Salva Rühling Cachay

19 papers A* 3A 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting.
CoRR
Salva Rühling Cachay, Miika Aittala, Karsten Kreis, Noah D. Brenowitz, Arash Vahdat, Morteza Mardani, Rose Yu
2025 J jnl
Zephyrus: An Agentic Framework for Weather Science.
CoRR
Sumanth Varambally, Marshall Fisher, Jas Thakker, Yiwei Chen, Zhirui Xia, Yasaman Jafari, Ruijia Niu, Manas Jain, Veeramakali Vignesh Manivannan, Zachary Novack, Luyu Han, Srikar Eranky, Salva Rühling Cachay, Taylor Berg-Kirkpatrick, Duncan Watson-Parris, Yi-An Ma, Rose Yu
2024 J jnl
DYffCast: Regional Precipitation Nowcasting Using IMERG Satellite Data. A case study over South America.
CoRR
Daniel Seal, Rossella Arcucci, Salva Rühling Cachay, César A. Quilodrán Casas
2024 J jnl
Probabilistic Emulation of a Global Climate Model with Spherical DYffusion.
CoRR
Salva Rühling Cachay, Brian Henn, Oliver Watt-Meyer, Christopher S. Bretherton, Rose Yu
2024 A* conf
Probablistic Emulation of a Global Climate Model with Spherical DYffusion.
NeurIPS
Salva Rühling Cachay, Brian Henn, Oliver Watt-Meyer, Christopher S. Bretherton, Rose Yu
2023 J jnl
Accelerating exploration of Marine Cloud Brightening impacts on tipping points Using an AI Implementation of Fluctuation-Dissipation Theorem.
CoRR
Haruki Hirasawa, Soo Kyung Kim, Peetak Mitra, Subhashis Hazarika, Salva Rühling Cachay, Dipti Hingmire, Kalai Ramea, Hansi A. Singh, Philip J. Rasch
2023 A conf
Climate Intervention Analysis using AI Model Guided by Statistical Physics Principles.
CIKM
Soo Kyung Kim, Kalai Ramea, Salva Rühling Cachay, Haruki Hirasawa, Subhashis Hazarika, Dipti Hingmire, Peetak Mitra, Philip J. Rasch, Hansi A. Singh
2023 J jnl
Climate Intervention Analysis using AI Model Guided by Statistical Physics Principles.
CoRR
Soo Kyung Kim, Kalai Ramea, Salva Rühling Cachay, Haruki Hirasawa, Subhashis Hazarika, Dipti Hingmire, Peetak Mitra, Philip J. Rasch, Hansi A. Singh
2023 A* conf
DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting.
NeurIPS
Salva Rühling Cachay, Bo Zhao, Hailey Joren, Rose Yu
2023 J jnl
DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting.
CoRR
Salva Rühling Cachay, Bo Zhao, Hailey James, Rose Yu
2023 — conf
HAiVA: Hybrid AI-assisted Visual Analysis Framework to Study the Effects of Cloud Properties on Climate Patterns.
IEEE VIS (Short Papers)
Subhashis Hazarika, Haruki Hirasawa, Soo Kyung Kim, Kalai Ramea, Salva Rühling Cachay, Peetak Mitra, Dipti Hingmire, Hansi A. Singh, Philip J. Rasch
2023 J jnl
HAiVA: Hybrid AI-assisted Visual Analysis Framework to Study the Effects of Cloud Properties on Climate Patterns.
CoRR
Subhashis Hazarika, Haruki Hirasawa, Soo Kyung Kim, Kalai Ramea, Salva Rühling Cachay, Peetak Mitra, Dipti Hingmire, Hansi A. Singh, Philip J. Rasch
2021 — conf
ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models.
NeurIPS Datasets and Benchmarks
Salva Rühling Cachay, Venkatesh Ramesh, Jason N. S. Cole, Howard Barker, David Rolnick
2021 J jnl
ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models.
CoRR
Salva Rühling Cachay, Venkatesh Ramesh, Jason N. S. Cole, Howard Barker, David Rolnick
2021 J jnl
Dependency Structure Misspecification in Multi-Source Weak Supervision Models.
CoRR
Salva Rühling Cachay, Benedikt Boecking, Artur Dubrawski
2021 A* conf
End-to-End Weak Supervision.
NeurIPS
Salva Rühling Cachay, Benedikt Boecking, Artur Dubrawski
2021 J jnl
End-to-End Weak Supervision.
CoRR
Salva Rühling Cachay, Benedikt Boecking, Artur Dubrawski
2021 J jnl
The World as a Graph: Improving El Niño Forecasts with Graph Neural Networks.
CoRR
Salva Rühling Cachay, Emma Erickson, Arthur Fender C. Bucker, Ernest Pokropek, Willa Potosnak, Suyash Bire, Salomey Osei, Björn Lütjens
2020 J jnl
Graph Neural Networks for Improved El Niño Forecasting.
CoRR
Salva Rühling Cachay, Emma Erickson, Arthur Fender C. Bucker, Ernest Pokropek, Willa Potosnak, Salomey Osei, Björn Lütjens