Homepage of

Daan Crommelin

at CWI Amsterdam

Daan Crommelin - Publications

• J. Dorrestijn, D.T. Crommelin, A.P. Siebesma, H.J.J. Jonker, Stochastic convection parameterization estimated from high-resolution model data, submitted (2012) (preprint)

• D.T. Crommelin, Estimation of space-dependent diffusions and potential landscapes from non-equilibrium data, submitted (2012)

• W. Wadman, G. Bloemhof, D. Crommelin, J. Frank, Probabilistic power flow simulation allowing temporal current overloading, submitted (2011)

• D.T. Crommelin, E. Vanden-Eijnden, Diffusion estimation from multiscale data by operator eigenpairs, Multiscale Model. Simul., (2011), Vol. 9, pages 1588-1623 (preprint) (abstract and journal link)

• A.J. Majda, C. Franzke, D. Crommelin, Normal forms for reduced stochastic climate models, Proc. Natl. Acad. Sci. USA (2009), Vol. 106, No. 10, pages 3649-3653 (abstract and journal link)

• D.T. Crommelin, E. Vanden-Eijnden, Data-based inference of generators for Markov jump processes using convex optimization, Multiscale Model. Simul. (2009), Vol. 7, pages 1751-1778 (preprint) (abstract and journal link)

• D.T. Crommelin, E. Vanden-Eijnden, Subgrid scale parameterization with conditional Markov chains, J. Atmos. Sci. (2008), Vol. 65, pages 2661-2675 (preprint) (abstract and journal link)

• C. Franzke, D.T. Crommelin, A. Fischer, A.J. Majda, A Hidden Markov Model perspective on regimes and metastability in atmospheric flows, J. Climate (2008), Vol. 21, pages 1740-1757 (abstract and journal link)

• D.T. Crommelin, E. Vanden-Eijnden, Reconstruction of diffusions using spectral data from timeseries, Comm. Math. Sci. (2006), Vol. 4, No. 3, pages 651-668 (preprint) (journal link)

• D.T. Crommelin, E. Vanden-Eijnden, Fitting timeseries by continuous-time Markov chains: A quadratic programming approach, J. Comp. Phys. (2006), Vol. 217, pages 782-805 (preprint) (abstract and journal link)

• A.J. Majda, C.L. Franzke, A. Fischer, D.T. Crommelin, Distinct metastable atmospheric regimes despite nearly Gaussian statistics: A paradigm model, Proc. Natl. Acad. Sci. USA (2006), Vol. 103, No. 22, pages 8309-8314 (abstract and journal link)

• D.T. Crommelin, Observed non-diffusive dynamics in large-scale atmospheric flow, J. Atmos. Sci. (2004), Vol. 61, No. 19, pages 2384-2396 (preprint) (abstract and journal link)

• D.T. Crommelin, A.J. Majda, Strategies for model reduction: comparing different optimal bases, J. Atmos. Sci. (2004), Vol. 61, No. 17, pages 2206-2217 (preprint) (abstract and journal link)

• D.T. Crommelin, J.D. Opsteegh, F. Verhulst, A mechanism for atmospheric regime behaviour, J. Atmos. Sci. (2004), Vol. 61, No. 12, pages 1406-1419 (preprint) (abstract and journal link)

• D.T. Crommelin, Regime transitions and heteroclinic connections in a barotropic atmosphere, J. Atmos. Sci. (2003), Vol. 60, No. 2, pages 229-246 (preprint) (abstract and journal link)

• D.T. Crommelin, Homoclinic dynamics: a scenario for atmospheric ultra-low frequency variability, J. Atmos. Sci. (2002), Vol. 59, No. 9, pages 1533-1549 (preprint) (abstract and journal link)

• D. Crommelin, J. Frank, Stochastics and computation for turbulent systems, ERCIM News (2010), No. 81, pages 28-29 (journal link)

• M. van den Akker, G. Bloemhof, J. Bosman, D. Crommelin, J. Frank, G. Yang, Optimal distributed power generation under network-load constraints, Proceedings of the 72nd European Study Group Mathematics with Industry (CWI Amsterdam, 2010), pages 25-38 (pdf)

• D. Crommelin, Clouds by chance: Improving atmosphere models with random numbers, ERCIM News (2008), No. 73, pages 25-26 (journal link)

• D.T. Crommelin, Nonlinear dynamics of atmospheric regime transitions, 2003, PhD thesis, Utrecht University, the Netherlands (pdf)