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68

Day

Time (Eastern Time)/Room

Room

Session/Title

Authors/Presenters

1

Tuesday, January 127, 2025

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17

Monday, January 13, 2025

18

9:15 AM - 9:30 AM

215/216 (New Orleans Ernest N. Morial Convention Center)

J1A.4 The Genesis and Impact of Pyrocumulonimbus: Insights from DOE’s Novel Multiscale Simulation Framework

Ziming Ke, LLNL, Livermore, CA; Lawrence Livermore National Laboratory, Livermore, CA; and Q. Tang, J. Zhang, Y. Chen, J. T. Randerson1:00 PM - 2:00 PM

How well does the SCREAM simulate deep convection during the TRACER?

Youtong Zheng Prof, University of Houston, Houston, TX; and R. K. T. Oware, M. Millangoda, H. Y. Ma, Y. Zhang, P. A. Bogenschutz, Y. Wen, and YH. ZhangJing

193

111:30 AM 00 PM - 112:45 AM

215/216 (New Orleans Ernest N. Morial Convention Center)

J2A.4 Volatility-Based Aging of Biomass Burning Organic Aerosol in the Unified Model

Kate Johnson, Carnegie Mellon University, Pittsburgh, PA; and H. Gordon

20

2:15 PM - 2:30 PM

224 00 PM

Using Multi-input Multi-output Autoencoders (MIMO-AE) to enhance predictability of Southeastern US Precipitation from Tropical Pacific Sea Surface Temperatures

Aarav Sahoo, Farragut High School, Farragut, TN; and S. Mahajan and L. S. Passarella

4

Sunday, January 12, 2025

5

6:30 PM - 8:30 PM

Hall C (New Orleans Ernest N. Morial Convention Center)

J3A.3 In-cloud Variability of Droplet Number Concentration and its Implications for Microphysics Parameterizations

Mikhail Ovchinnikov, Pacific Northwest National Laboratory, Richland, WA; and P. L. Ma and C. Kaul

21

2:15 PM - 2:30 PM

244 ( Scaling UXarray: Bridging the Gap for High-Performance Unstructured Grid Analysis

Rachel Tam, University of Illinois, Urbana-Champaign, Urbana, IL; NCAR, Boulder, CO; and P. Chmielowiec and O. Eroglu

6

7

8

Monday, January 13, 2025

9

9:00 AM - 9:15 AM

220 (New Orleans Ernest N. Morial Convention Center)

  3A.3 Quantifying the impact of the convective wind gust parameter on land model estimates of the surface energy balance at kilometer scales that resolve convective gusts

Seth Colston, Iowa State University, Ames, IA; and I. N. Williams

22

3:00 PM - 4:30 PM

Comparison of Wind Farm Parameterization Performance in two Mesoscale Models: Preparation for Surrogate Wind Farm Model Incorporation into Global Exascale Models

Melissa Allen-Dumas, ORNL, Oak Ridge, TN; and M. Natarajan, S. Slattery, and A. Almgren

23

3:00 PM - 4:30 PM

Investigating Northern Hemisphere Warming Responses to the Mt. Pinatubo Eruption through Limited Variability Ensembles

Thomas Stephen Ehrmann, Sandia National Laboratories, Albuquerque, NM; and B. M. Wagman, D. Bull, H. Brown, B. Hillman, K. Peterson, L. P. Swiler, J. E. Watkins, and J. L. Hart

24

3:00 PM - 4:30 PM

Hall C 1B.3 Constraining aerosol-cloud interactions in an E3SMv3 perturbed parameter ensemble using ARM observations

Jacqueline M. Nugent, Univ. of Wyoming, Laramie, WY; and D. McCoy, A. Mikkelsen, and A. Kirby

10

9:00 AM - 9:15 AM

215/216 (New Orleans Ernest N. Morial Convention Center)

J1A.3 The Influence of Wildfire on Interannual Variability and Long-Term Trends in Global Aerosol Composition (Invited Presentation)

James Randerson, UC Irvine, Irvine, CA; and L. Xu, Y. Chen, M. Mu, Q. Tang, D. Morton, D. van Wees, and G. van Der Werf

11

12

9:15 AM - 9:30 AM

215/216 (New Orleans Ernest N. Morial Convention Center)

J1A.4 The Genesis and Impact of Pyrocumulonimbus: Insights from DOE’s Novel Multiscale Simulation Framework

Ziming Ke, LLNL, Livermore, CA; Lawrence Livermore National Laboratory, Livermore, CA; and Q. Tang, J. Zhang, Y. Chen, J. T. Randerson, P. A. Bogenschutz, and Y. Zhang

13

11:30 AM - 11:45 AM

215/216 (New Orleans Ernest N. Morial Convention Center)

Impact of Tropical Storms on Wind Energy Resilience in the Eastern United States and Offshore

Sha Feng, PNNL, Richland, WA

25

3:00 PM - 4:30 PM

Hall C J2A.4 Volatility-Based Aging of Biomass Burning Organic Aerosol in the Unified Model

Kate Johnson, Carnegie Mellon University, Pittsburgh, PA; and H. Gordon

14

2:15 PM - 2:30 PM

224 (New Orleans Ernest N. Morial Convention Center)

Land Model Sensitivity to Leaf Area Index in CESM2 and E3SM

James Lende, University of Arizona, Tucson, AZ; and X. Zeng and M. A. Brunke

26

3:00 PM - 4:30 PM

Hall C J3A.3 In-cloud Variability of Droplet Number Concentration and its Implications for Microphysics Parameterizations

Mikhail Ovchinnikov, Pacific Northwest National Laboratory, Richland, WA; and P. L. Ma and C. Kaul

15

2:15 PM - 2:30 PM

244 (New Orleans Ernest N. Morial Convention Center)

Probabilistic Subseasonal-to-Seasonal Prediction of Precipitation in E3SM using XAI

Jolan von Plutzner, Colorado State University, Fort Collins, CO

27

5:45 PM - 6:00 PM

203/204 (New Orleans Ernest N. Morial Convention Center)

4.6 Modulation of the Predictability of the MJO by Land Surface Temperature Patterns

Samson M. Hagos, Pacific Northwest National Laboratory, Richland, WA; and C. C. Chang, S. W. LUBIS, P. L. Ma, K. Balaguru, P. Shi, O. Garuba, and L. R. Leung

2829303132
33

Tuesday, January 14, 2025

34

8:30 AM - 8:45 AM

224 (New Orleans Ernest N. Morial Convention Center)

5.1 Improved Tropical Variability of Clouds and Precipitation in the E3SM Atmosphere Model with New Physics Parameterizations (Invited Presentation)

Shaocheng Xie, Lawrence Livermore National Laboratory, Livermore, CA; and C. R. Terai, X. song, J. C. C. Chen, J. Fan, G. Zhang, J. H. Richter, J. Shpund, W. Lin, J. C. Golaz, V. E. Larson, M. W. Moncrieff, Y. Shan, C. Zhang, K. Zhang, and Y. Zhang

35

8:45 AM - 9:00 AM

238  3A.3 Quantifying the impact of the convective wind gust parameter on land model estimates of the surface energy balance at kilometer scales that resolve convective gusts

Seth Colston, Iowa State University, Ames, IA; and I. N. Williams

16

3:00 PM - 4:30 PM

Comparison of Wind Farm Parameterization Performance in two Mesoscale Models: Preparation for Surrogate Wind Farm Model Incorporation into Global Exascale Models

Melissa Allen-Dumas, ORNL, Oak Ridge, TN; and M. Natarajan, S. Slattery, and A. Almgren

17

3:00 PM - 4:30 PM

Investigating Northern Hemisphere Warming Responses to the Mt. Pinatubo Eruption through Limited Variability Ensembles

Thomas Stephen Ehrmann, Sandia National Laboratories, Albuquerque, NM; and B. M. Wagman, D. Bull, H. Brown, B. Hillman, K. Peterson, L. P. Swiler, J. E. Watkins, and J. L. Hart

18

3:00 PM - 4:30 PM

Hall C (New Orleans Ernest N. Morial Convention Center)

Impact of Tropical Storms on Wind Energy Resilience in the Eastern United States and Offshore

Sha Feng, PNNL, Richland, WA

19

3:00 PM - 4:30 PM

Hall C (New Orleans Ernest N. Morial Convention Center)

5.2 Comparing S2S Prediction Skill in E3SM and CESM

Anne S. Glanville, NCAR, Boulder, CO; and J. H. Richter, K. Huang, N. Rosenbloom, and S. G. Yeager

36

9:45 AM - 10:00 AM

224 Land Model Sensitivity to Leaf Area Index in CESM2 and E3SM

James Lende, University of Arizona, Tucson, AZ; and X. Zeng and M. A. Brunke

20

3:00 PM - 4:30 PM

Hall C (New Orleans Ernest N. Morial Convention Center)

5.6 Machine-Learning-Based and Process-Oriented Model Calibration on Turbulence and Clouds

Yunyan Zhang, LLNL, Livermore, CA; and H. Tang, T. Su, P. A. Bogenschutz, S. A. Klein, and C. S. Jackson, PhD

37

2:30 PM - 2:45 PM

221 Probabilistic Subseasonal-to-Seasonal Prediction of Precipitation in E3SM using XAI

Jolan von Plutzner, Colorado State University, Fort Collins, CO

21

5:45 PM - 6:00 PM

203/204 (New Orleans Ernest N. Morial Convention Center)

4.6 Modulation of the Predictability of the MJO by Land Surface Temperature Patterns

Samson M. Hagos, Pacific Northwest National Laboratory, Richland, WA; and C. C. Chang, S. W. LUBIS, P. L. Ma, K. Balaguru, P. Shi, O. Garuba, and L. R. Leung

22

23

24

25

26

27

Tuesday, January 14, 2025

28

8:30 AM - 8:45 AM

224 (New Orleans Ernest N. Morial Convention Center)

 7.4 The Atmospheric Effect of Aerosols on Future Tropical Cyclone Frequency 5.1 Improved Tropical Variability of Clouds and Precipitation in the Energy Exascale Earth System Model

Ana Claudia Thome Sena, Iowa State University, AMES, IA; and C. M. Patricola, A. H. Sobel, and S. J. Camargo, PhD

38

4:30 PM - 4:45 PM

Great Hall C (First Floor, New Orleans Ernest N. Morial Convention Center)

 8.1 The Influence of Warren Washington and Jerry Meehl on the Energy Exascale Earth System Model Development Strategy

David C. Bader, LLNL, Livermore, CA; LLNL, Livermore, CA; and J. C. Golaz, L. R. Leung, M. A. Taylor, and R. McCoy

39

4:45 PM - 5:00 PM

221 E3SM Atmosphere Model with New Physics Parameterizations (Invited Presentation)

Shaocheng Xie, Lawrence Livermore National Laboratory, Livermore, CA; and C. R. Terai, X. song, J. C. C. Chen, J. Fan, G. Zhang, J. H. Richter, J. Shpund, W. Lin, J. C. Golaz, V. E. Larson, M. W. Moncrieff, Y. Shan, C. Zhang, K. Zhang, and Y. Zhang

29

8:45 AM - 9:00 AM

238 (New Orleans Ernest N. Morial Convention Center)

85.2 Environmental Controls on Tropical Cyclone Rapid Intensification in high-resolution Earth System ModelsHui LiComparing S2S Prediction Skill in E3SM and CESM

Anne S. Glanville, NCAR, Boulder, CO; NCAR, Boulder, CO

40

5:00 PM - 5:15 PM

245 and J. H. Richter, K. Huang, N. Rosenbloom, and S. G. Yeager

30

9:45 AM - 10:00 AM

224 (New Orleans Ernest N. Morial Convention Center)

 8B.3 An Updated Treatment of Aerosol Optical Properties in E3SM using a Neural Network Mie Scattering Emulator

Andrew V. Geiss, PNNL, Richland, WA; and P. L. Ma

41

5:15 PM - 5:30 PM

217 5.6 Machine-Learning-Based and Process-Oriented Model Calibration on Turbulence and Clouds

Yunyan Zhang, LLNL, Livermore, CA; and H. Tang, T. Su, P. A. Bogenschutz, S. A. Klein, and C. S. Jackson, PhD

31

2:30 PM - 2:45 PM

221 (New Orleans Ernest N. Morial Convention Center)

8.4 Using Multiple High-Resolution Datasets to Benchmark  7.4 The Atmospheric Effect of Aerosols on Future Tropical Cyclone Frequency and Precipitation in the Energy Exascale Earth System Model (E3SM) for Renewable Resource Assessment

Hsiang-He Lee, LLNL, Livermore, CA; and R. S. Arthur, J. C. Golaz, M. Signorotti, J. Wert, and J. P. Watson

4243
44

Wednesday, January 15, 2025

45

8:45 AM - 9:00 AM

348/349 (

Ana Claudia Thome Sena, Iowa State University, AMES, IA; and C. M. Patricola, A. H. Sobel, and S. J. Camargo, PhD

32

4:30 PM - 4:45 PM

Great Hall C (First Floor, New Orleans Ernest N. Morial Convention Center)

9B.2 Evaluating Atmospheric Stability and Marine Boundary Layer Cloud Relationships Over the Western North Atlantic on Multiple Temporal Scales

Lauren N. Cutler, University of Arizona, Tucson, AZ; and A. Minke, M. A. Brunke, X. Zeng, and A. Sorooshian

46

8:45 AM - 9:00 AM

220  8.1 The Influence of Warren Washington and Jerry Meehl on the Energy Exascale Earth System Model Development Strategy

David C. Bader, LLNL, Livermore, CA; LLNL, Livermore, CA; and J. C. Golaz, L. R. Leung, M. A. Taylor, and R. McCoy

33

4:45 PM - 5:00 PM

221 (New Orleans Ernest N. Morial Convention Center)

J9B8.2 Interactively Simulating the Plume-Rise of Biomass Burning Aerosol and Impacts on Radiative Energy Budget: Physically-based vs. Machine Learning Model (Invited)

Xiaohong Liu, Texas A&M University, College Station, TX; and Z. Lu, P. L. Ma, and A. Geiss

47

9:00 AM - 9:15 AM

213 Environmental Controls on Tropical Cyclone Rapid Intensification in high-resolution Earth System Models

Hui Li, NCAR, Boulder, CO; NCAR, Boulder, CO

34

5:00 PM - 5:15 PM

245 (New Orleans Ernest N. Morial Convention Center)

9.2 Uxarray: Extending Xarray to Support the Analysis of Native, Kilometer-Scale Unstructured Grids in Python

Orhan Eroglu, NSF NCAR, Boulder, CO; and H. Chen, P. Chmielowiec, J. Clyne, C. Hannay, R. L. Jacob, R. Jain, B. Medeiros, P. Ullrich, and C. M. Zarzycki

Abstract

48

9:30 AM - 9:45 AM

210  8B.3 An Updated Treatment of Aerosol Optical Properties in E3SM using a Neural Network Mie Scattering Emulator

Andrew V. Geiss, PNNL, Richland, WA; and P. L. Ma

35

5:15 PM - 5:30 PM

217 (New Orleans Ernest N. Morial Convention Center)

 9B.5 Kilometer-Scale Modeling of Atmospheric River Precipitation Using the Regionally Refined SCREAM Model

Sourav Taraphdar, PNNL, Richland, WA; and L. R. Leung, X. Chen, and N. Sun

49

10:45 AM - 11:00 AM

221 8.4 Using Multiple High-Resolution Datasets to Benchmark the Energy Exascale Earth System Model (E3SM) for Renewable Resource Assessment

Hsiang-He Lee, LLNL, Livermore, CA; and R. S. Arthur, J. C. Golaz, M. Signorotti, J. Wert, and J. P. Watson

36

37

38

Wednesday, January 15, 2025

39

8:45 AM - 9:00 AM

348/349 (New Orleans Ernest N. Morial Convention Center)

 10C.1 Soil Nutrient Availability Modulate Land-Atmosphere Coupling of Water and Energy Over Boreal Arctic region (invited)

Qing Zhu, LBNL, Berkeley, CA

50

11:45 AM - 12:00 PM

221 9B.2 Evaluating Atmospheric Stability and Marine Boundary Layer Cloud Relationships Over the Western North Atlantic on Multiple Temporal Scales

Lauren N. Cutler, University of Arizona, Tucson, AZ; and A. Minke, M. A. Brunke, X. Zeng, and A. Sorooshian

40

8:45 AM - 9:00 AM

220 (New Orleans Ernest N. Morial Convention Center)

10C.5 Climate Warming-Induced Snow-to-Rain Shifts Impact Carbon Emissions in Permafrost Regions

Jing Tao, LBNL, Berkeley, CA; and W. Riley and Q. Zhu

51

2:45 PM - 3:00 PM

224 J9B.2 Interactively Simulating the Plume-Rise of Biomass Burning Aerosol and Impacts on Radiative Energy Budget: Physically-based vs. Machine Learning Model (Invited)

Xiaohong Liu, Texas A&M University, College Station, TX; and Z. Lu, P. L. Ma, and A. Geiss

41

9:00 AM - 9:15 AM

213 (New Orleans Ernest N. Morial Convention Center)

11.5 Convection Characteristics and Thermodynamics in the Regionally Refined Simple Convection Resolving E3SM Atmosphere Model (RRM-SCREAM) over Mountainous Areas During the CACTI Campaign

TIANNING SU, LLNL, College Park, CA; and Y. Zhang and H. Y. Ma

52

2:45 PM - 3:00 PM

220 (New Orleans Ernest N. Morial Convention Center)

J11B.5 Prognostic Aerosols in a Convection-permitting Earth System Model

Chandru Dhandapani, PNNL, North Hollywood, CA; and B. Singh, O. H. Diaz Ibarra, M. Huang, J. D. Fast, K. Zhang, M. Wu, and P. L. Ma

53

3:00 PM - 4:30 PM

Hall C 9.2 Uxarray: Extending Xarray to Support the Analysis of Native, Kilometer-Scale Unstructured Grids in Python

Orhan Eroglu, NSF NCAR, Boulder, CO; and H. Chen, P. Chmielowiec, J. Clyne, C. Hannay, R. L. Jacob, R. Jain, B. Medeiros, P. Ullrich, and C. M. Zarzycki

Abstract

42

9:30 AM - 9:45 AM

210 (New Orleans Ernest N. Morial Convention Center)

A machine learning approach to representing heterogeneous land-atmosphere interactions in an Earth system model

Meng Huang 9B.5 Kilometer-Scale Modeling of Atmospheric River Precipitation Using the Regionally Refined SCREAM Model

Sourav Taraphdar, PNNL, Richland, WA; and P. L. Ma and A. Geiss

54

3:00 PM - 4:30 PM

Hall C L. R. Leung, X. Chen, and N. Sun

43

10:45 AM - 11:00 AM

221 (New Orleans Ernest N. Morial Convention Center)

GPU/CPU Performance Results on Exascale Architectures for OMEGA: The Ocean Model for E3SM Global Applications

Kieran Ringel, LANL, Los Alamos, NM; LANL, Los Alamos, NM; and X. Asay-Davis, C. Begeman, S. Bishnu, S. R. Brus, P. W. Jones, H. G. Kang, Y. Kim, A. Mametjanov, B. O'Neill, M. R. Petersen, L. Van Roekel, S. Sreepathi, and M. Waruszewski

55

3:00 PM - 4:30 PM

Simulation of ENSO teleconnections in a resolved scales hierarchy of earth system models

Salil Mahajan, ORNL, OAK RIDGE, TN

56

3:00 PM - 4:30 PM

Hall C (New  10C.1 Soil Nutrient Availability Modulate Land-Atmosphere Coupling of Water and Energy Over Boreal Arctic region (invited)

Qing Zhu, LBNL, Berkeley, CA

44

11:45 AM - 12:00 PM

221 (New Orleans Ernest N. Morial Convention Center)

10C.5 Climate Warming-Induced Snow-to-Rain Shifts Impact Carbon Emissions in Permafrost Regions

Jing Tao, LBNL, Berkeley, CA; and W. Riley and Q. Zhu

45

2:45 PM - 3:00 PM

224 (New Orleans Ernest N. Morial Convention Center)

Skillful Year-2 Prediction of Seasonal US Coastal Sea Level Variability

Stephen G. Yeager, NCAR, Boulder, CO; and C. M. Little and N. Etige

57

3:00 PM - 4:30 PM

Hall C 11.5 Convection Characteristics and Thermodynamics in the Regionally Refined Simple Convection Resolving E3SM Atmosphere Model (RRM-SCREAM) over Mountainous Areas During the CACTI Campaign

TIANNING SU, LLNL, College Park, CA; and Y. Zhang and H. Y. Ma

46

2:45 PM - 3:00 PM

220 (New Orleans Ernest N. Morial Convention Center)

Strong Scalability Analysis of the Albany Land Ice Code on HPC Architectures

Rafael Arturo Calleros Delgado, New Mexico State University, El Paso, TX; and J. E. Watkins

58

Thursday, January 16, 2025

59

8:45 AM - 9:00 AM

220 J11B.5 Prognostic Aerosols in a Convection-permitting Earth System Model

Chandru Dhandapani, PNNL, North Hollywood, CA; and B. Singh, O. H. Diaz Ibarra, M. Huang, J. D. Fast, K. Zhang, M. Wu, and P. L. Ma

47

3:00 PM - 4:30 PM

Hall C (New Orleans Ernest N. Morial Convention Center)

12B.2 Using Tagged Tracers to Discern a Signal in Maximum Daily Surface Temperature from Aerosols formed in the Days Following a Volcanic Eruption

Brent C Houchens, Sandia National Laboratories, Albuquerque, NM; and K. J. Peterson, I. K. Tezaur, B. M. Wagman, H. Y. Brown, J. Hollowed, J. E. Watkins, and D. Bull

60

11:00 AM - 11:15 AM

223 A machine learning approach to representing heterogeneous land-atmosphere interactions in an Earth system model

Meng Huang, PNNL, Richland, WA; and P. L. Ma and A. Geiss

48

3:00 PM - 4:30 PM

Hall C (New Orleans Ernest N. Morial Convention Center)

14.2 Building a GPU Accelerated Multi-RRM High-resolution Global Climate Model to Characterize Extreme Events over U.S. Pacific Ocean Islands

Brandi Gamelin, ANL, Lemont, IL; and G. Sever, D. Fytanidis, V. Rao, M. Altinakar, P. Perry, and M. Dasgupta

61

11:00 AM - 11:15 AM

245 GPU/CPU Performance Results on Exascale Architectures for OMEGA: The Ocean Model for E3SM Global Applications

Kieran Ringel, LANL, Los Alamos, NM; LANL, Los Alamos, NM; and X. Asay-Davis, C. Begeman, S. Bishnu, S. R. Brus, P. W. Jones, H. G. Kang, Y. Kim, A. Mametjanov, B. O'Neill, M. R. Petersen, L. Van Roekel, S. Sreepathi, and M. Waruszewski

49

3:00 PM - 4:30 PM

Simulation of ENSO teleconnections in a resolved scales hierarchy of earth system models

Salil Mahajan, ORNL, OAK RIDGE, TN

50

3:00 PM - 4:30 PM

Hall C (New Orleans Ernest N. Morial Convention Center)

14B.2 Machine learning (ML) enhanced cloud and aerosol representations in Energy Exascale Earth System Model (E3SM)

Jiwen Fan, ANL, Lemont, IL; and Y. Shan, X. Zheng, Y. Feng, and B. Lusch

62

11:15 AM - 11:30 AM

223 Skillful Year-2 Prediction of Seasonal US Coastal Sea Level Variability

Stephen G. Yeager, NCAR, Boulder, CO; and C. M. Little and N. Etige

51

3:00 PM - 4:30 PM

Hall C (New Orleans Ernest N. Morial Convention Center)

 14.3 OMEGA: The Ocean Model for E3SM Global Applications: A New High Performance Computing Code for Exascale Architectures

Mark R. Petersen, LANL, Los Alamos, NM; and X. Asay-Davis, C. Begeman, S. Bishnu, S. R. Brus, P. W. Jones, H. G. Kang, Y. Kim, A. Mametjanov, B. O'Neill, K. Ringel, S. Sreepathi, L. P. Van Roekel, and M. Waruszewski

63

11:45 AM - 12:00 PM

223 Strong Scalability Analysis of the Albany Land Ice Code on HPC Architectures

Rafael Arturo Calleros Delgado, New Mexico State University, El Paso, TX; and J. E. Watkins

52

Thursday, January 16, 2025

53

8:45 AM - 9:00 AM

220 (New Orleans Ernest N. Morial Convention Center)

12B.2 Using Tagged Tracers to Discern a Signal in Maximum Daily Surface Temperature from Aerosols formed in the Days Following a Volcanic Eruption

Brent C Houchens, Sandia National Laboratories, Albuquerque, NM; and K. J. Peterson, I. K. Tezaur, B. M. Wagman, H. Y. Brown, J. Hollowed, J. E. Watkins, and D. Bull

54

11:00 AM - 11:15 AM

223 (New Orleans Ernest N. Morial Convention Center)

14.2 Building a GPU Accelerated Multi-RRM High-resolution Global Climate Model to Characterize Extreme Events over U.S. Pacific Ocean Islands

Brandi Gamelin, ANL, Lemont, IL; and G. Sever, D. Fytanidis, V. Rao, M. Altinakar, P. Perry, and M. Dasgupta

55

11:00 AM - 11:15 AM

245 (New Orleans Ernest N. Morial Convention Center)

14B.2 Machine learning (ML) enhanced cloud and aerosol representations in Energy Exascale Earth System Model (E3SM)

Jiwen Fan, ANL, Lemont, IL; and Y. Shan, X. Zheng, Y. Feng, and B. Lusch

56

11:15 AM - 11:30 AM

223 (New Orleans Ernest N. Morial Convention Center)

 14.3 OMEGA: The Ocean Model for E3SM Global Applications: A New High Performance Computing Code for Exascale Architectures

Mark R. Petersen, LANL, Los Alamos, NM; and X. Asay-Davis, C. Begeman, S. Bishnu, S. R. Brus, P. W. Jones, H. G. Kang, Y. Kim, A. Mametjanov, B. O'Neill, K. Ringel, S. Sreepathi, L. P. Van Roekel, and M. Waruszewski

57

11:45 AM - 12:00 PM

223 (New Orleans Ernest N. Morial Convention Center)

14.5 CLUBB GPUization and Performance Portability

Gunther W Huebler, NCAR, Boulder, CO; University of Wisconsin Milwaukee, Milwaukee, WI; and V. E. Larson, S. Mickelson, and J. M. Dennis

58

2:00 PM - 2:15 PM

224 (New Orleans Ernest N. Morial Convention Center)

 15.2 On the Ability of Convection-Permitting E3SM Global Atmosphere Model in Simulating Arctic Mixed Phase Clouds During Cold-Air Outbreaks

Lin Lin, LLNL, Livermore, CA; LLNL, Livermore, CA; and Y. Zhang, H. Beydoun, X. Zheng, M. Zhang, and P. A. Bogenschutz

59

2:15 PM - 2:30 PM

223 (New Orleans Ernest N. Morial Convention Center)

15.3 Scream Therapy: Lessons Learned Tuning GPU Kernels

James Buford White III, ORNL, Oak Ridge, TN; and L. Bertagna, O. Guba, S. Sreepathi, P. M. Caldwell, and M. A. Taylor

60

3:00 PM - 4:30 PM

Hall C (New Orleans Ernest N. Morial Convention Center)

 A Machine Learning Bias Correction of Large-Scale Environment of High-Impact Weather Systems Simulated by E3SM Atmosphere Model

Shixuan Zhang, Pacific Northwest National Laboratory, Richland, WA; and L. R. Leung, B. Harrop, B. B. Sorensen, and T. Sapsis

61

3:00 PM - 4:30 PM

Hall C (New Orleans Ernest N. Morial Convention Center)

14.5 CLUBB GPUization and Performance Portability

Gunther W Huebler, NCAR, Boulder, CO; University of Wisconsin Milwaukee, Milwaukee, WI; and V. E. Larson, S. Mickelson, and J. M. Dennis

64656667

Temporal Causal Analysis of Aerosol-Cloud Interactions in Atmospheric Models Using Time-Series Causal Neural Networks

Xue Zheng, LLNL, Livermore, CA; and Faruque, S. Qiu, and J. Wang

62