65 results on '"J, Herrmann"'
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2. ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems.
3. WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction.
4. BEACON: Bayesian Experimental design Acceleration with Conditional Normalizing flows - a case study in optimal monitor well placement for CO2 sequestration.
5. Generative Geostatistical Modeling from Incomplete Well and Imaged Seismic Observations with Diffusion Models.
6. Probabilistic Bayesian optimal experimental design using conditional normalizing flows.
7. WISE: full-Waveform variational Inference via Subsurface Extensions.
8. Time-lapse full-waveform permeability inversion: a feasibility study.
9. Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics.
10. Inference of CO2 flow patterns - a feasibility study.
11. Learned multiphysics inversion with differentiable programming and machine learning.
12. Solving multiphysics-based inverse problems with learned surrogates and constraints.
13. Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification.
14. InvertibleNetworks.jl: A Julia package for scalable normalizing flows.
15. Velocity continuation with Fourier neural operators for accelerated uncertainty quantification.
16. Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators.
17. Graph Spectrum Based Seismic Survey Design.
18. Enabling wave-based inversion on GPUs with randomized trace estimation.
19. Towards Large-Scale Learned Solvers for Parametric PDEs with Model-Parallel Fourier Neural Operators.
20. Accelerating innovation with software abstractions for scalable computational geophysics.
21. Reliable amortized variational inference with physics-based latent distribution correction.
22. Memory Efficient Invertible Neural Networks for 3D Photoacoustic Imaging.
23. De-risking geological carbon storage from high resolution time-lapse seismic to explainable leakage detection.
24. De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring Images.
25. Compressive time-lapse seismic monitoring of carbon storage and sequestration with the joint recovery model.
26. Low-memory stochastic backpropagation with multi-channel randomized trace estimation.
27. Ultra-low memory seismic inversion with randomized trace estimation.
28. Learning by example: fast reliability-aware seismic imaging with normalizing flows.
29. Preconditioned training of normalizing flows for variational inference in inverse problems.
30. Parameterizing uncertainty by deep invertible networks, an application to reservoir characterization.
31. Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows.
32. Transfer learning in large-scale ocean bottom seismic wavefield reconstruction.
33. Dynamics of extended Schelling models.
34. A deep-learning based Bayesian approach to seismic imaging and uncertainty quantification.
35. Uncertainty quantification in imaging and automatic horizon tracking: a Bayesian deep-prior based approach.
36. Extended source imaging, a unifying framework for seismic & medical imaging.
37. Scaling through abstractions - high-performance vectorial wave simulations for seismic inversion with Devito.
38. Generalized Minkowski sets for the regularization of inverse problems.
39. Neural network augmented wave-equation simulation.
40. Learned imaging with constraints and uncertainty quantification.
41. The Impact of Technologies in Political Campaigns.
42. Algorithms and software for projections onto intersections of convex and non-convex sets with applications to inverse problems.
43. Serverless seismic imaging in the cloud.
44. An Event-Driven Approach to Serverless Seismic Imaging in the Cloud.
45. Architecture and performance of Devito, a system for automated stencil computation.
46. Devito: an embedded domain-specific language for finite differences and geophysical exploration.
47. Spatial features of synaptic adaptation affecting learning performance.
48. The complex social network of surnames: A comparison between Brazil and Portugal.
49. A Unified 2D/3D Large Scale Software Environment for Nonlinear Inverse Problems.
50. Performance prediction of finite-difference solvers for different computer architectures.
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