Tobias Sebastian Finn

According to our database, Tobias Sebastian Finn authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Probabilistic Approach to Wildfire Spread Prediction Using a Denoising Diffusion Surrogate Model.

Wenbo Yu, Anirbit Ghosh, Tobias Sebastian Finn, Rossella Arcucci, Marc Bocquet, Sibo Cheng

CoRR, July, 2025

Ensemble Kalman filter in latent space using a variational autoencoder pair.

Ivo Pasmans, Yumeng Chen, Tobias Sebastian Finn, Marc Bocquet, Alberto Carrassi

CoRR, February, 2025

Machine learning for modelling unstructured grid data in computational physics: A review.

Sibo Cheng, Marc Bocquet, Weiping Ding, Tobias Sebastian Finn, Rui Fu, Jinlong Fu, Yike Guo, Eleda Johnson, Siyi Li, Che Liu, Eric Newton Moro, Jie Pan, Matthew D. Piggott, César Quilodrán Casas, Prakhar Sharma, Kun Wang, Dunhui Xiao, Xiao Xue, Yong Zeng, Mingrui Zhang, Hao Zhou, Kewei Zhu, Rossella Arcucci

Inf. Fusion, 2025

2024

Self-attentive Transformer for Fast and Accurate Postprocessing of Temperature and Wind Speed Forecasts.

Aaron Van Poecke, Tobias Sebastian Finn, Ruoke Meng, Joris Van den Bergh, Geert Smet, Jonathan Demaeyer, Piet Termonia, Hossein Tabari, Peter Hellinckx

CoRR, 2024

Latent Diffusion Model for Generating Ensembles of Climate Simulations.

Johannes Meuer, Maximilian Witte, Tobias Sebastian Finn, Claudia Timmreck, Thomas Ludwig, Christopher Kadow

CoRR, 2024

Towards diffusion models for large-scale sea-ice modelling.

Tobias Sebastian Finn, Charlotte Durand, Alban Farchi, Marc Bocquet, Julien Brajard

CoRR, 2024

2021

Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models.

Tobias Sebastian Finn

CoRR, 2021