56 citations · 120 across the 10 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
math.NA2020★ 19 cited
An efficient Quasi-Newton method for nonlinear inverse problems via learned singular values
Danny Smyl, Tyler N. Tallman, Dong Liu +1
Solving complex optimization problems in engineering and the physical sciences requires repetitive computation of multi-dimensional function derivatives. Commonly, this requires co…
physics.med-ph2020★ 3 cited
Fusing electrical and elasticity imaging
Andreas Hauptmann, Danny Smyl
Electrical and elasticity imaging are promising modalities for a suite of different applications including medical tomography, non-destructive testing, and structural health monito…
physics.comp-ph2020★ 19 cited
Learning and correcting non-Gaussian model errors
Danny Smyl, Tyler N. Tallman, Jonathan A. Black +2
All discretized numerical models contain modelling errors - this reality is amplified when reduced-order models are used. The ability to accurately approximate modelling errors inf…