Biblio
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Author Title Type [ Year] Filters: First Letter Of Title is A and Author is Felix J. Herrmann [Clear All Filters]
“Act normal that's crazy enough — an overview of seismic inversion with normalizing flows and surrogate modeling”, Scientific Computing, Applied and Industrial Mathematics (SCAIM) Seminar. 2023.
, “Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification”, in SPIE Medical Imaging Conference, 2023.
, “Amortized Bayesian Full Waveform Inversion and Experimental Design with Normalizing Flows”, in International Meeting for Applied Geoscience and Energy, 2023.
, “Amortized normalizing flows for transcranial ultrasound with uncertainty quantification”, in Medical Imaging with Deep Learning, 2023.
, “Abstractions and algorithms for efficient seismic inversion on accelerators”, in IMAGE Workshop on What's Next for FWI and its Derived Products, 2022.
, “Abstractions for at-scale seismic inversion”, in Rice Oil and Gas High Performance Computing Conference 2022, 2022, p. Thursday Workshop: Devito Training and Hackathon.
, “Accelerating innovation with software abstractions for scalable computational geophysics”, in International Meeting for Applied Geoscience and Energy Expanded Abstracts, 2022.
, “Adjoint operators as summary functions in amortized Bayesian inference frameworks”, ML4SEISMIC Partners Meeting. 2022.
, “Amortized velocity continuation with Fourier neural operators”, ML4SEISMIC Partners Meeting. 2022.
, “Accelerating Sparse Recovery by Reducing Chatter”, SIAM Journal on Imaging Sciences, vol. 13, pp. 1211–1239, 2020.
, “Architecture and performance of Devito, a system for automated stencil computation”, ACM Trans. Math. Softw., vol. 46, 2020.
, “Accelerating ideation and innovation cheaply in the Cloud the power of abstraction, collaboration and reproducibility”, in 4th EAGE Workshop on High-performance Computing, 2019.
, , , “Automatic statics and residual statics correction with low-rank approximation”, in EAGE Annual Conference Proceedings, 2018.
, “Algorithms and Julia software for FWI with multiple constraints”, SINBAD Fall consortium talks. SINBAD, 2017.
, “Amplitude vs. angle analysis as an unsupervised learning problem”, SINBAD Fall consortium talks. SINBAD, 2016.
, “Asymmetric sampling for time-lapse surveys”, SINBAD Fall consortium talks. SINBAD, 2016.
, “AVA classification as an unsupervised machine-learning problem”, in SEG Technical Program Expanded Abstracts, 2016, pp. 553-556.
, “Affordable full subsurface image volume–-an application to WEMVA”, in EAGE Annual Conference Proceedings, 2015.
, “Affordable omnidirectional image volumes extension to 3D”, SINBAD Fall consortium talks. SINBAD, 2015.
, “An algorithm for solving least-squares problems with a Helmholtz block and multiple right-hand-sides”, in International Conference On Preconditioning Techniques For Scientific And Industrial Applications, 2015.
, “Anisotropic RTM applied to field data”, SINBAD Fall consortium talks. SINBAD, 2015.
, “Automatic salt delineation — Wavefield Reconstruction Inversion with convex constraints”, SINBAD Spring consortium talks. SINBAD, 2015.
, “Automatic salt delineation — Wavefield Reconstruction Inversion with convex constraints”, SINBAD Fall consortium talks. SINBAD, 2015.
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