Using Generative Artificial Intelligence Creatively in the Classroom and Research: Examples and Lessons Learned
Fuente:
arXiv
Saved in:
| Main Authors: | Molina, Maria J., McGovern, Amy, Perez-Carrasquilla, Jhayron S., Li, Xiaowen, Tanamachi, Robin L. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Earth-System-Oriented View of the S2S Predictability of North American Weather Regimes
by: Pérez-Carrasquilla, Jhayron S., et al.
Published: (2024)
by: Pérez-Carrasquilla, Jhayron S., et al.
Published: (2024)
Prediction of Drought and Flash Drought in Africa at the Seasonal-to-Subseasonal Scale using the Community Research Earth Digital Intelligence Twin Framework
by: Edris, Stuart, et al.
Published: (2026)
by: Edris, Stuart, et al.
Published: (2026)
Scalable Climate Data Analysis: Balancing Petascale Fidelity and Computational Cost
by: Panta, Aashish, et al.
Published: (2025)
by: Panta, Aashish, et al.
Published: (2025)
New Insights into Global Warming: End-to-End Visual Analysis and Prediction of Temperature Variations
by: Zhou, Meihua, et al.
Published: (2024)
by: Zhou, Meihua, et al.
Published: (2024)
M-CaStLe: Uncovering Local Causal Structures in Multivariate Space-Time Gridded Data
by: Nichol, J. Jake, et al.
Published: (2026)
by: Nichol, J. Jake, et al.
Published: (2026)
WP-MIP: An Artificial Intelligence, Hybrid and Physically Based Model Intercomparison Project for Weather Prediction
by: McTaggart-Cowan, Ron, et al.
Published: (2026)
by: McTaggart-Cowan, Ron, et al.
Published: (2026)
Oya: Deep Learning for Accurate Global Precipitation Estimation
by: Brempong, Emmanuel Asiedu, et al.
Published: (2025)
by: Brempong, Emmanuel Asiedu, et al.
Published: (2025)
Deep-Learned Observation Operators for Artificial Intelligence Weather Forecasting Models
by: Lieberman, Kelsey, et al.
Published: (2026)
by: Lieberman, Kelsey, et al.
Published: (2026)
Can Transfer Learning be Used to Identify Tropical State-Dependent Bias Relevant to Midlatitude Subseasonal Predictability?
by: Mayer, Kirsten J., et al.
Published: (2024)
by: Mayer, Kirsten J., et al.
Published: (2024)
Lessons Learned: Reproducibility, Replicability, and When to Stop
by: Gomez, Milton S., et al.
Published: (2024)
by: Gomez, Milton S., et al.
Published: (2024)
Community Research Earth Digital Intelligence Twin (CREDIT)
by: Schreck, John, et al.
Published: (2024)
by: Schreck, John, et al.
Published: (2024)
Quantifying the Influence of Climate on Storm Activity Using Machine Learning
by: Hadas, Or, et al.
Published: (2025)
by: Hadas, Or, et al.
Published: (2025)
Reconstructing Pre-Satellite Tropical Cyclogenesis Climatology Using Deep Learning
by: Kieu, Chanh, et al.
Published: (2025)
by: Kieu, Chanh, et al.
Published: (2025)
Using data assimilation tools to dissect GraphDOP
by: Laloyaux, Patrick, et al.
Published: (2025)
by: Laloyaux, Patrick, et al.
Published: (2025)
Improving Post-Processing for Quantitative Precipitation Forecasting Using Deep Learning: Learning Precipitation Physics from High-Resolution Observations
by: Lee, ChangJae, et al.
Published: (2025)
by: Lee, ChangJae, et al.
Published: (2025)
A Machine Learning Framework for Extending Wave Height Time Series Using Historical Wind Records
by: Abdelhady, Hazem U., et al.
Published: (2023)
by: Abdelhady, Hazem U., et al.
Published: (2023)
Spatial variation of future trends in Atlantic upwelling cells from two CMIP6 models
by: Flügel, Raquel, et al.
Published: (2025)
by: Flügel, Raquel, et al.
Published: (2025)
On the Predictive Skill of Artificial Intelligence-based Weather Models for Extreme Events using Uncertainty Quantification
by: Almeida, Rodrigo, et al.
Published: (2025)
by: Almeida, Rodrigo, et al.
Published: (2025)
U-Net Kalman Filter (UNetKF): An Example of Machine Learning-assisted Ensemble Data Assimilation
by: Lu, Feiyu
Published: (2024)
by: Lu, Feiyu
Published: (2024)
Intelligent Shanghai Typhoon Model (ISTM): A generative probabilistic emulator for typhoon hybrid modeling
by: Niu, Zeyi, et al.
Published: (2025)
by: Niu, Zeyi, et al.
Published: (2025)
Evaluation of Tropical Cyclone Track and Intensity Forecasts from Artificial Intelligence Weather Prediction (AIWP) Models
by: DeMaria, Mark, et al.
Published: (2024)
by: DeMaria, Mark, et al.
Published: (2024)
Learning from nature: insights into GraphDOP's representations of the Earth System
by: Lean, Peter, et al.
Published: (2025)
by: Lean, Peter, et al.
Published: (2025)
Amplified Urban Climate Extremes from Global Warming-Urbanization Synergy: A Physics-Informed Intelligence Paradigm
by: Wu, Qiuxia, et al.
Published: (2026)
by: Wu, Qiuxia, et al.
Published: (2026)
Uncertainty Quantification of Wind Gust Predictions in the Northeast United States: An Evidential Neural Network and Explainable Artificial Intelligence Approach
by: Jahan, Israt, et al.
Published: (2025)
by: Jahan, Israt, et al.
Published: (2025)
Black Carbon scavenging in liquid Arctic clouds: the role of size and mixing state
by: Bertozzi, Barbara, et al.
Published: (2026)
by: Bertozzi, Barbara, et al.
Published: (2026)
Predicting Forecast Error for the HRRR Using LSTM Neural Networks: A Comparative Study Using New York and Oklahoma State Mesonets
by: Evans, David Aaron, et al.
Published: (2025)
by: Evans, David Aaron, et al.
Published: (2025)
MSWEP V3: Machine Learning-Powered Global Precipitation Estimates at 0.1$^\circ$ Hourly Resolution (1979-Present)
by: Wang, Xuetong, et al.
Published: (2026)
by: Wang, Xuetong, et al.
Published: (2026)
Knowledge-guided machine learning for disentangling Pacific sea surface temperature variability across timescales
by: Hall, Kyle J. C., et al.
Published: (2025)
by: Hall, Kyle J. C., et al.
Published: (2025)
Detection of Temporal Variability in U.S. Climate Using Harmonic and Wavelet Decomposition
by: Xiao, Thomas
Published: (2025)
by: Xiao, Thomas
Published: (2025)
Global Patterns of Extreme Temperature Teleconnections Using Climate Network Analysis
by: Feng, Yuhao, et al.
Published: (2025)
by: Feng, Yuhao, et al.
Published: (2025)
Characterizing GPROF Regional Bias Using Radar-Derived Hydrometeor Information
by: Goldenstern, Eric, et al.
Published: (2024)
by: Goldenstern, Eric, et al.
Published: (2024)
Direct Radiative Impacts of Stratospheric Aerosols on the Tropical Troposphere: Clouds, Precipitation, and Circulation in Convection-Resolving and Global Simulations
by: McGraw, Zachary, et al.
Published: (2025)
by: McGraw, Zachary, et al.
Published: (2025)
Constraining Atmospheric River Uncertainty Using Instantaneous Poleward Latent Heat Transport
by: Mahesh, Ankur, et al.
Published: (2025)
by: Mahesh, Ankur, et al.
Published: (2025)
Parametric Sensitivities of a Wind-driven Baroclinic Ocean Using Neural Surrogates
by: Sun, Yixuan, et al.
Published: (2024)
by: Sun, Yixuan, et al.
Published: (2024)
What's in the latent space? Exploring coupled tropical Pacific variability within a Multi-branch $β$-Variational Autoencoder
by: Wisinski, Emily F., et al.
Published: (2026)
by: Wisinski, Emily F., et al.
Published: (2026)
Blending machine learning and physics-based approaches for weather and climate: a typology
by: Shipway, Benjamin J, et al.
Published: (2026)
by: Shipway, Benjamin J, et al.
Published: (2026)
Am I Confused or Is This Confusing?: Deep Ensembles for ENSO Uncertainty Quantification
by: McAfee, Devin M., et al.
Published: (2025)
by: McAfee, Devin M., et al.
Published: (2025)
BiXiao: An AI-Based Atmospheric Environment Forecasting Model Using Discontinuous Grids
by: Ji, Shengxuan, et al.
Published: (2025)
by: Ji, Shengxuan, et al.
Published: (2025)
A Tolerance-Based Framework for Spatio-Temporal Forecast Validation Using the gamma-Index
by: Voyant, Cyril
Published: (2026)
by: Voyant, Cyril
Published: (2026)
Using a rare event sampling technique to quantify extreme El Niño event statistics
by: Packman, Sarah, et al.
Published: (2025)
by: Packman, Sarah, et al.
Published: (2025)
Similar Items
-
An Earth-System-Oriented View of the S2S Predictability of North American Weather Regimes
by: Pérez-Carrasquilla, Jhayron S., et al.
Published: (2024) -
Prediction of Drought and Flash Drought in Africa at the Seasonal-to-Subseasonal Scale using the Community Research Earth Digital Intelligence Twin Framework
by: Edris, Stuart, et al.
Published: (2026) -
Scalable Climate Data Analysis: Balancing Petascale Fidelity and Computational Cost
by: Panta, Aashish, et al.
Published: (2025) -
New Insights into Global Warming: End-to-End Visual Analysis and Prediction of Temperature Variations
by: Zhou, Meihua, et al.
Published: (2024) -
M-CaStLe: Uncovering Local Causal Structures in Multivariate Space-Time Gridded Data
by: Nichol, J. Jake, et al.
Published: (2026)