Trainability and Accuracy of Artificial Neural Networks. 2020, One World Seminar Series on the Mathematics of Machine Learning   [video] [slides]

Prediction of Extreme Events From Rogue Waves to Protein Folding. 2018, public lecture from the Aspen Center for Physics [video]

Rogue Waves and Large Deviations in the Nonlinear Schrödinger Equation with Random Initial Data. 2017, IPAM workshop on Turbulent Dissipation, Mixing and Predictability [video]