Bischoff, Tobias
- Unsupervised Discovery of El Nino Using Causal Feature Learning on\n Microlevel Climate Data
2016/05/30 by Krzysztof Chalupka, Chalupka, Krzysztof, Tobias Bischoff +5 · 2 citations
Computer Science · Engineering · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reservoir Engineering and Simulation Methods
- Unpaired Downscaling of Fluid Flows with Diffusion Bridges
2023/05/02 by Tobias Bischoff, Bischoff, Tobias, Katherine M. Deck +1 · 3 citations
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Generative Adversarial Networks and Image Synthesis #Geophysics (physics.geo-ph) #Machine Learning (cs.LG)
- KGMM: A K-means Clustering Approach to Gaussian Mixture Modeling for Score Function Estimation
2025/03/23 by Giorgini, Ludovico T., Bischoff, Tobias, Souza, Andre N. · 5 citations
#Chaotic Dynamics (nlin.CD) #FOS: Physical sciences