cranenburgh, S., 2025, Forum Acusticum EuroNoise 2025: Proceedings of the 11th Convention of the European Acoustics Association (Forum Acusticum - Euronoise. de la Prida, D., Ramis, J. & Machimbarrena, M. (eds.). European Acoustics Association, EAA, p. 2279-2283 5 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile16 Downloads (Pure) -
Beyond loudness: development of a holistic solar-powered urban soundscape sensor
Cassens, L., Kroesen, M., Calvert, S. & van Cranenburgh, S., 2024, 53rd International Congress and Exposition on Noise Control Engineering, Internoise 2024. Societe Francaise d'Acoustique, p. 3779-3786 8 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open Access -
Noise Annoyance, Personality, and Health: A Longitudinal Analysis
Cassens, L., van Cranenburgh, S., Calvert, S. & Kroesen, M., 2024, Proceedings of the 30th International Congress on Sound and Vibration. van Keulen, W. & Kok, J. (eds.). Amsterdam: Society of Acoustics, 8 p. 707. (Proceedings of the International Congress on Sound and Vibration).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile65 Downloads (Pure)