Physics-Constrained Deep Learning of Aerosol Microphysics

Paula Harder1, Duncan Watson-Parris2, Philip Stier3, Dominik Strassel4, Nicolas R Gauger5 and Janis Keuper4, (1)Fraunhofer Institute, Kaiserslautern, Germany, (2)University of Oxford, Oxford, United Kingdom, (3)University of Oxford, Department of Physics, Oxford, United Kingdom, (4)Fraunhofer ITWM, Kaiserslautern, Germany, (5)University of Kaiserslautern, Kaiserslautern, Germany