Quantizing Reconstruction Losses for Improving Weather Data Synthesis
- 2024
- Nature Scientific Reports
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36 results for Campbell Watson
A comparative study of stochastic and deep generative models for multisite precipitation synthesis
- Bianca Zadrozny
- Dario Augusto Borges Oliveira
- et al.
- 2021
- ICML 2021
Controlling Weather Field Synthesis Using Variational Autoencoders
- Dario Augusto Borges Oliveira
- Jorge Luis Guevara Diaz
- et al.
- 2021
- ICML 2021
Decadal Forecasts with ResDMD: a Residual DMD Neural Network
- Eduardo Rodrigues
- Bianca Zadrozny
- et al.
- 2021
- ICML 2021
Operational Coupled Modelling to Assess Water Quality in Lake Watersheds in Upstate New York
- Lloyd Treinish
- Campbell Watson
- et al.
- 2021
- AMS Annual Meeting 2021
DETECTION AND CHARACTERIZATION OF URBAN HEAT ISLANDS WITH MACHINE LEARNING
- Muaaz Bhamjee
- Hiyam Debary
- et al.
- 2024
- IGARSS 2024
Reservoir computing in reduced order modeling for chaotic dynamical systems
- Alberto Costa Nogueira Junior
- Felipe De Castro Teixeira Carvalho
- et al.
- 2021
- ISC 2021
Establishing a Geospatial Discovery Network with efficient discovery and modeling services in multi-cloud environments
- Campbell Watson
- Hendrik Hamann
- et al.
- 2023
- EGU 2023
S2S Extreme Weather Featurization: A Global Skill Assessment Study
- Zubeida Patel
- Gciniwe Simphiwe Baloyi
- et al.
- 2022
- EGU 2022
ML-based Probabilistic Prediction of 2m Temperature and Total Precipitation
- Mohamed Akram Zaytar
- Bianca Zadrozny
- et al.
- 2022
- EGU 2022