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08/17/2023
Tipping Point Forecasting in Non-Stationary Dynamics on Function Spaces
Tipping points are abrupt, drastic, and often irreversible changes in th...
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01/11/2023
Accelerating large-eddy simulations of clouds with Tensor Processing Units
Clouds, especially low clouds, are crucial for regulating Earth's energy...
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01/12/2022
Ensemble-Based Experimental Design for Targeted High-Resolution Simulations to Inform Climate Models
Targeted high-resolution simulations driven by a general circulation mod...
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09/22/2021
Epidemic Management and Control Through Risk-Dependent Individual Contact Interventions
Testing, contact tracing, and isolation (TTI) is an epidemic management ...
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02/02/2021
Unscented Kalman Inversion
A useful approach to solve inverse problems is to pair the parameter-to-...
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12/24/2020
Calibration and Uncertainty Quantification of Convective Parameters in an Idealized GCM
Parameters in climate models are usually calibrated manually, exploiting...
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04/17/2020
Learning Stochastic Closures Using Ensemble Kalman Inversion
Although the governing equations of many systems, when derived from firs...
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01/10/2020
Calibrate, Emulate, Sample
Many parameter estimation problems arising in applications are best cast...
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08/31/2017