EASY - FIT
Proceeding from given experimental data, i.e., observation times and measurements, the minimum least squares distances of measured data from a fitting criterion are computed, which depends on the solution of the dynamic system. Various types of one-dimensional partial differential equations are permitted, also hyperbolic ones describing shock waves. Advection, diffusion, transport, or related equations can be solved successfully by non-oscillatory discretization schemes, even with non-continuous initial or boundary conditions.A statistical analysis provides confidence intervals for estimated parameters, correlation and covariance matrix, identification of significance levels for estimated parameters, and optimum experimental design. As a by-product, curve and surface fits are available.
(Source: http://mathres.kevius.com/software.htm)
Keywords for this software
References in zbMATH (referenced in 9 articles )
Showing results 1 to 9 of 9.
Sorted by year (- Rasch, Arno; Bücker, H. Martin: EFCOSS: an interactive environment facilitating optimal experimental design (2010)
- Chudej, K.; Bauer, Marco; Pesch, H. J.; Schittkowski, K.: Numerical simulation of a Molten carbonate fuel cell by partial differential algebraic equations (2008)
- Schittkowski, Klaus: Parameter identification and model verification in systems of partial differential equations applied to transdermal drug delivery (2008)
- Schittkowski, K.: Parameter identification in one-dimensional partial differential algebraic equations (2007)
- Chudej, Kurt; Heidebrecht, Peter; Petzet, Verena; Scherdel, Sabine; Schittkowski, Klaus; Pesch, Hans Josef; Sundmacher, Kai: Index analysis and numerical solution of a large scale nonlinear PDAE system describing the dynamical behaviour of molten carbonate fuel cells (2005)
- Schittkowski, K.: Data fitting in partial differential algebraic equations: Some academic and industrial applications. (2004)
- Jonnalagadda, S. B.; Parumasur, N.; Shezi, M. N.: A user-friendly programme `SIMKINE’ for simulation of kinetics involving complex reaction mechanisms (2003)
- Frías, Jesús M.; Oliveira, Jorge C.; Schittkowski, Klaus: Modeling and parameter identification of a maltodextrin DE 12 drying process in a convection oven (2001)
- Schittkowski, K.: PDEFIT: A FORTRAN code for data fitting in partial differential equations (1999)