01 Jun Machine Learning and Process-Based Modelling in Earth & Environmental Sciences
DARE deputy director Lucy Marshall and her team published the outcome of their international collaboration on revolutionising the Earth and Environmental Sciences (EES). This paper in Hydrological Processes explores the coevolution of Machine Learning (ML) and Process-Based Modelling (PBM).
“In this perspective, we assert that the cultural barriers between the ML and PBM communities limit the potential of ML, and even its ‘hybridisation’ with PBM, for EES applications.”
To learn more, read here.