Aneesh Subramanian |

Building Machine Learning Challenges for Anomaly Detection in Science

Wed, 01 Jan 2025 00:00:00 +0000

Causal Time Series Modeling of Supraglacial Lake Evolution in Greenland under Distribution Shift

Wed, 01 Jan 2025 00:00:00 +0000

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Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction

Wed, 01 Jan 2025 00:00:00 +0000

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Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction

Wed, 01 Jan 2025 00:00:00 +0000

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Earth, Wind, and Fire: Are Boulder’s Extreme Downslope Winds Changing?

Wed, 01 Jan 2025 00:00:00 +0000

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Engaging K-12 Learners in Data Annotation for AI Climate Models

Wed, 01 Jan 2025 00:00:00 +0000

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Evaluating a Hybrid Ensemble Data Assimilative coupled Physical-Biogeochemical Ecosystem Model of the Red Sea

Wed, 01 Jan 2025 00:00:00 +0000

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Koopman operator theory for enhanced Pacific SST forecasting

Wed, 01 Jan 2025 00:00:00 +0000

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New Climate Change Center of Saudi Arabia: Advancing Understanding and Prediction for the Arabian Peninsula Climate

Wed, 01 Jan 2025 00:00:00 +0000

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The fate of Greenland Ice Sheet supraglacial lakes in a warm and cool year

Wed, 01 Jan 2025 00:00:00 +0000

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Advancing Atmospheric River Science and Inspiring Future Development of the Atmospheric River Reconnaissance Program

Mon, 01 Jan 2024 00:00:00 +0000

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Enhanced Regional Ocean Ensemble Data Assimilation Through Atmospheric Coupling in the SKRIPS Model

Mon, 01 Jan 2024 00:00:00 +0000

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Greenland Ice Sheet wide supraglacial lake evolution and dynamics: insights from the 2018 and 2019 melt seasons

Mon, 01 Jan 2024 00:00:00 +0000

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Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet

Mon, 01 Jan 2024 00:00:00 +0000

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Towards Kriging-informed Conditional Diffusion for Regional Sea-Level Data Downscaling: A Summary of Results

Mon, 01 Jan 2024 00:00:00 +0000

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A Machine Learning Augmented Data Assimilation Method for High-Resolution Observation

Sun, 01 Jan 2023 00:00:00 +0000

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Eddy-Mediated Mixing of Oxygen in the Equatorial Pacific

Sun, 01 Jan 2023 00:00:00 +0000

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Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference

Sun, 01 Jan 2023 00:00:00 +0000

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Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference

Sun, 01 Jan 2023 00:00:00 +0000

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Reducing Uncertainty in Sea-level Rise Prediction: A Spatial-variability-aware Approach

Sun, 01 Jan 2023 00:00:00 +0000

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Reducing Uncertainty in Sea-level Rise Prediction: A Spatial-Variability-Aware Approach

Sun, 01 Jan 2023 00:00:00 +0000

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STint: Self-supervised Temporal Interpolation for Geospatial Data

Sun, 01 Jan 2023 00:00:00 +0000

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Subseasonal prediction of impactful California weather in a hybrid dynamical-statistical framework

Sun, 01 Jan 2023 00:00:00 +0000

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Subseasonal prediction of impactful California weather in a hybrid dynamical-statistical framework

Sun, 01 Jan 2023 00:00:00 +0000

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Atmospheric River Reconnaissance 2021: A Review

Wed, 01 Jun 2022 00:00:00 +0000

Atmospheric River Reconnaissance Workshop Promotes Research and Operations Partnership

Sat, 01 Jan 2022 00:00:00 +0000

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Focused Observations for Expanded Comprehension: Advancing Tropical Pacific Coupled Modeling and Process Understanding

Sat, 01 Jan 2022 00:00:00 +0000

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Overcoming the Challenges of Ocean Data Uncertainty

Sat, 01 Jan 2022 00:00:00 +0000

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Bay of Bengal Intraseasonal Oscillations and the 2018 Monsoon Onset

Fri, 01 Jan 2021 00:00:00 +0000

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Data Gaps within Atmospheric Rivers over the Northeastern Pacific

Fri, 01 Jan 2021 00:00:00 +0000

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Improved Forecast Skill Through the Assimilation of Dropsonde Observations From the Atmospheric River Reconnaissance Program

Fri, 01 Jan 2021 00:00:00 +0000

Towards an End-to-End Analysis and Prediction System for Weather, Climate, and Marine Applications in the Red Sea

Fri, 01 Jan 2021 00:00:00 +0000

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Seasonal-to-interannual prediction of North American coastal marine ecosystems: Forecast methods, mechanisms of predictability, and priority developments

Wed, 01 Jan 2020 00:00:00 +0000

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West Coast Forecast Challenges and Development of Atmospheric River Reconnaissance

Wed, 01 Jan 2020 00:00:00 +0000

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A Limited Role for Unforced Internal Variability in Twentieth-Century Warming

Tue, 01 Jan 2019 00:00:00 +0000

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A Stochastic Representation of Subgrid Uncertainty for Dynamical Core Development

Tue, 01 Jan 2019 00:00:00 +0000

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Contributors

Tue, 01 Jan 2019 00:00:00 +0000

ENSO Bimodality and Extremes

Tue, 01 Jan 2019 00:00:00 +0000

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Observational Needs for Improving Ocean and Coupled Reanalysis, S2S Prediction, and Decadal Prediction

Tue, 01 Jan 2019 00:00:00 +0000

Observational Needs Supporting Marine Ecosystems Modeling and Forecasting: From the Global Ocean to Regional and Coastal Systems

Tue, 01 Jan 2019 00:00:00 +0000

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Remote and local influences in forecasting Pacific SST: a linear inverse model and a multimodel ensemble study

Tue, 01 Jan 2019 00:00:00 +0000

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The Risks of Contracting the Acquisition and Processing of the Nation’s Weather and Climate Data to the Private Sector

Tue, 01 May 2018 00:00:00 +0000

Improving Weather Forecast Skill through Reduced-Precision Data Assimilation

Mon, 01 Jan 2018 00:00:00 +0000

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The Risks of Contracting the Acquisition and Processing of the Nation's Weather and Climate Data to the Private Sector (vol 99, pg 869, 2018)

Mon, 01 Jan 2018 00:00:00 +0000

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GCMs With Full Representation of Cloud Microphysics and Their MJO Simulations

Tue, 01 Aug 2017 00:00:00 +0000

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A study of reduced numerical precision to make superparameterization more competitive using a hardware emulator in the OpenIFS model

Sun, 01 Jan 2017 00:00:00 +0000

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Climate SPHINX: evaluating the impact of resolution and stochastic physics parameterisations in the EC-Earth global climate model

Sun, 01 Jan 2017 00:00:00 +0000

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Impact of stochastic physics on tropical precipitation in the coupled ECMWF model

Sun, 01 Jan 2017 00:00:00 +0000

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Maintaining Momentum in Climate Model Development

Sun, 01 Jan 2017 00:00:00 +0000

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Seasonal and decadal forecasts of Atlantic Sea surface temperatures using a linear inverse model

Sun, 01 Jan 2017 00:00:00 +0000

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Stochastic representations of model uncertainties at ECMWF: state of the art and future vision

Sun, 01 Jan 2017 00:00:00 +0000

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Simulation of High-Resolution Precipitable Water Data by a Stochastic Model with a Random Trigger

Fri, 01 Jan 2016 00:00:00 +0000

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The skill of atmospheric linear inverse models in hindcasting the Madden-Julian Oscillation

Thu, 01 Jan 2015 00:00:00 +0000

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The MJO and global warming: a study in CCSM4

Wed, 01 Jan 2014 00:00:00 +0000

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