Symplectic structure of statistical variational data assimilation. Quarterly Journal of the Royal Meteorological Society. 143:756-771. 10.1002/qj.2962 Abstract

2017. Nonlinear statistical data assimilation for HVCRA neurons in the avian song system. Biological Cybernetics. 110:417-434. 10.1007/s00422-016-0697-3 AbstractWebsite

2016. Estimating parameters and predicting membrane voltages with conductance-based neuron models. Biological Cybernetics. 108:495-516. 10.1007/s00422-014-0615-5 AbstractWebsite

2014. Dynamical estimation of neuron and network properties III: network analysis using neuron spike times. Biological Cybernetics. 108:261-273. 10.1007/s00422-014-0601-y AbstractWebsite

2014. Accurate state and parameter estimation in nonlinear systems with sparse observations. Physics Letters A. 378:869-873. 10.1016/j.physleta.2014.01.027 AbstractWebsite

2014. Dynamical estimation of neuron and network properties II: path integral Monte Carlo methods. Biological Cybernetics. 106:155-167. 10.1007/s00422-012-0487-5 AbstractWebsite

2012. Data assimilation using a GPU accelerated path integral Monte Carlo approach. Journal of Computational Physics. 230:8168-8178. 10.1016/j.jcp.2011.07.015 AbstractWebsite

2011. Dynamical estimation of neuron and network properties I: variational methods. Biological Cybernetics. 105:217-237. 10.1007/s00422-011-0459-1 AbstractWebsite

2011. State and parameter estimation using Monte Carlo evaluation of path integrals. Quarterly Journal of the Royal Meteorological Society. 136:1855-1867. 10.1002/qj.690 AbstractWebsite

2010. Dynamical state and parameter estimation. SIAM Journal on Applied Dynamical Systems. 8:1341-1381. 10.1137/090749761 AbstractWebsite

2009.