TY  - JOUR
AU  - Carpio Rodríguez, Ana María
AU  - Iakunin, Sergei
AU  - Stadler, Georg
PY  - 2020
DO  - 10.1088/1361-6420/ABAA30
SN  - 0266-5611
UR  - https://hdl.handle.net/20.500.14352/7238
T2  - Inverse problems
AB  - We propose a Bayesian inference framework to estimate uncertainties in inverse scattering problems. Given the observed data, the forward model and their uncertainties, we find the posterior distribution over a finite parameter iield representing the...
LA  - eng
PB  - IOP Publishing
KW  - Inverse scattering
KW  - Bayesian inference
KW  - Topological prior
KW  - PDE-constrained
KW  - Optimization
KW  - MCMC sampling
TI  - Bayesian approach to inverse scattering with topological priors
TY  - journal article
VL  - 36
ER  -