TY - RPRT TI - Enhancing Short-Range Weather Forecasts through Temporal Variation Encoding: A Multiperiod Embedding Approach AU - Fan, Ming [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000235872795) AU - Kang, Hyun-Gyu [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:000000016073918X) AU - Zhang, Wei [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0009000728061891) AU - Restrepo, Juan M. [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Univ. of Tennessee, Knoxville, TN (United States)] (ORCID:0000000326092882) AU - Birdwell, Kevin R. [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000239108401) AU - Xu, Min [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000334430300) AU - Evans, Katherine J. [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000181746450) PY - 2025 DO - 10.1175/aies-d-24-0119.1 UR - https://www.osti.gov/biblio/3004305 ID - 3004305 ER -