Deep Learning recognizes weather and climate patterns


Karthik Kashinath1, Mr Prabhat2, Mayur Mudigonda3, Ankur Mahesh4, Soo Kyung Kim5, Yunjie Liu6, Samira Kahou7, Benjamin A Toms8, Evan Racah9, Christopher Beckham10, Chris Pal10, Tegan Maharaj10, Jim Biard11, Kenneth Kunkel12, Dean Norman Williams13, Travis Allen O'Brien14, Michael F Wehner15 and William Drew Collins16, (1)NVIDIA Corporation, Santa Clara, CA, United States, (2)Lawrence Berkeley National Laboratory, Berkeley, CA, United States, (3)University of California Berkeley, Berkeley, CA, United States, (4)Lawrence Berkeley National Laboratory, Earth and Environmental Science, Berkeley, United States, (5)LLNL, Livermore, United States, (6)UC Davis-Land, Air, Water Rsrc, Davis, CA, United States, (7)Microsoft Research, Montreal, Canada, (8)Colorado State University, Fort Collins, CO, United States, (9)Cooperative Institute for Climate and Satellites, Asheville, NC, United States, (10)U. Montreal, Montreal, Canada, (11)Cooperative Institute for Climate and Satellite North Carolina State, Asheville, NC, United States, (12)University of Illinois at Urbana Champaign, Urbana, United States, (13)Lawrence Livermore National Laboratory, Livermore, CA, United States, (14)Lawrence Berkeley National Lab, Climate & Ecosystem Sciences Division, Berkeley, United States, (15)Applied Mathematics and Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, United States, (16)Berkeley Lab and UC Berkeley, Berkeley, United States
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