PPT-Ensemble Emulation Feb. 28 – Mar. 4, 2011

Keith Dalbey PhD Sandia National Labs Dept 1441 Optimization amp Uncertainty Quantification Abani K Patra PhD Department of Mechanical amp Aerospace Engineering University at Buffalo. for the NCEP GFS. Tom Hamill, for . Jeff . Whitaker. NOAA Earth System Research Lab, Boulder, CO, USA. jeffrey.s.whitaker@noaa.gov. Daryl Kleist, Dave Parrish and John . Derber. National Centers for Environmental Prediction, Camp Springs, MD, USA. Boosting, Bagging, Random Forests and More. Yisong Yue. Supervised Learning. Goal:. learn predictor h(x) . High accuracy (low error). Using training data {(x. 1. ,y. 1. ),…,(. x. n. ,y. n. )}. Person. . Thorpex-Tigge. . and use in Applications. Tom Hopson. Outline. Thorpex. -Tigge. data set. Ensemble forecast examples:. a) Southwestern African . flooding. . TIGGE, the THORPEX Interactive Grand Global Ensemble. Simon . Lang, . Martin . Leutbecher, Massimo Bonavita. Initialization of the EPS. The ensemble of data assimilations (EDA) is used to estimate analysis uncertainty for the ensemble.. In the current configuration the EDA perturbations are re-. Ensemble Clustering. unlabeled . data. ……. F. inal . partition. clustering algorithm 1. combine. clustering algorithm . N. ……. clustering algorithm 2. Combine multiple partitions of . given. data . Jeffrey van der Hoeven. 3rd LIBER workshop, Vienna, May 20th, 2014. 2. What. is . emulation. ?. In a . nutshell. …. Emulation. Emulator. Digital . object. document, game, web site, . utilities. , etc.. Anti-Anti-Virus. Anti-Anti-Virus. All viruses self-replicate. Anti-anti-virus means it’s “openly hostile” to AV. Anti-anti-virus techniques?. Aggressively attack AV software. Make analysis of virus difficult. Molly Smith, Ryan Torn, . Kristen . Corbosiero. , and Philip . Pegion. NWS Focal Points: . Steve . DiRienzo. . and Mike . Jurewicz. . WFO . BGM Sub-Regional Workshop . 23 September, 2015. Motivation. RTL performance verification. June 4, 2014. DaeSeo Cha. Infrastructure Design Center. System LSI Division. Samsung Electronics Co., Ltd.. Current Performance Verification. System Architecture Specification . Index: A Year-2 JHT Project Update. This NOAA JHT project is being funded by the USWRP in NOAA/OAR’s Office of Weather and Air Quality, with elements of the research funded by the GOES-R Risk Reduction Program . Molly Smith, Ryan Torn, . Kristen . Corbosiero. , and Philip . Pegion. NWS Focal Points: . Steve . DiRienzo. and Mike . Jurewicz. . Fall 2016 CSTAR Meeting. 2 . November, . 2016. Motivation. Landfalling. Bright, . Colle. , . DiMego. , Hacker, Whitaker. 22 Aug. 2012. DTC SAB ensemble task. 1. Primary recommendation. Continue to pursue long-term goal of pivotal and more tangible role in research-to-operations (R2O) transitions. . July 8. th. Brecht . Vermeulen. How to build a larger experiment. Build backbone on 3 . testbeds. Layer 2 connectivity = stitching VLANs. SDX = software defined exchange. . eases connectivity (=exchange). Transcendence . (2014). https://www.youtube.com/watch?v=. 280qnrHpuc8. . Technology Singularity . A hypothetical moment in time when artificial intelligence will have progressed to the point of a greater-than-human intelligence .