Generating Physically-Consistent High-Resolution Climate Data with Hard-Constrained Neural Networks
Paula Harder1, Qidong Yang2, Venkatesh Ramesh3, Alex Hernandez-Garcia3, Prasanna Sattigeri4, Campbell Watson5, Daniela Szwarcman6 and David Rolnick3, (1)Fraunhofer Institute, Kaiserslautern, Germany, (2)Columbia University of New York City, Department of Applied Physics and Applied Mathematics, New York, NY, United States, (3)Mila Quebec AI Institute, Montreal, Canada, (4)IBM Research, New York, United States, (5)IBM Research, Yorktown Heights, United States, (6)IBM Research, Rio de Janeiro, Brazil
