Finn, Tobias Sebastian

1. Ensemble Kalman filter in latent space using a variational autoencoder pair
   2025/02/18 by Ivo Pasmans, Yumeng Chen, Pasmans, Ivo +7 · 5 citations
   Computer Science · #Target Tracking and Data Fusion in Sensor Networks
2. Machine learning for modelling unstructured grid data in computational physics: a review
   2025/02/13 by Sibo Cheng, Marc Bocquet, Cheng, Sibo +42 · 6 citations
   Computer Science · #Advanced Data Storage Technologies #Computational Engineering #Computational Physics and Python Applications #Data Analysis #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #and Science (cs.CE)
3. A Probabilistic Approach to Wildfire Spread Prediction Using a Denoising Diffusion Surrogate Model
   2025/07/01 by Yu, Wenbo, Ghosh, Anirbit, Finn, Tobias Sebastian +3 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Latent Diffusion Model for Generating Ensembles of Climate Simulations
   2024/07/02 by Johannes Meuer, Maximilian Witte, Meuer, Johannes +8 · 1 citation
   Decision Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #demographic modeling and climate adaptation