Statistical approach for parameter identification by Turing patterns.
Sign Up to like & getrecommendations! Published in 2020 at "Journal of theoretical biology"
DOI: 10.1016/j.jtbi.2020.110319
Abstract: Prevailing theories in biological pattern formation, such as in morphogenesis or multicellular structures development, have been based on purely chemical processes, with the Turing models as the prime example. Recent studies have challenged the approach,… read more here.
Keywords: statistical approach; parameter; model; approach parameter ... See more keywords
A bilevel approach for parameter learning in inverse problems
Sign Up to like & getrecommendations! Published in 2018 at "Inverse Problems"
DOI: 10.1088/1361-6420/aade77
Abstract: A learning approach to selecting regularization parameters in multi-penalty Tikhonov regularization is investigated. It leads to a bilevel optimization problem, where the lower level problem is a Tikhonov regularized problem parameterized in the regularization parameters.… read more here.
Keywords: bilevel approach; inverse problems; approach parameter; approach ... See more keywords