Dr. Derick Nganyu Tanyu

Projects

1. Automated data-driven damage detection (01.10.2023 - 30.09.2026)

Publications (Selection)complete list

1. D. Nganyu Tanyu, I. Michel, A. Rademacher, J. Kuhnert, P. Maaß.
   Parameter Identification by Deep Learning of a Material Model for Granular Media.
   GEM -- International Journal on Geomathematics, 15(13), 2024.

   DOI: 10.1007/s13137-024-00253-0
   online at: https://arxiv.org/abs/2307.04166

2. D. Nganyu Tanyu, J. Ning, T. Freudenberg, N. Heilenkötter, A. Rademacher, U. Iben, P. Maaß.
   Deep learning methods for partial differential equations and related parameter identification problems.
   Inverse Problems, 39(10), 2023.

   DOI: 10.1088/1361-6420/ace9d4

3. D. Nganyu Tanyu, J. Ning, A. Hauptmann, B. Jin, P. Maaß.
   Electrical Impedance Tomography: A Fair Comparative Study on Deep Learning and Analytic-based Approaches.
   Zur Veröffentlichung eingereicht.

   online at: https://arxiv.org/abs/2310.18636

4. D. Nganyu Tanyu.
   On the Interplay between Deep Learning Partial Differential Equations and Inverse Problems.
   Dissertationsschrift, Universität Bremen, 2023.
5. D. Nganyu Tanyu, D. Schulz, T. Tatietse, T. Lukong.
   Long Term Electricity Load Forecast Based on Machine Learning for Cameroon’s Power System.
   Energy and Environment Research, 12(1), 2022.

   DOI: 10.5539/eer.v12n1p45
   online at: https://ccsenet.org/journal/index.php/eer/article/view/0/47276