Regular biography
Dr Nicolas Boulle is an Assistant Professor in Applied Mathematics at the Department of Mathematics, Imperial College London. His research interests are currently not specified in available sources. Dr Boulle's profile page provides limited information, and further details about his academic background, publications, or specific research areas are not accessible through the provided resources.
Scholar-generated biography
Nicolas Boullé is an Assistant Professor at Imperial College London, specializing in Numerical analysis, Deep learning, and Scientific machine learning. His research focuses on developing mathematical frameworks for operator learning, rational neural networks, and data-driven discovery of Green’s functions. He explores the application of deep learning to solve partial differential equations, chaotic time series classification, and dynamical systems. His work also includes bifurcation analysis, deflation techniques, and the convergence of dynamic mode decomposition. Boullé's contributions emphasize the intersection of numerical methods and machine learning to enhance scientific modeling and computation.