manifold learning

B. Hashemian, M. Arroyo (2015). Topological obstructions in the way of data-driven collective variables. The Journal of Chemical Physics, 142(4).

B. Hashemian, D. Millán, M. Arroyo (2013). Modeling and enhanced sampling of molecular systems with smooth and nonlinear data-driven collective variables. The Journal of chemical physics, 139(21).

D. Millán, A. Rosolen, M. Arroyo (2013). Nonlinear manifold learning for meshfree finite deformation thin-shell analysis. International Journal for Numerical Methods in Engineering, 93(7), 685--713.

D. Millán, M. Arroyo (2013). Nonlinear manifold learning for model reduction in finite elastodynamics. Computer Methods in Applied Mechanics and Engineering, 261, 118--131.

M. Arroyo, L. Heltai, D. Millán, A. DeSimone (2012). Reverse engineering the euglenoid movement. Proceedings of the National Academy of Sciences, 109(44), 17874--17879.