Expertises
Earth and Planetary Sciences
- Model
- Landslide
- Time
- Modeling
- Occurrence
- Hazard
- Datum
Computer Science
- Models
Organisaties
Mijn huidige onderzoeksonderwerp is de geofysische en geo-AI-gebaseerde evaluatie en modellering van door Earhtuqkae veroorzaakte aardverschuivingen. Maar ik ben geïnteresseerd in alles wat met natuurkunde, wiskunde, programmeren en aardwetenschappen te maken heeft.
Publicaties
2025
Dataset "Machine learning for natural hazard mapping" (2025)[Dataset Types › Dataset]. Zenodo. Dahal, A.https://doi.org/10.5281/zenodo.14626080Distribution-agnostic landslide hazard modelling via Graph Transformers (2025)Environmental modelling & software, 183. Article 106231. Belvederesi, G., Tanyas, H., Lipani, A., Dahal, A. & Lombardo, L.https://doi.org/10.1016/j.envsoft.2024.106231Towards physics-informed neural networks for landslide prediction (2025)Engineering geology, 344, 1-14. Article 107852. Dahal, A. & Lombardo, L.https://doi.org/10.1016/j.enggeo.2024.107852
2024
Geophysical and Geo-AI based evaluation and modelling of earthquake induced landslides (2024)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). Dahal, A.https://doi.org/10.3990/1.9789036563031Quantifying the influence of topographic amplification on the landslides triggered by the 2015 Gorkha earthquake (2024)Communications Earth & Environment, 5, 1-10. Article 678. Dahal, A., Tanyas, H., Mai, P. M., van der Meijde, M., van Westen, C. & Lombardo, L.https://doi.org/10.1038/s43247-024-01822-9Code For "Quantifying the influence of topographic amplification on coseismic landslides: Insights from the 2015 Gorkha Earthquake" (2024)[Dataset Types › Dataset]. Zenodo. Dahal, A.https://doi.org/10.5281/zenodo.13880239At the junction between deep learning and statistics of extremes: Formalizing the landslide hazard definition (2024)Journal of Geophysical Research: Machine Learning and Computation, 1(3), 1-22. Dahal, A., Huser, R. & Lombardo, L.https://doi.org/10.1029/2024JH000164A closer look into variables controlling hillslope deformations in the Three Gorges Reservoir Area (2024)Engineering geology, 337. Article 107584. Sang, H., Chang, L., Xi, C., Dahal, A., Lombardo, L., van Westen, C. J., Shi, B. & Tanyas, H.https://doi.org/10.1016/j.enggeo.2024.107584An ensemble neural network approach for space–time landslide predictive modelling (2024)International Journal of Applied Earth Observation and Geoinformation (JAG), 132. Article 104037. Lim, J., Santinelli, G., Dahal, A., Vrieling, A. & Lombardo, L.https://doi.org/10.1016/j.jag.2024.104037Dataset "Machine learning for natural hazard mapping" (2024)[Dataset Types › Dataset]. Zenodo. Dahal, A.https://doi.org/10.5281/zenodo.12723316
Onderzoeksprofielen
Vakken collegejaar 2024/2025
Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.
Adres
Universiteit Twente
Langezijds (gebouwnr. 19), kamer 1415
Hallenweg 8
7522 NH Enschede
Universiteit Twente
Langezijds 1415
Postbus 217
7500 AE Enschede
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