Dirmeier, Simon
- High Resolution Seismic Waveform Generation using Denoising Diffusion
2024/10/25 by Kadek Hendrawan Palgunadi, Palgunadi, Kadek Hendrawan, Andreas Bergmeister +12 · 3 citations
Earth and Planetary Sciences · Computer Science · Engineering · #Seismic Imaging and Inversion Techniques #Seismology and Earthquake Studies #Hydraulic Fracturing and Reservoir Analysis
- Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation
2023/08/02 by Simon Dirmeier, Carlo Albert, Dirmeier, Simon +3 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Model Reduction and Neural Networks
- Simulation-based inference with the Python Package sbijax
2024/09/28 by Dirmeier, Simon, Ulzega, Simone, Mira, Antonietta +1 · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)