W. A. Perkins

机构：Allen Institute for Artificial Intelligence · ORCID：0000-0001-7742-7609

发表论文 122 篇 · 总被引 2026 次 · h-index 22

代表论文

• Correcting Coarse‐Grid Weather and Climate Models by Machine Learning From Global Storm‐Resolving Simulations (2022 · Journal of Advances in Modeling Earth Systems · 被引 94)
• Correcting a 200 km Resolution Climate Model in Multiple Climates by Machine Learning From 25 km Resolution Simulations (2022 · Journal of Advances in Modeling Earth Systems · 被引 33)
• ACE2: accurately learning subseasonal to decadal atmospheric variability and forced responses (2025 · npj Climate and Atmospheric Science · 被引 32)
• Neural Network Parameterization of Subgrid‐Scale Physics From a Realistic Geography Global Storm‐Resolving Simulation (2024 · Journal of Advances in Modeling Earth Systems · 被引 24)
• Machine‐Learned Climate Model Corrections From a Global Storm‐Resolving Model: Performance Across the Annual Cycle (2023 · Journal of Advances in Modeling Earth Systems · 被引 18)
• Correcting coarse-grid weather and climate models by machine learning from global storm-resolving simulations (2021 · 被引 15)