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Potential and Limitations of Machine Learning for Modeling Warm‐Rain Cloud Microphysical Processes

Journal of advances in modeling earth systems, 2020-12, Vol.12 (12), p.n/a

2020

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On the Parameterization of Evaporation of Raindrops as Simulated by a One-Dimensional Rainshaft Model

Journal of the atmospheric sciences, 2008-11, Vol.65 (11), p.3608-3619

SEIFERT, Axel

2008

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Large‐eddy simulation of the transient and near‐equilibrium behavior of precipitating shallow convection

Journal of advances in modeling earth systems, 2015-12, Vol.7 (4), p.1918-1937

2015

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Evolution of the Shape of the Raindrop Size Distribution in Simulated Shallow Cumulus

Journal of the atmospheric sciences, 2016-06, Vol.73 (6), p.2279-2297

2016

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Understanding macrophysical outcomes of microphysical choices in simulations of shallow cumulus convection

Journal of the Meteorological Society of Japan. Ser. II, 2008, Vol.86A, pp.143-162

2008

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Reynolds-number dependence of turbulence enhancement on collision growth

Atmospheric chemistry and physics, 2016-10, Vol.16 (19), p.12441-12455

2016

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Evaluation of ice particle growth in ICON using statistics of multi‐frequency Doppler cloud radar observations

Quarterly journal of the Royal Meteorological Society, 2020-10, Vol.146 (733), p.3830-3849

2020

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Turbulence effects on warm-rain formation in precipitating shallow convection revisited

Atmospheric chemistry and physics, 2016-09, Vol.16 (18), p.12127-12141

2016

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A stochastic scale‐aware parameterization of shallow cumulus convection across the convective gray zone

Journal of advances in modeling earth systems, 2016-06, Vol.8 (2), p.786-812

2016

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The Geometry of Rimed Aggregate Snowflakes: A Modeling Study

Journal of advances in modeling earth systems, 2019-03, Vol.11 (3), p.712-731

2019

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A Lagrangian drop model to study warm rain microphysical processes in shallow cumulus

Journal of advances in modeling earth systems, 2015-09, Vol.7 (3), p.1136-1154

2015

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Microphysical Scaling Relations in a Kinematic Model of Isolated Shallow Cumulus Clouds

Journal of the atmospheric sciences, 2010-05, Vol.67 (5), p.1575-1590

2010

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Turbulence effects on warm‐rain autoconversion in precipitating shallow convection

Quarterly journal of the Royal Meteorological Society, 2010-10, Vol.136 (652), p.1753-1762

2010

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The Signature of Aerosols and Meteorology in Long-Term Cloud Radar Observations of Trade Wind Cumuli

Journal of the atmospheric sciences, 2015-12, Vol.72 (12), p.4643-4659

2015

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Representing Microphysical Uncertainty in Convective‐Scale Data Assimilation Using Additive Noise

Journal of advances in modeling earth systems, 2021-10, Vol.13 (10), p.n/a

2021

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One Step at a Time: How Model Time Step Significantly Affects Convection‐Permitting Simulations

Journal of advances in modeling earth systems, 2019-03, Vol.11 (3), p.641-658

2019

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Identifying sensitivities for cirrus modelling using a two-moment two-mode bulk microphysics scheme

Tellus. Series A, Dynamic meteorology and oceanography, 2015-01, Vol.67 (1), p.24494-27

2015

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Performance of a Triclass Parameterization for the Collision―Coalescence Process in Shallow Clouds

Journal of the atmospheric sciences, 2013-06, Vol.70 (6), p.1744-1767

2013

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Hurricane Dorian Outer Rain Band Observations and 1D Particle Model Simulations: A Case Study

Atmosphere, 2020-08, Vol.11 (8), p.879

2020

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A double-moment parameterization for simulating autoconversion, accretion and selfcollection

Atmospheric research, 2001-10, Vol.59, p.265-281

2001

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Numerical Investigation of Collision-Induced Breakup of Raindrops. Part II: Parameterizations of Coalescence Efficiencies and Fragment Size Distributions

Journal of the atmospheric sciences, 2010-03, Vol.67 (3), p.576-588

2010

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An ML‐Based P3‐Like Multimodal Two‐Moment Ice Microphysics in the ICON Model

Journal of advances in modeling earth systems, 2024-08, Vol.16 (8)

2024

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The “Grey Zone” cold air outbreak global model intercomparison: A cross evaluation using large‐eddy simulations

Journal of advances in modeling earth systems, 2017-03, Vol.9 (1), p.39-64

2017

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Impact of cloud-radiative processes on hurricane track

Geophysical research letters, 2010-04, Vol.37 (7), p.n/a

2010

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Initial phase of the Hans-Ertel Centre for Weather Research – A virtual centre at the interface of basic and applied weather and climate research

Meteorologische Zeitschrift (Berlin, Germany : 1992), 2014, Vol.23 (3), p.193-208

2014

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Potential and Limitations of Machine Learning for Modeling Warm‐Rain Cloud Microphysical Processes

On the Parameterization of Evaporation of Raindrops as Simulated by a One-Dimensional Rainshaft Model

Large‐eddy simulation of the transient and near‐equilibrium behavior of precipitating shallow convection

Evolution of the Shape of the Raindrop Size Distribution in Simulated Shallow Cumulus

Understanding macrophysical outcomes of microphysical choices in simulations of shallow cumulus convection

Reynolds-number dependence of turbulence enhancement on collision growth

Evaluation of ice particle growth in ICON using statistics of multi‐frequency Doppler cloud radar observations

Turbulence effects on warm-rain formation in precipitating shallow convection revisited

A stochastic scale‐aware parameterization of shallow cumulus convection across the convective gray zone

The Geometry of Rimed Aggregate Snowflakes: A Modeling Study

A Lagrangian drop model to study warm rain microphysical processes in shallow cumulus

Microphysical Scaling Relations in a Kinematic Model of Isolated Shallow Cumulus Clouds

Turbulence effects on warm‐rain autoconversion in precipitating shallow convection

The Signature of Aerosols and Meteorology in Long-Term Cloud Radar Observations of Trade Wind Cumuli

Representing Microphysical Uncertainty in Convective‐Scale Data Assimilation Using Additive Noise

One Step at a Time: How Model Time Step Significantly Affects Convection‐Permitting Simulations

Identifying sensitivities for cirrus modelling using a two-moment two-mode bulk microphysics scheme

Performance of a Triclass Parameterization for the Collision―Coalescence Process in Shallow Clouds

Hurricane Dorian Outer Rain Band Observations and 1D Particle Model Simulations: A Case Study

A double-moment parameterization for simulating autoconversion, accretion and selfcollection

Numerical Investigation of Collision-Induced Breakup of Raindrops. Part II: Parameterizations of Coalescence Efficiencies and Fragment Size Distributions

An ML‐Based P3‐Like Multimodal Two‐Moment Ice Microphysics in the ICON Model

The “Grey Zone” cold air outbreak global model intercomparison: A cross evaluation using large‐eddy simulations

Impact of cloud-radiative processes on hurricane track

Initial phase of the Hans-Ertel Centre for Weather Research – A virtual centre at the interface of basic and applied weather and climate research

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