@PhDThesis{ Paparella:2024, author = {Biagio Paparella}, title = {{The Signature Transform in Numerics and Machine Learning}}, school = {Institut f\"ur Numerische Simulation, Universit\"{a}t Bonn}, year = {2024}, annote = {INSdiss,thesis}, type = {Dissertation} }