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  1. AGU Members
  2. Karan Jakhar
Member Since 2022
Karan Jakhar
Research Assistant , Rice University
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Professional Experience
Rice University
Research Assistant
2021 - Present
Education
Texas A&M University College Station
Masters
2020
Karan's AGU Research
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Can AI climate emulators quantify the statistics of unseen weather extremes?
DEVELOPMENTS IN MACHINE LEARNING ACROSS EARTH SYSTEM MODELING: SUBGRID-SCALE PARAMETERIZATIONS, EMULATION, AND HYBRID MODELING I ORAL
nonlinear geophysics | 16 december 2025
An Analytical and Data-discovered Accurate and Stable Subgrid-scale Closure for Geophysical Turbulence
DATA-DRIVEN SCIENCE: DEVELOPMENTS IN MACHINE LEARNING SUBGRID-SCALE PARAMETERIZATIONS AND IN REANALYSES ACROSS EARTH SYSTEM MODELING I ORAL
nonlinear geophysics | 12 december 2024
Extreme Value Theory: A Suitable Tool for the Rarest Extreme Weather Events?
EXTREME VARIABILITY AND COMPLEXITY: BRIDGING MATHEMATICS, PHYSICS, AND INFORMATION TECHNOLOGIES FROM URBAN SYSTEMS TO CLIMATE, GEOPHYSICS, AND PANDEMICS II POSTER
nonlinear geophysics | 11 december 2024
Learning Closed‐Form Equations for Subgrid‐Scale Closures From High‐Fidelity Data: Promises and Challenges
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS
02 july 2024
Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges
MACHINE LEARNING SUBGRID-SCALE PARAMETERIZATIONS FOR EARTH SYSTEM MODELING II POSTER
nonlinear geophysics | 14 december 2023
Closed-form Discovery of Subgrid-Scale Closures: Promises and Challenges
DATA-DRIVEN SUBGRID-SCALE PARAMETERIZATIONS FOR EARTH SYSTEM MODELING III POSTER
nonlinear geophysics | 13 december 2022
Honors & Awards
Outstanding Student Presentation Award
Received December 2023

Presentation Title: Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges

Event: 2023 AGU Annual Meeting

Awarding Section: Nonlinear Geophysics

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