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Automated matching of two-time X-ray photon correlation maps from phase-separating proteins with Cahn-Hilliard-type simulations using auto-encoder networks.
Timmermann S, Starostin V, Girelli A, Ragulskaya A, Rahmann H, Reiser M, Begam N, Randolph L, Sprung M, Westermeier F, Zhang F, Schreiber F, Gutt C. Timmermann S, et al. Among authors: starostin v. J Appl Crystallogr. 2022 Jun 15;55(Pt 4):751-757. doi: 10.1107/S1600576722004435. eCollection 2022 Aug 1. J Appl Crystallogr. 2022. PMID: 35974741 Free PMC article.
Neural network analysis of neutron and X-ray reflectivity data: automated analysis using mlreflect, experimental errors and feature engineering.
Greco A, Starostin V, Edel E, Munteanu V, Rußegger N, Dax I, Shen C, Bertram F, Hinderhofer A, Gerlach A, Schreiber F. Greco A, et al. Among authors: starostin v. J Appl Crystallogr. 2022 Apr 2;55(Pt 2):362-369. doi: 10.1107/S1600576722002230. eCollection 2022 Apr 1. J Appl Crystallogr. 2022. PMID: 35497655 Free PMC article.
Reverse-engineering method for XPCS studies of non-equilibrium dynamics.
Ragulskaya A, Starostin V, Begam N, Girelli A, Rahmann H, Reiser M, Westermeier F, Sprung M, Zhang F, Gutt C, Schreiber F. Ragulskaya A, et al. Among authors: starostin v. IUCrJ. 2022 May 28;9(Pt 4):439-448. doi: 10.1107/S2052252522004560. eCollection 2022 Jul 1. IUCrJ. 2022. PMID: 35844477 Free PMC article.
Fast fitting of reflectivity data of growing thin films using neural networks.
Greco A, Starostin V, Karapanagiotis C, Hinderhofer A, Gerlach A, Pithan L, Liehr S, Schreiber F, Kowarik S. Greco A, et al. Among authors: starostin v. J Appl Crystallogr. 2019 Nov 8;52(Pt 6):1342-1347. doi: 10.1107/S1600576719013311. eCollection 2019 Dec 1. J Appl Crystallogr. 2019. PMID: 31798360 Free PMC article.
Closing the loop: autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments.
Pithan L, Starostin V, Mareček D, Petersdorf L, Völter C, Munteanu V, Jankowski M, Konovalov O, Gerlach A, Hinderhofer A, Murphy B, Kowarik S, Schreiber F. Pithan L, et al. Among authors: starostin v. J Synchrotron Radiat. 2023 Nov 1;30(Pt 6):1064-1075. doi: 10.1107/S160057752300749X. Epub 2023 Oct 17. J Synchrotron Radiat. 2023. PMID: 37850560 Free PMC article.
Advice on describing Bayesian analysis of neutron and X-ray reflectometry.
McCluskey AR, Caruana AJ, Kinane CJ, Armstrong AJ, Arnold T, Cooper JFK, Cortie DL, Hughes AV, Moulin JF, Nelson ARJ, Potrzebowski W, Starostin V. McCluskey AR, et al. Among authors: starostin v. J Appl Crystallogr. 2023 Feb 1;56(Pt 1):12-17. doi: 10.1107/S1600576722011426. eCollection 2023 Feb 1. J Appl Crystallogr. 2023. PMID: 36777146 Free PMC article. Review.
63 results