journal article

• Controllable Probabilistic Forecasting with Stochastic Decomposition Layers 2025
• Improving AI Weather Prediction Models Using Global Mass and Energy Conservation Schemes.  Journal of Advances in Modeling Earth Systems. 2025
• Expanding the Limits of Explainable AI Tools in Generating Physical Insights 2025
• Investigating the Use of Terrain-Following Coordinates in AI-Driven Precipitation Forecasts.  Geophysical Research Letters. 2025
• Implementation and validation of a supermodeling framework into Community Earth System Model version 2.1.5.  Geoscientific Model Development. 5451-5465. 2025
• Community Research Earth Digital Intelligence Twin: a scalable framework for AI-driven Earth System Modeling.  npj Climate and Atmospheric Science. 2025
• CAMulator: Fast Emulation of the Community Atmosphere Model 2025
• Improving Climate Bias and Variability via CNN-Based State-Dependent Model-Error Corrections.  Geophysical Research Letters. 2025
• Colitis Cystica Profunda: A Rare Cause of Rectal Bleeding..  American Journal of Gastroenterology. 20. 2025
• Increasing the Reproducibility and Replicability of Supervised AI/ML in the Earth Systems Science by Leveraging Social Science Methods.  Earth and Space Science. 2024
• Exploring the Relative Importance of the MJO and ENSO to North Pacific Subseasonal Predictability.  Geophysical Research Letters. 2024
• Deterministic and stochastic tendency adjustments derived from data assimilation and nudging.  Quarterly Journal of the Royal Meteorological Society. 1420-1446. 2024
• Increase in MJO predictability under global warming.  Nature Climate Change. 2024
• Supermodeling Improving Predictions with an Ensemble of Interacting Models.  Bulletin of The American Meteorological Society - (BAMS). E1670-E1686. 2023
• Deep Learning Forecast Uncertainty for Precipitation over the Western United States.  Monthly Weather Review. 1367-1385. 2023
• Using Deep Learning for an Analysis of Atmospheric Rivers in a High-Resolution Large Ensemble Climate Data Set.  Journal of Advances in Modeling Earth Systems. 2023
• Probabilistic Predictions from Deterministic Atmospheric River Forecasts with Deep Learning.  Monthly Weather Review. 215-234. 2022
• Monthly Modulations of ENSO Teleconnections: Implications for Potential Predictability in North America.  Journal of Climate. 5899-5921. 2021
• Assessing Rectal Cancer Treatment Response Using Coregistered Endorectal Photoacoustic and US Imaging Paired with Deep Learning..  Radiology. 349-358. 2021
• Towards implementing artificial intelligence post-processing in weather and climate: proposed actions from the Oxford 2019 workshop.  Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2021
• Clinical Calculator Based on Molecular and Clinicopathologic Characteristics Predicts Recurrence Following Resection of Stage I-III Colon Cancer..  Journal of Clinical Oncology. 911-919. 2021
• ClimateNet: an expert-labeled open dataset and deep learning architecture for enabling high-precision analyses of extreme weather.  Geoscientific Model Development. 107-124. 2021
• Direct and Indirect Effects-An Information Theoretic Perspective..  Entropy. 2020
• Improving Atmospheric River Forecasts With Machine Learning.  Geophysical Research Letters. 10627-10635. 2019
• The Angular Spectrum of the Scattering Coefficient Map Reveals Subsurface Colorectal Cancer..  Scientific Reports. 2998. 2019
• Roll-to-roll nanoimprint lithography of ultrafiltration membrane.  Journal of Applied Polymer Science. 2018