RESEARCH PROJECTS || LAUNCH YEARS 3 - 5
FOUNDATION MODELS FOR GENERATIVE EARTH SYSTEMS FORECASTING AND DOWNSCALING
Stephan Mandt (PI, UC Irvine)
Francesco Immorlano (Postdoc, UC Irvine)
THE METRICS RELOADED: IMPROVED SIMILARITY ASSESSMENT FOR EARTH SYSTEMS MAPS
Viviana Acquaviva (PI, CUNY / Columbia)
Gabriele Accarino (Postdoc, Columbia)
IMPROVING THE PARAMETERIZATION OF ATMOSPHERIC BOUNDARY LAYER USING PHYSICS-INFORMED MACHINE LEARNING
Sara Shamekh (PI, NYU)
Matthieu Blanke (Postdoc, NYU)
TASK AWARE MODELING FOR ENVIRONMENTAL SYSTEMS
Vipin Kumar (PI, Univ. of Minnesota)
Aleksei Rozanov (Graduate Research Assistant, Univ. of Minnesota)
LEAP: PHYSICS-IMPLEMENTATION EXPERIENCE WITH CESM (PIECES)
Brian Medeiros (PI, NCAR)
Addisu Semie (Associate Research Scientist, NCAR)
Qingyuan Yang (Associate Research Scientist, Columbia)
ATTRIBUTING EARTH SYSTEM MODEL DIVERGENCE WITH HIERARCHICAL REPRESENTATION TRANSFORMERS
David John Gagne (PI, NCAR)
Da Fan (Postdoc, NCAR)
LEVERAGING ML TO ADVANCE LAND MODELING THROUGH PARAMETER ESTIMATION AND ML PARAMETERIZATIONS
Dave Lawrence (PI, NCAR)
Linnia Hawkins (Associate Research Scientist, Columbia)
ML-ENHANCED UNIFIED ICE MICROPHYSICS SCHEME (ML-ICE) DEVELOPMENT
Kara Lamb (PI, Columbia)
Joseph Ko (Postdoc, Columbia)
BEYOND LEFT AND RIGHT: NEW EVIDENCE ON CONSUMER REACTIONS TO CORPORATE SOCIOPOLITICAL STANCE-TAKING
Vanessa Burbano (PI, Columbia Business School)
Max Kagan (Postdoc, Columbia Business School)
POLICY-MAKER RESPONSES TO SUSTAINABILITY CLAIMS
Vanessa Burbano (PI, Columbia Business School)
Max Kagan (Postdoc, Columbia Business School)
WARM RAIN MICROPHYSICS
Marcus van Lier-Walqui (PI, Columbia)
Kaitlyn Loftus (Postdoc, Columbia)
Arthur Hu (Postdoc, Columbia)
LAB TO SCHOOL: SUMMER INSTITUTE FOR K-12 TEACHERS IN NYC
Oren Pizmony-Levy (Co-PI, Teachers College)
Charles Lang (Co-PI, Teachers College)
Christina Torres (Graduate Research Assistant, Teachers College)
IMPLEMENTATION OF AUTOMATED CALIBRATION FRAMEWORK INTO CAM AND ANALYSIS OF CALIBRATED ENSEMBLES
Greg Elsaesser (PI, Columbia)
PARAMETERIZING IMPACTS OF HETEROGENEITY AT THE AIR-SEA INTERFACE
Dhruv Balwada (PI, Columbia)
Manuel Othon Gutierrez-Villanueva (Postdoc, Columbia)
Prani Nalluri (Graduate Research Assistant, Columbia)
TRANSFER LEARNING FOR EARTH SYSTEMS SCIENCE
Samory Kpotufe (PI, Columbia)
Yuyang Deng (Postdoc, Columbia)
NEW DATA ASSIMILATION
Pierre Gentine (Co-PI, Columbia)
Tian Zheng (Co-PI, Columbia)
Shuolin “Shawn” Li (Postdoc, Columbia)
IDEALIZED MODELS OF SPECTROSCOPY FOR ATMOSPHERIC MODELING
Pierre Gentine (Co-PI, Columbia)
Robert Pincus (Co-PI, Columbia)
Guillaume Bertoli (Postdoctoral Fellow, Columbia)