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2014
K. Tøndel and H. Martens. "Analyzing complex mathematical model behavior by Partial Least Squares Regression-based Multivariate Metamodeling." Wiley Interdisciplinary Reviews: Computational Statistics 6 (2014): 440-475.
O. Nordbø, P. Lamata, S. Land, S. A. Niederer, J. M. Aronsen, W. E. Louch, I. Sjaastad, H. Martens, A. B. Gjuvsland, K. Tøndel et al. "A computational pipeline for quantification of mouse myocardial stiffness parameters." Computers in Biology and Medicine 53 (2014): 65-75.
V. Tafintseva, K. Tøndel, A. Ponosov and H. Martens. "Global structure of sloppiness in a nonlinear model." Journal of Chemometrics 28, no. 8 (2014): 645-655.
2013
K. Tøndel, J. O. Vik, H. Martens, U. G. Indahl, N. P. Smith and S. W. Omholt. "Hierarchical Multivariate Regression-Based Sensitivity Analysis Reveals Complex Parameter Interaction Patterns in Dynamic Models." Chemometrics and Intelligent Laboratory Systems 120 (2013): 25-41.
H. Martens, K. Tøndel, V. Tafintseva, A. Kohler, E. Plathe, J. O. Vik, A. B. Gjuvsland and S. W. Omholt. "PLS-Based Multivariate Metamodeling of Dynamic Systems." In New Perspectives in Partial Least Squares and Related Methods, edited by H. Abdi, W. W. Chin, V. E. Vinzi, G. Russolillo and L. Trinchera, 3-30. Vol. 56. New York: Springer, 2013.
2012
K. Tøndel, U. G. Indahl, A. B. Gjuvsland, S. W. Omholt and H. Martens. "Multi-Way Metamodelling Facilitates Insight Into the Complex Input-Output Maps of Nonlinear Dynamic Models." BMC Systems Biology 6 (2012): 88.
2011
K. Tøndel, U. G. Indahl, A. B. Gjuvsland, J. O. Vik, P. J. Hunter, S. W. Omholt and H. Martens. "Hierarchical Cluster-Based Partial Least Squares Regression Is an Efficient Tool for Metamodelling of Nonlinear Dynamic Models." BMC Systems Biology 5 (2011): 90.
2010
H. Martens, I. Måge, K. Tøndel, J. Isaeva, M. Høy and S. Sæbø. "Multi-Level Binary Replacement (MBR) Design for Computer Experiments in High-Dimensional Nonlinear Systems." Journal of Chemometrics 24, no. 11-12 (2010): 748-756.
K. Tøndel, A. B. Gjuvsland, I. Måge and H. Martens. "Screening Design for Computer Experiments: Metamodelling of a Deterministic Mathematical Model of the Mammalian Circadian Clock." Journal of Chemometrics 24, no. 11-12 (2010): 738-747.