The solution to inverse problems is crucial for model calibration and to provide a good basis for model results to be reliable. This paper is based on a recently proposed conceptual framework for the development and application of mathematical models that require the solution of forward and inverse problems. The focus of this paper is on the discussion of some terminology related to the results of forward problems and their reanalysis, on the use of the proposed framework to revise and generalise some methods of solutions of the inverse problem, and to provide a non-standard insight in some aspects about the Bayesian approach to model calibration.

Some Remarks About Forward and Inverse Modelling in Hydrology, Within a General Conceptual Framework / M. Giudici. - In: HYDROLOGY. - ISSN 2306-5338. - 11:11(2024 Nov 09), pp. 189.1-189.19. [10.3390/hydrology11110189]

Some Remarks About Forward and Inverse Modelling in Hydrology, Within a General Conceptual Framework

M. Giudici
2024

Abstract

The solution to inverse problems is crucial for model calibration and to provide a good basis for model results to be reliable. This paper is based on a recently proposed conceptual framework for the development and application of mathematical models that require the solution of forward and inverse problems. The focus of this paper is on the discussion of some terminology related to the results of forward problems and their reanalysis, on the use of the proposed framework to revise and generalise some methods of solutions of the inverse problem, and to provide a non-standard insight in some aspects about the Bayesian approach to model calibration.
forward problems; inverse problems; mathematical modelling; groundwater hydrology; rainfall–runoff modelling; catchment hydrology;
Settore GEOS-04/C - Oceanografia, meteorologia e climatologia
   Assegnazione Dipartimenti di Eccellenza 2023-2027 - Dipartimento di SCIENZE DELLA TERRA "ARDITO DESIO"
   DECC23_020
   MINISTERO DELL'UNIVERSITA' E DELLA RICERCA
9-nov-2024
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1118648
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