Machine Learning and Model Reduction
Ferré, G., Maillet, J. B., & Stoltz, G. (2015). Permutation-invariant distance between atomic configurations. The Journal of Chemical Physics, 143(10), 104114. Preprint
Zentner, I., Ferré, G., Poirion, F., & Benoit, M. (2016). A biorthogonal decomposition for the identification and simulation of non-stationary and non-Gaussian random fields. Journal of Computational Physics, 314, 1-13.
Ferré, G., Haut, T., & Barros, K. (2017). Learning molecular energies using localized graph kernels. The Journal of Chemical Physics, 146(11), 114107. Preprint
