Reduced Models in Chemical Kinetics via Nonlinear Data-Mining

Nonlinear intrinsic variables and state reconstruction in multiscale simulations

(2013) Carmeline J. Dsilva et al.   JOURNAL OF CHEMICAL PHYSICS

Determination of reaction coordinates via locally scaled diffusion map

(2011) Mary A. Rohrdanz et al.   JOURNAL OF CHEMICAL PHYSICS

Approximation of slow and fast dynamics in multiscale dynamical systems by the linearized Relaxation Redistribution Method

(2011) Eliodoro Chiavazzo   JOURNAL OF COMPUTATIONAL PHYSICS

Adaptive simplification of complex multiscale systems

(2011) Eliodoro Chiavazzo et al.   PHYSICAL REVIEW E

Coupling of the model reduction technique with the lattice Boltzmann method for combustion simulations

(2010) Eliodoro Chiavazzo et al.   COMBUSTION AND FLAME

Exploration of effective potential landscapes using coarse reverse integration

(2009) Thomas A. Frewen et al.   JOURNAL OF CHEMICAL PHYSICS

Graph Laplacian Tomography From Unknown Random Projections

(2008) R.R. Coifman et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Manifold parametrizations by eigenfunctions of the Laplacian and heat kernels

(2008) P. W. Jones et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA