Po-Lun Ma

发表

Exploring Variable and Uniform Resolution Modeling Approaches Using Global MPAS-A Aquaplanet Simulations: Sensitivity to Specification of Equatorial Channel

M. Martini, William I. Gustafson, Po-Lun Ma, 2014 .

Toward an in-situ analytics and diagnostics framework for earth system models

Kwo-Sen Kuo, Scott Klasky, Valentine G. Anantharaj, 2017 .

Characterizing the Relative Importance Assigned to Physical Variables by Climate Scientists when Assessing Atmospheric Climate Model Fidelity

Philip J. Rasch, Lisa M. Bramer, Aritra Dasgupta, 2018, Advances in Atmospheric Sciences.

The Usage of Observing System Simulation Experiments and Reinforcement Learning to Optimize Experimental Design and Operation

V. Chandrasekar, Po-Lun Ma, Adam Varble, 2021 .

Physically regularized machine learning emulators of aerosol activation

Joseph C. Hardin, Daniel Rothenberg, Po-Lun Ma, 2021 .

On the estimation of boundary layer heights: a machine learning approach

David D. Turner, Larry K. Berg, Po-Lun Ma, 2021 .

Structurally flexible cloud microphysics, observationally constrained at all scales via ML-accelerated Bayesian inference

Pierre Gentine, Derek Posselt, Po-Lun Ma, 2021 .

Transforming ESM Physical Parameterization Development Using Machine Learning Trained on Global Cloud-Resolving Models and Process Observations

Po-Lun Ma, Peter Caldwell, Christopher Bretherton, 2021 .

Better calibration of cloud parameterizations and subgrid effects increases the fidelity of E3SM Atmosphere Model version 1

Richard Neale, Larry K. Berg, Andrew Gettelman, 2021 .

Technical Note: On the use of nudging for aerosol–climate model intercomparison studies

Hui Wan, Philip J. Rasch, Steven J. Ghan, 2014 .

Natural aerosols explain seasonal and spatial patterns of Southern Ocean cloud albedo

Robert Wood, Po-Lun Ma, Dennis L. Hartmann, 2015, Science Advances.

A Sensitivity Study of Radiative Fluxes at the Top of Atmosphere to Cloud-Microphysics and Aerosol Parameters in the Community Atmosphere Model CAM5

Sally A. McFarlane, Po-Lun Ma, Zhangshuan Hou, 2013 .

Evaluation of observed and modelled aerosol lifetimes using radioactive tracers of opportunity and an ensemble of 19 global models

Michael Schulz, P. J. Rasch, Theodoros Christoudias, 2015 .