Следене
Salva Rühling Cachay
Salva Rühling Cachay
Други именаSalva Ruhling Cachay, Salva Cachay
UC San Diego
Потвърден имейл адрес: ucsd.edu - Начална страница
Заглавие
Позовавания
Позовавания
Година
End-to-End Weak Supervision
SR Cachay, B Boecking, A Dubrawski
NeurIPS, 2021
58*2021
DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
SR Cachay, B Zhao, H James, R Yu
NeurIPS, 2023
49*2023
The World as a Graph: Improving El Niño Forecasts with Graph Neural Networks
SR Cachay, E Erickson, AFC Bucker, E Pokropek, W Potosnak, S Bire, ...
arXiv preprint arXiv:2104.05089, 2021
312021
Graph Neural Networks for Improved El Niño Forecasting
S Rühling Cachay, E Erickson, AFC Bucker, E Pokropek, W Potosnak, ...
NeurIPS 2020 workshop on Tackling Climate Change with Machine Learning, 2020
29*2020
ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models
SR Cachay, V Ramesh, JNS Cole, H Barker, D Rolnick
NeurIPS Datasets and Benchmarks Track, 2021
252021
Dependency Structure Misspecification in Multi-Source Weak Supervision Models
SR Cachay, B Boecking, A Dubrawski
ICLR 2021 workshop on Weakly Supervised Learning (oral presentation), 2021
102021
Climformer-a spherical transformer model for long-term climate projections
SR Cachay, P Mitra, H Hirasawa, S Kim, S Hazarika, D Hingmire, P Rasch, ...
Proceedings of the Machine Learning and the Phys-ical Sciences Workshop …, 2022
52022
Probabilistic Emulation of a Global Climate Model with Spherical DYffusion
SR Cachay, B Henn, O Watt-Meyer, CS Bretherton, R Yu
NeurIPS, 2024
4*2024
Climate Intervention Analysis using AI Model Guided by Statistical Physics Principles
S Kim, K Ramea, SR Cachay, H Hirasawa, S Hazarika, D Hingmire, ...
Proceedings of the 32nd ACM International Conference on Information and …, 2023
2*2023
DYffCast: Regional Precipitation Nowcasting Using IMERG Satellite Data. A case study over South America
D Seal, R Arcucci, S Rühling-Cachay, C Quilodrán-Casas
arXiv preprint arXiv:2412.02723, 2024
2024
HAiVA: Hybrid AI-assisted Visual Analysis Framework to Study the Effects of Cloud Properties on Climate Patterns
S Hazarika, H Hirasawa, S Kim, K Ramea, SR Cachay, P Mitra, ...
2023 IEEE Visualization and Visual Analytics (VIS), 226-230, 2023
2023
Model Misspecification in Multiple Weak Supervision
SR Cachay, B Boecking, A Dubrawski
LatinX in AI workshop at NeurIPS, 0
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