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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Reprogramming a General-Purpose LLM for Electricity Demand Forecasting
Published:
Reprogramming a general-purpose LLM to forecast electricity demand, instead of building yet another specialized time-series model. Here’s the case for it, and how it stacks up against seven other methods, from a naive baseline to a genuine time-series foundation model. Read more
projects
Seismicity Explorer Completed
Full-stack earthquake hazard modeling and event-set simulation platform, built solo at Temblor Inc. Read more
GO-KIT Completed
Coordinated by Open Universiteit with data partner Calculus, housing corporations Weller Wonen, Wonen Zuid, and Cordium, and installer Habenu Van de Kreeke (€500,000 budget, 20 months). Read more
MAI-HOME Completed
Funded via Interreg Flanders–Netherlands (€4M total budget, 3 years). Coordinated by Open Universiteit with five housing corporations, SMEs, and social/knowledge institutions. Read more
Anti-Greenwashing Completed
Private collaboration between Open Universiteit and APG (€210,000 budget). Read more
Landslide Hunter Completed
Funded by NWO (€80,000 budget, 1 year). Read more
MAS4TE Ongoing
Funded via Interreg Meuse-Rhine (€2.22M total budget). Consortium: Open Universiteit (lead), Boosting Alpha, Climate Cities, Université de Liège, FH Aachen, and Forschungszentrum Jülich. Read more
Green Innovation Extraction Completed
Funded by GRINS – Growing Resilient, Inclusive and Sustainable, Spoke “Innovation: Ecosystems for Circular Economies,” in collaboration with the University of Verona (Cristina Vlorio et al.). Read more
publications
Eastern Turkish high plateau as a small Turkic-type orogen: Implications for post-collisional crust-forming processes in Turkic-type orogens
Published in Earth-Science Reviews, 90(1-2), 1-48
The Pliny–Strabo trench region: A large shear zone resulting from slab tearing
Published in Earth and Planetary Science Letters, 375, 188-195
States of local stresses in the Sea of Marmara through the analysis of large numbers of small earthquakes
Published in Tectonophysics, 665, 37-57
Active faults in the Anatolian–Aegean plate boundary region with Nubia
Published in Turkish Journal of Earth Sciences, 26, 30-56
A new crustal model of the Anatolia-Aegean domain: evidence for the dominant role of isostasy in the support of the Anatolian plateau
Published in Geophysical Journal International
The Kefalonia Transform Fault: A STEP fault in the making
Published in Tectonophysics, 787, 228471
New focal mechanisms reveal fragmentation and active subduction of the Antalya slab in the Eastern Mediterranean
Published in Tectonophysics, 805, 228792
Contemporary Velocity Field for Turkey Inferred from Combination of a Dense Network of Long Term GNSS Observations
Published in Turkish Journal of Earth Sciences, 32(3), 275-293
Ecological Literacy Measurement Tool for Adults (ELMT): Validity and Reliability Study
Published in Necatibey Faculty of Education Electronic Journal of Science and Mathematics Education
Enhancing room occupancy inference from sparse PIR sensor data using Transformer models
Published in SAC '25: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, pp. 1570-1579
Landslide Hunter: a fully automated EO platform for rapid mapping of landslides in semi-cloudy conditions
Published in Living Planet Symposium 2025: From Observation to Climate Action
Improving indoor occupancy prediction using graph neural networks and positional encodings
Published in Energy and Buildings, 370(Part A), 118077
A multisensor dataset of energy use and activity in Dutch social housing
Published in Scientific Data (Nature)
Data-Driven Residential Energy Conservation (2014–2025)
Submitted to Energy and Built Environment Under Review
teaching
Data and Code Management
Course, DHL/CPP programme (business), Open Universiteit, 2025
Fundamentals of SQL and basic Git operations for the DHL/CPP business programme. Read more
Environmental Systems Analysis and Scenarios
Examiner, Open Universiteit, 2025
Examiner (NB2002) for a course on building and critiquing system-dynamics models of environmental scenarios. Read more
Software Engineering and AI
MSc course (co-developer), Open Universiteit, 2025
MSc course teaching students to treat AI as both a development partner and a black box to be tested and audited. Read more
Time Series Analysis and Forecasting
Course, DHL/CPP programme (business), Open Universiteit, 2026
Three lectures plus a hands-on lab covering decomposition, stationarity, ARIMA/SARIMA, and end-to-end forecasting, for the DHL/CPP business programme. Read more
Programming Practicals
Course, OpenEU programme, Open Universiteit, 2026
C programming in practice, for the OpenEU programme. Read more