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MINGO NDIWAGO Damian

ORCID
0009-0007-5187-7661
Main Referenced Co-authors
HALE, Jack  (6)
LEY, Christophe  (6)
Nijzink, Remko (4)
SCHYMANSKI, Stanislaus  (3)
Main Referenced Keywords
Bayes factor (2); Replica Exchange Hamiltonian Monte Carlo (2); Thermodynamic integration (2); Wasserstein Impact Measure (2); , Rainfall-runoff models (1);
Main Referenced Unit & Research Centers
ULHPC - University of Luxembourg: High Performance Computing (1)
Main Referenced Disciplines
Engineering, computing & technology: Multidisciplinary, general & others (6)
Mathematics (6)
Environmental sciences & ecology (4)
Earth sciences & physical geography (2)
Civil engineering (1)

Publications (total 8)

The most downloaded
136 downloads
MINGO NDIWAGO, D. (21 May 2021). Uncertainty, precision and reliability of eco-hydrological models [Paper presentation]. DTU DRIVEN Colloquium, University of Luxembourg, Luxembourg. https://hdl.handle.net/10993/47273

MINGO NDIWAGO, D., Nijzink, R., LEY, C., & HALE, J. (12 March 2025). Selecting a conceptual hydrological model using Bayes' factors computed with replica exchange Hamiltonian Monte Carlo and thermodynamic integration. Geoscientific Model Development, 18 (5), 1709-1736. doi:10.5194/gmd-18-1709-2025
Peer Reviewed verified by ORBi

MINGO NDIWAGO, D. (2024). BAYESIAN MODEL SELECTION AND PRIOR IMPACT ASSESSMENT WITH A FOCUS ON DYNAMICAL SYSTEMS [Doctoral thesis, Unilu - University of Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/64536

MINGO NDIWAGO, D., HALE, J., & LEY, C. (2024). Bayesian prior impact assessment for dynamical systems described by ordinary differential equations. (Preprint). ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/61471.

MINGO NDIWAGO, D., LEY, C., & HALE, J. (15 December 2023). Using optimal transport to assess the impact of prior choice on Bayesian parameter inference in dynamical systems [Paper presentation]. 16th International Conference of the ERCIM WG on Computational and Methodological Statistics and 17th International Conference on Computational and Financial Econometrics, Berlin, Germany.

MINGO NDIWAGO, D., Nijzink, R., LEY, C., SCHYMANSKI, S., & HALE, J. (24 April 2023). Thermodynamic integration via Replica Exchange Hamiltonian Monte Carlo for faster sampling and model comparison [Paper presentation]. EGU General Assembly, Vienna, Austria. doi:10.5194/egusphere-egu23-2910

MINGO NDIWAGO, D., Nijzink, R., LEY, C., SCHYMANSKI, S., & HALE, J. (25 January 2023). Using replica exchange Hamiltonian Monte Carlo and thermodynamic integration for comparison of dynamic rainfall-runoff models [Paper presentation]. Luxembourg-Waseda Conference on Modelling and Inference for Complex Data, Belval, Luxembourg.

MINGO NDIWAGO, D., Nijzink, R., LEY, C., SCHYMANSKI, S., & HALE, J. (05 June 2022). Using Bayes factors to compare dynamical models of hydrological systems [Paper presentation]. 5th International Conference on Econometrics and Statistics (EcoSta 2022), Kyoto, Japan.

MINGO NDIWAGO, D. (21 May 2021). Uncertainty, precision and reliability of eco-hydrological models [Paper presentation]. DTU DRIVEN Colloquium, University of Luxembourg, Luxembourg.

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