{"id":1332,"date":"2014-10-21T16:50:34","date_gmt":"2014-10-21T14:50:34","guid":{"rendered":"http:\/\/www.h-its.org\/?page_id=1332"},"modified":"2020-04-02T11:47:07","modified_gmt":"2020-04-02T09:47:07","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.h-its.org\/de\/forschung\/ain-de\/publications\/","title":{"rendered":"Publikationen"},"content":{"rendered":"\n  <div class=\"hits-blocks hits-publications-block\">\n\n      <div class=\"hits-tabs\">\n        <nav>\n          <ul>\n                          <li class=\"is-active\"><a href=\"#\" >Publikationen<\/a><\/li>\n                                      <li class=\"is-active\"><a href=\"#\" >Abschlussarbeiten<\/a><\/li>\n                                  <\/ul>\n        <\/nav>\n        <div class=\"content\">\n                      <div class=\"hits-tabs--tab\">\n            \n              <\/ul><h2 id=\"publication-year-2026\">2026<\/h2><ul class=\"publications-list\"><li>Saburova AS, Gasymov D, Gerasimov IS, Egorov OV, Chilingarian IV, Kolganov FM, Zasov AV, Rubtsov EV, Afanasiev AV, Demianenko MV (2026). <a href=\"https:\/\/doi.org\/10.3847\/1538-4357\/ae3139\"><span class=\"publication-title\">MUSE Study of Two Giant Low-surface-brightness Galaxies with Compact Satellites<\/span><\/a>, ApJ 998(1):19. <span style=\"color:#ddd; font-size:12px\">2196<\/span><\/li><li>Volkov M, Demianenko M, Matveev D, Grishin KA, Chilingarian IV (2026). <a href=\"https:\/\/doi.org\/10.52526\/25792776-25.72.2-334\"><span class=\"publication-title\">Website with interactive visualization of multivariate astronomical time series<\/span><\/a>, Communications of the Byurakan Astrophysical Observatory 72(2):334. <span style=\"color:#ddd; font-size:12px\">2198<\/span><\/li><\/ul><h2 id=\"publication-year-2025\">2025<\/h2><ul class=\"publications-list\"><li>Kollmeier JA, Rix H, Aerts C, Aird J, Alfaro PV, Almeida A, Anderson SF, Arseneau SM, Assef RJ, Aviram S, Aydar C, Badenes C, Bandyopadhyay A, Barger K, Barkhouser RH, Bauer FE, Behmard A, Bender C, Besser F, Bhattarai B, Bilgi P, Bird J, Bizyaev D, Blanc GA, Blanton MR, Bochanski J, Bovy J, Brandon C, Brandt WN, Brownstein JR, Buchner J, Burchett JN, Carlberg J, Casey AR, Castaneda-Carlos L, Chakraborty P, Chanam\u00e9 J, Chandra V, Cherinka B, Chilingarian I, Comparat J, Cosens M, Covey K, Crane JD, Crumpler NR, Cruz-Gonzalez I, Cunha K, Cunningham T, Dai X, Darling J, Davidson JW, Davis MC, Lee ND, Deacon N, Delgado JEM, Demasi S, Demianenko M, Derwent M, D\u2019Onghia E, Mille FD, Dias B, Donor J, Dow PN, Drory N, Dwelly T, Egorov O, Egorova E, El-Badry K, Engelman M, Eracleous M, Fan X, Farr E, Fries L, Frinchaboy P, Froning CS, G\u00e4nsicke BT, Garc\u00eda P, Gelfand J, Fusillo NPG, Glover S, Grabowski K, Grebel EK, Green PJ, Grier C, Gupta P, Gray AC, H\u00e4berle M, Hall PB, Hammond RP, Hawkins K, Harding AC, Heged\u0171s V, Herbst T, Hermes JJ, Hidalgo PR, Hilder T, Hogg DW, Holtzman JA, Horta D, Huang Y, Hwang H, Ibarra-Medel HJ, Imig J, Inight K, Jana A, Ji AP, Jim\u00e9nez-Arranz \u00d3, Jofre P, Johns M, Johnson J, Johnson JW, Johnston EJ, Jones AM, Katkov I, Knapp GR, Koekemoer AM, Kounkel M, Kreckel K, Krishnarao D, Krumpe M, Kumari N, Kupfer T, Lacerna I, Laporte C, Lepine S, Li J, Liu X, Loebman S, Long K, Roman-Lopes A, Lu Y, Majewski SR, Maoz D, McKinnon KA, Medan I, Merloni A, Minniti D, Morrison S, Myers N, M\u00e9sz\u00e1ros S, Nandra K, Nayak PK, Ness MK, Nidever DL, O\u2019Brien T, Oeur M, Oravetz A, Oravetz D, Otto J, Pallathadka GA, Palunas P, Pan K, Pappalardo D, Pandey R, Pe\u00f1aloza CAN, Pinsonneault MH, Pogge RW, Popp MT, Price-Whelan AM, Pulatova N, Qiu D, Ramirez S, Rankine A, Ricci C, Runnoe JC, Sanchez S, Salvato M, Sarbadhicary SK, Sattler N, Saydjari AK, Sayres C, Schinnerer E, Schlaufman KC, Schneider DP, Schreiber MR, Schwope A, Serna J, Shen Y, Sif\u00f3n C, Singh A, Sinha A, Smee S, Song Y, Souto D, Stassun KG, Steinmetz M, Stone-Martinez A, Stringfellow G, Stutz A, S\u00e1nchez-Gallego J, Tan JC, Tayar J, Thai R, Thakar A, Ting Y, Tkachenko A, Tovmassian G, Trakhtenbrot B, Fern\u00e1ndez-Trincado JG, Troup N, Trump J, Tuttle S, Marel RPvd, Villanova S, Villase\u00f1or J, Wachter S, Way Z, Weijmans A, Weinberg D, Wheeler A, Wiggins AI, Wilson J, Wofford A, Wong T, Wu Q, Wylezalek D, Wyse RFG, Xue X, Yang Q, Ybarra J, Zakamska N, Zari E, Zasowski G, Zeltyn G, Zucker C, Rom\u00e1n-Z\u00fa\u00f1iga CG, Zerme\u00f1o RdJ (2025). <a href=\"https:\/\/doi.org\/10.3847\/1538-3881\/ae0576\"><span class=\"publication-title\">Sloan Digital Sky Survey. V. Pioneering Panoptic Spectroscopy<\/span><\/a>, AJ 171(1):52. <span style=\"color:#ddd; font-size:12px\">2197<\/span><\/li><li>Mandal AK, Nu\u00f1ez FP, Jaiswal VK, Naddaf MH, Czerny B, Panda S, Karczmarek P, Pietrzy\u0144ski G, Pandey S, Peterson B, Zaja\u010dek M, Dov\u010diak M, Karas V, Narloch W, Kicia M, G\u00f3rski M, Ka\u0142uszy\u0144ski M, Hajdu G, Wielg\u00f3rski P, Zgirski B, Ga\u0142an C, Pych W, Smolec R, B\u0105kowska K, Gieren W, Kervella P (2025). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/202557795\"><span class=\"publication-title\">HALO. I. Photometric continuum reverberation mapping of Fairall 9<\/span><\/a>, A&#038;A <span style=\"color:#ddd; font-size:12px\">2144<\/span><\/li><li>Demianenko M, Afanasiev A, Rubtsov E, Toptun V, Pott J, Belinski A, Bauer FE, Chilingarian IV, Grishin KA, Burlak M, Ikonnikova N (2025). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/202555139\"><span class=\"publication-title\">Broad line region echo from highly accreting intermediate-mass black hole candidate SDSS J144850.08+160803.1:First probe of intra-night variability and reverberation mapping<\/span><\/a>, A&#038;A 702:A202. <span style=\"color:#ddd; font-size:12px\">2199<\/span><\/li><li>Pulatova NG, Rubtsov E, Chilingarian IV, Rix H, Demianenko M, Grishin KA, Katkov IY, Schneider DP, Aydar C, Buchner J, Salvato M, Merloni A, Koekemoer AM, Assef RJ, Ricci C, Wylezalek D, Gasymov D, Brandt WN, Pe\u00f1aloza CAN, Morrison S, Anderson SF, Bauer FE, Ibarra-Medel HJ, Wu Q (2025). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/202555117\"><span class=\"publication-title\">Optical emission line properties of eROSITA-selected SDSS-V galaxies<\/span><\/a>, A&#038;A 702:A67. <span style=\"color:#ddd; font-size:12px\">2200<\/span><\/li><li>Shukla N, Romeo A, Caravita C, Riha L, Vysocky O, Strakos P, Jaros M, Barbosa J, Vavrik R, Mignone A, Rossazza M, Truzzi S, Berta V, Colonnelli I, Medi\u0107 D, Boella E, Gregori D, Sciacca E, Tornatore L, Taffoni G, Deka PJ, Bacchini F, Wilhelm R, Doulis G, Pierre K, Rezzolla L, Colman T, Commer\u00e7on B, Bouizi O, Kuhn M, Raffin E, Sergent M, Wissing R, Marin G, Dolag K, Karademir GS, Perna G, Zanotti M, Trujillo-Gomez S (2025). <a href=\"https:\/\/doi.org\/10.1145\/3706594.3728892\"><span class=\"publication-title\">EuroHPC SPACE CoE: Redesigning Scalable Parallel Astrophysical Codes for Exascale. Invited Paper<\/span><\/a>, In: Proceedings of the 22nd ACM International Conference on Computing Frontiers: Workshops and Special Sessions. ACM, Cagliari Italy, pp 177-184 <span style=\"color:#ddd; font-size:12px\">2146<\/span><\/li><li>Schweder F, Trujillo-Gomez S, Polsterer K (2025). <a href=\"https:\/\/doi.org\/10.48550\/arxiv.2504.21393\"><span class=\"publication-title\">JAvaScript Multimodal INformation Explorer<\/span><\/a>, arXiv. https:\/\/arxiv.org\/abs\/2504.21393. <span style=\"color:#ddd; font-size:12px\">2147<\/span><\/li><li>Doser B, Polsterer KL, Fehlner A, Trujillo-Gomez S (2025). <a href=\"https:\/\/doi.org\/10.48550\/arxiv.2505.04676\"><span class=\"publication-title\">Machine Learning Workflow for Morphological Classification of Galaxies<\/span><\/a>, arXiv. https:\/\/arxiv.org\/abs\/2505.04676. <span style=\"color:#ddd; font-size:12px\">2148<\/span><\/li><\/ul><h2 id=\"publication-year-2024\">2024<\/h2><ul class=\"publications-list\"><li>Goradzhanov V, Chilingarian I, Demianenko M, Katkov I, Grishin K, Toptun V, Rubtsov E, Gasymov D, Kuzmin I (2024). <a href=\"https:\/\/doi.org\/10.26119\/vak2024.022\"><span class=\"publication-title\">Optical spectroscopy of host-galaxies of intermediate mass black holes: evolution of central black holes<\/span><\/a>, In: Modern astronomy: from the Early Universe to exoplanets and black holes. Special Astrophysical Observatory of the Russian Academy of Sciences, Nizhny Arkhyz, pp 133-138 <span style=\"color:#ddd; font-size:12px\">2201<\/span><\/li><li>Saburova AS, Gasymov D, Rubtsov EV, Chilingarian IV, Borisov S, Gerasimov I, Kolganov F, Kasparova AV, Uklein RI, B\u00edlek M, Grishin KA, Zasov A, Demianenko M, Katkov IY, Lalovi\u0107 A, Samurovi\u0107 S (2024). <a href=\"https:\/\/doi.org\/10.3847\/1538-4357\/ad67e0\"><span class=\"publication-title\">A Closer Look at the Extended Edge-on Low-surface Brightness Galaxies<\/span><\/a>, ApJ 973(2):167. <span style=\"color:#ddd; font-size:12px\">2202<\/span><\/li><li>Taffoni G, Mignone A, Tornatore L, Sciacca E, Guarrasi M, Lapenta G, Riha L, Vavrik R, Vysocky O, Kadlubiak K, Strakos P, Jaros M, Dolag K, Commercon B, Rezzolla L, Pierre K, Doulis G, Shen S, Marazakis M, Gregori D, Boella E, Perna G, Zanotti M, Raffin E, Polsterer K, Gomez ST, Marin G (2024). <a href=\"https:\/\/doi.org\/10.1117\/12.3020361\"><span class=\"publication-title\">Redesign of astrophysical codes for exascale computing: the SPACE experience<\/span><\/a>, Software and Cyberinfrastructure for Astronomy VIII,p.32,SPIE <span style=\"color:#ddd; font-size:12px\">2009<\/span><\/li><li>Gensior J, Feldmann R, Reina-Campos M, Trujillo-Gomez S, Mayer L, Keller BW, Wetzel A, Kruijssen JMD, Hopkins PF, Moreno J (2024). <a href=\"https:\/\/doi.org\/10.1093\/mnras\/stae1217\"><span class=\"publication-title\">H\u2009\n              i\n              discs of L* galaxies as probes of the baryonic physics of galaxy evolution<\/span><\/a>, Monthly Notices of the Royal Astronomical Society 531(1):1158-1178 <span style=\"color:#ddd; font-size:12px\">1883<\/span><\/li><li>Polsterer K, Doser B, Fehlner A, Trujillo-Gomez S (2024). <span class=\"publication-title\">Spherinator and HiPSter: Representation Learning for Unbiased Knowledge Discovery from Simulations<\/span> <span style=\"color:#ddd; font-size:12px\">2010<\/span><\/li><li>Pulatova NG, Rix H, Tugay AV, Zadorozhna LV, Seeburger R, Demianenko M (2024). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/202347983\"><span class=\"publication-title\">What excites the optical emission in X-ray-selected galaxies?<\/span><\/a>, A&#038;A 686:A223. <span style=\"color:#ddd; font-size:12px\">2203<\/span><\/li><li>De\u00a0Lucia G, Kruijssen JMD, Trujillo-Gomez S, Hirschmann M, Xie L (2024). <a href=\"https:\/\/doi.org\/10.1093\/mnras\/stae1006\"><span class=\"publication-title\">On the origin of globular clusters in a hierarchical universe<\/span><\/a>, Monthly Notices of the Royal Astronomical Society 530(3):2760-2777 <span style=\"color:#ddd; font-size:12px\">1884<\/span><\/li><li>Vantyghem A, Galvin T, Sebastian B, O\u2019Dea C, Gordon Y, Boyce M, Rudnick L, Polsterer K, Andernach H, Dionyssiou M, Venkataraman P, Norris R, Baum S, Wang X, Huynh M (2024). <a href=\"https:\/\/doi.org\/10.1016\/j.ascom.2024.100824\"><span class=\"publication-title\">Rotation and flipping invariant self-organizing maps with astronomical images: A cookbook and application to the VLA Sky Survey QuickLook images<\/span><\/a>, Astronomy and Computing 47:100824 <span style=\"color:#ddd; font-size:12px\">2018<\/span><\/li><li>Nu\u00f1ez FP, Czerny B, Panda S, Kovacevic A, Brandt W, Horne K (2024). <a href=\"https:\/\/doi.org\/10.3847\/2515-5172\/ad284a\"><span class=\"publication-title\">Reevaluating LSST\u2019s Capability for Time Delay Measurements in Quasar Accretion Disks<\/span><\/a>, Res. Notes AAS 8(2):47 <span style=\"color:#ddd; font-size:12px\">2032<\/span><\/li><li>Marra R, Churchill CW, Kacprzak GG, Nielsen NM, Trujillo-Gomez S, Lewis EA (2024). <a href=\"https:\/\/doi.org\/10.1093\/mnras\/stad3735\"><span class=\"publication-title\">Examining quasar absorption-line analysis methods: the tension between simulations and observational assumptions key to modelling clouds<\/span><\/a>, Monthly Notices of the Royal Astronomical Society 527(4):10522-10537 <span style=\"color:#ddd; font-size:12px\">2012<\/span><\/li><li>Gianniotis N, Polsterer KL, P\u00e9rez IIC (2024). <a href=\"https:\/\/doi.org\/10.14428\/esann\/2024.ES2024-72\"><span class=\"publication-title\">Positive and Scale Invariant Gaussian Process Latent Variable Model for Astronomical Spectra<\/span><\/a>, ESANN 2024 proceesdings,pp.315-320,Ciaco &#8211; i6doc.com <span style=\"color:#ddd; font-size:12px\">1867<\/span><\/li><\/ul><h2 id=\"publication-year-2023\">2023<\/h2><ul class=\"publications-list\"><li>Trujillo-Gomez S, Kruijssen JMD, Pfeffer J, Reina-Campos M, Crain RA, Bastian N, Cabrera-Ziri I (2023). <a href=\"https:\/\/doi.org\/10.1093\/mnras\/stad3165\"><span class=\"publication-title\">In situ\n              or accreted? Using deep learning to infer the origin of extragalactic globular clusters from observables<\/span><\/a>, Monthly Notices of the Royal Astronomical Society 526(4):5735-5755 <span style=\"color:#ddd; font-size:12px\">1888<\/span><\/li><li>Demianenko M, Malanchev K, Samorodova E, Sysak M, Shiriaev A, Derkach D, Hushchyn M (2023). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/202245189\"><span class=\"publication-title\">Understanding of the properties of neural network approaches for transient light curve approximations<\/span><\/a>, A&#038;A 677:A16. <span style=\"color:#ddd; font-size:12px\">2204<\/span><\/li><li>Nunez FP, Gianniotis N, Polsterer K (2023). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/202345932\"><span class=\"publication-title\">A Gaussian process cross-correlation approach to time-delay estimation in active galactic nuclei<\/span><\/a>, A&#038;A <span style=\"color:#ddd; font-size:12px\">1657<\/span><\/li><li>Djorgovski S, Mahabal A, Graham M, Polsterer K, Krone-Martins A (2023). <a href=\"https:\/\/doi.org\/10.1142\/13123\"><span class=\"publication-title\">Applications of AI in Astronomy<\/span><\/a> <span style=\"color:#ddd; font-size:12px\">1622<\/span><\/li><li>Nu\u00f1ez FP, Bruckmann C, Desamutara S, Czerny B, Panda S, Lobban AP, Pietrzy\u0144ski G, Polsterer KL (2023). <a href=\"https:\/\/doi.org\/10.1093\/mnras\/stad286\"><span class=\"publication-title\">Modeling photometric reverberation mapping data for the next generation of big data surveys. Quasar accretion disks sizes with the LSST<\/span><\/a>, Monthly Notices of the Royal Astronomical Society,stad286 <span style=\"color:#ddd; font-size:12px\">1630<\/span><\/li><li>Czerny B, Cao S, Jaiswal VK, Karas V, Khadka N, Mart\u00ednez-Aldama ML, Naddaf MH, Panda S, Nu\u00f1ez FP, Prince R, Ratra B, Sniegowska M, Yu Z, Zaja\u010dek M (2023). <a href=\"https:\/\/doi.org\/10.1007\/s10509-023-04165-7\"><span class=\"publication-title\">Accretion disks, quasars and cosmology: meandering towards understanding<\/span><\/a>, Astrophys Space Sci 368(2),8 <span style=\"color:#ddd; font-size:12px\">1628<\/span><\/li><\/ul><h2 id=\"publication-year-2022\">2022<\/h2><ul class=\"publications-list\"><li>Vaduvescu O, Macias AA, Wilson TG, Zegmott T, P\u00e9rez\u00a0Toledo FM, Predatu M, Gherase R, Pinter V, Nunez FP, Ulaczyk K, Soszy\u0144ski I, Mr\u00f3z P, Wrona M, Iwanek P, Szymanski M, Udalski A, Char F, Olave HS, Aravena-Rojas G, Vergara AC, Saez C, Unda-Sanzana E, Alcalde B, Burgos Ad, Nespral D, Galera-Rosillo R, Amos NJ, Hibbert J, L\u00f3pez-Comazzi A, Oey J, Serra-Ricart M, Licandro J, Popescu M (2022). <a href=\"https:\/\/doi.org\/10.1007\/s11038-022-09548-4\"><span class=\"publication-title\">The EURONEAR Lightcurve Survey of Near Earth Asteroids 2017\u20132020<\/span><\/a>, Earth Moon Planets 126(2),6 <span style=\"color:#ddd; font-size:12px\">1629<\/span><\/li><li>Boch T, Allen M, Bot C, Fernique P, Baumann M, Buga M, Bonnarel F, Durand D, Polsterer K (2022). <span class=\"publication-title\">Innovative Tools Fostered by the HiPS Ecosystem<\/span> <span style=\"color:#ddd; font-size:12px\">1623<\/span><\/li><li>Kollasch F, Polsterer K (2022). <span class=\"publication-title\">Interactive Exploration Framework for Big Data Sets<\/span> <span style=\"color:#ddd; font-size:12px\">1624<\/span><\/li><li>Lerch S, Polsterer K (2022). <a href=\"https:\/\/arxiv.org\/abs\/2204.05102\"><span class=\"publication-title\">Convolutional autoencoders for spatially-informed ensemble post-processing<\/span><\/a> <span style=\"color:#ddd; font-size:12px\">1483<\/span><\/li><li>Wielg\u00f3rski P, Pietrzy\u0144ski G, Pilecki B, Gieren W, Zgirski B, G\u00f3rski M, Hajdu G, Narloch W, Karczmarek P, Smolec R, Kervella P, Storm J, Gallenne A, Breuval L, Lewis M, Ka\u0142uszy\u0144ski M, Graczyk D, Pych W, Suchomska K, Taormina M, Garcia GR, Kotek A, Chini R, N\u0169nez FP, Noroozi S, Figaredo CS, Haas M, Hodapp K, Miko\u0142ajczyk P, Kotysz K, Mo\u017adzierski D, Ko\u0142aczek-Szyma\u0144ski P (2022). <a href=\"https:\/\/doi.org\/10.3847\/1538-4357\/ac470c\"><span class=\"publication-title\">An Absolute Calibration of the Near-infrared Period\u2013Luminosity Relations of Type II Cepheids in the Milky Way and in the Large Magellanic Cloud<\/span><\/a>, ApJ 927(1):89 <span style=\"color:#ddd; font-size:12px\">1627<\/span><\/li><li>Plier J, Zisler M, Furkel J, Knoll M, Marx A, Fischer A, Polsterer K, Konstandin MH, Petra S (2022). <a href=\"https:\/\/doi.org\/10.1007\/978-3-658-36932-3_37\"><span class=\"publication-title\">Learning Features via Transformer Networks for Cardiomyocyte Profiling<\/span><\/a>, Bildverarbeitung f\u00fcr die Medizin 2022,pp.167-172,Springer Fachmedien Wiesbaden <span style=\"color:#ddd; font-size:12px\">1481<\/span><\/li><\/ul><h2 id=\"publication-year-2021\">2021<\/h2><ul class=\"publications-list\"><li>Gianniotis N, Nu\u00f1ez FP, Polsterer KL (2021). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/202141710\"><span class=\"publication-title\">Disentangling the optical AGN and host-galaxy luminosity with a probabilistic flux variation gradient<\/span><\/a>, A&#038;A <span style=\"color:#ddd; font-size:12px\">1303<\/span><\/li><li>Polsterer K, Lerch S, D&#8217;Isanto A (2021). <a href=\"https:\/\/arxiv.org\/abs\/2103.03780\"><span class=\"publication-title\">From Photometric Redshifts to Improved Weather Forecasts: machine learning and proper scoring rules as a basis for interdisciplinary work<\/span><\/a> <span style=\"color:#ddd; font-size:12px\">1473<\/span><\/li><li>Mostert RIJ, Duncan KJ, R\u00f6ttgering HJA, Polsterer KL, Best PN, Brienza M, Br\u00fcggen M, Hardcastle MJ, Jurlin N, Mingo B, Morganti R, Shimwell T, Smith D, Williams WL (2021). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/202038500\"><span class=\"publication-title\">Unveiling the rarest morphologies of the LOFAR Two-metre Sky Survey radio source population with self-organised maps<\/span><\/a>, A&#038;A 645:A89 <span style=\"color:#ddd; font-size:12px\">1225<\/span><\/li><li>Plier J, Savarino F, Ko\u010dvara M, Petra S (2021). <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-75549-2_16\"><span class=\"publication-title\">First-Order Geometric Multilevel Optimization for Discrete Tomography<\/span><\/a>, Scale Space and Variational Methods in Computer Vision 12679:191-203,Springer International Publishing <span style=\"color:#ddd; font-size:12px\">1304<\/span><\/li><\/ul><h2 id=\"publication-year-2020\">2020<\/h2><ul class=\"publications-list\"><li>Polsterer KL (2020). <span class=\"publication-title\">Birds of a Feather Session on Machine Learning in Astronomy<\/span> <span style=\"color:#ddd; font-size:12px\">1227<\/span><\/li><li>Galvin TJ, Huynh MT, Norris RP, Wang XR, Hopkins E, Polsterer K, Ralph NO, O\u2019Brien AN, Heald GH (2020). <a href=\"https:\/\/doi.org\/10.1093\/mnras\/staa1890\"><span class=\"publication-title\">Cataloguing the radio-sky with unsupervised machine learning: a new approach for the SKA era<\/span><\/a>, Monthly Notices of the Royal Astronomical Society 497(3):2730-2758 <span style=\"color:#ddd; font-size:12px\">1164<\/span><\/li><li>Doorenbos L, Cavuoti S, Brescia M, D&#8217;Isanto A, Longo G (2020). <a href=\"https:\/\/www.springer.com\/gp\/book\/9783030658663\"><span class=\"publication-title\">Comparison of outlier detection methods on astronomical image data<\/span><\/a> <span style=\"color:#ddd; font-size:12px\">1259<\/span><\/li><li>Shcherbakov O, Polsterer K, Svyatnyy VA (2020). <a href=\"https:\/\/doi.org\/10.31474\/2074-7888-2020-1-22-27\"><span class=\"publication-title\">Integration of Distributed Parallel Simulation Environment with Cloud-Infrastructures<\/span><\/a> <span style=\"color:#ddd; font-size:12px\">1482<\/span><\/li><\/ul><h2 id=\"publication-year-2019\">2019<\/h2><ul class=\"publications-list\"><li>Nu\u00f1ez FP, Gianniotis N, Blex J, Lisow T, Chini R, Polsterer KL, Pott J, Esser J, Pietrzy\u0144ski G (2019). <a href=\"https:\/\/doi.org\/10.1093\/mnras\/stz2830\"><span class=\"publication-title\">Optical continuum photometric reverberation mapping of the Seyfert-1 galaxy Mrk509<\/span><\/a>, Monthly Notices of the Royal Astronomical Society 490(3):3936-3951 <span style=\"color:#ddd; font-size:12px\">474<\/span><\/li><li>Galvin TJ, Huynh M, Norris RP, Wang XR, Hopkins E, Wong OI, Shabala S, Rudnick L, Alger MJ, Polsterer KL (2019). <a href=\"https:\/\/doi.org\/10.1088\/1538-3873\/ab150b\"><span class=\"publication-title\">Radio Galaxy Zoo: Knowledge Transfer Using Rotationally Invariant Self-organizing Maps<\/span><\/a>, PASP 131(1004):108009 <span style=\"color:#ddd; font-size:12px\">1035<\/span><\/li><li>Gianniotis N (2019). <a href=\"https:\/\/doi.org\/10.1109\/IJCNN.2019.8852348\"><span class=\"publication-title\">Mixed Variational Inference<\/span><\/a>, 2019 International Joint Conference on Neural Networks (IJCNN),pp.1-8,IEEE <span style=\"color:#ddd; font-size:12px\">487<\/span><\/li><\/ul><h2 id=\"publication-year-2018\">2018<\/h2><ul class=\"publications-list\"><li>Wagner J (2018). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/201731207\"><span class=\"publication-title\">Generalised model-independent characterisation of strong gravitational lenses. III. Perturbed axisymmetric lenses<\/span><\/a>, A&#038;A 615:A102 <span style=\"color:#ddd; font-size:12px\">316<\/span><\/li><li>Maat JR, Gianniotis N, Protopapas P (2018). <a href=\"https:\/\/doi.org\/10.1109\/IJCNN.2018.8489094\"><span class=\"publication-title\">Efficient Optimization of Echo State Networks for Time Series Datasets<\/span><\/a>, 2018 International Joint Conference on Neural Networks (IJCNN),pp.1-7,IEEE <span style=\"color:#ddd; font-size:12px\">475<\/span><\/li><li>Wagner J, Tessore N (2018). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/201730947\"><span class=\"publication-title\">Generalised model-independent characterisation of strong gravitational lenses. II. Transformation matrix between multiple images<\/span><\/a>, A&#038;A 613:A6 <span style=\"color:#ddd; font-size:12px\">317<\/span><\/li><li>Wagner J, Liesenborgs J, Tessore N (2018). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/201731932\"><span class=\"publication-title\">Model-independent and model-based local lensing properties of CL0024+1654 from multiply imaged galaxies<\/span><\/a>, A&#038;A 612:A17 <span style=\"color:#ddd; font-size:12px\">318<\/span><\/li><li>D\u2019Isanto A, Polsterer KL (2018). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/201731326\"><span class=\"publication-title\">Photometric redshift estimation via deep learning. Generalized and pre-classification-less, image based, fully probabilistic redshifts<\/span><\/a>, A&#038;A 609:A111 <span style=\"color:#ddd; font-size:12px\">205<\/span><\/li><li>D\u2019Isanto A, Cavuoti S, Gieseke F, Polsterer KL (2018). <span class=\"publication-title\">Return of the features &#8211; Efficient feature selection and interpretation for photometric redshifts<\/span>, Astronomy &#038; Astrophysics, 616:A97 <span style=\"color:#ddd; font-size:12px\">315<\/span><\/li><\/ul><h2 id=\"publication-year-2017\">2017<\/h2><ul class=\"publications-list\"><li>Gieseke F, Polsterer KL, Mahabal A, Igel C, Heskes T (2017). <a href=\"https:\/\/doi.org\/10.1109\/SSCI.2017.8285225\"><span class=\"publication-title\">Massively-parallel best subset selection for ordinary least-squares regression<\/span><\/a>, 2017 IEEE Symposium Series on Computational Intelligence (SSCI),pp.1-8,IEEE <span style=\"color:#ddd; font-size:12px\">207<\/span><\/li><li>Polsterer K (2017). <span class=\"publication-title\">Astroinformatics; a new discipline or business as usual?<\/span>, In Astronomical Data Analysis Software an Systems XXVII (ADASS XXVII), vol. 496 of Astronomical Society of the Pacific Conference Series, Eds: Taylor, A.\u00a0R. and Rosolowsky, E., Sep 2017 <span style=\"color:#ddd; font-size:12px\">209<\/span><\/li><li>Wagner J (2017). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/201630200\"><span class=\"publication-title\">Generalised model-independent characterisation of strong gravitational lenses. I. Theoretical foundations<\/span><\/a>, A&#038;A 601:A131 <span style=\"color:#ddd; font-size:12px\">203<\/span><\/li><li>Polsterer K (2017). <span class=\"publication-title\">Photometric redshift estimations<\/span>, Proceedings of the International Astronomical Union Symposia and Colloquia, Cambridge University Press <span style=\"color:#ddd; font-size:12px\">444<\/span><\/li><li>Gianniotis N (2017). <a href=\"https:\/\/doi.org\/10.1007\/978-3-319-70087-8_40\"><span class=\"publication-title\">Linear Dimensionality Reduction for Time Series<\/span><\/a>, Neural Information Processing 10634:375-383,Springer International Publishing <span style=\"color:#ddd; font-size:12px\">451<\/span><\/li><li>D\u2019Isanto A, Polsterer KL (2017). <a href=\"https:\/\/www.elen.ucl.ac.be\/Proceedings\/esann\/esannpdf\/es2017-56.pdf\"><span class=\"publication-title\">Uncertain photometric redshifts via combining deep convolutional and mixture density networks<\/span><\/a>, In 25th European Symposium on Artificial Neural Networks, ESANN 2015, Bruges, Belgium, April 26-28, 2017 <span style=\"color:#ddd; font-size:12px\">1133<\/span><\/li><\/ul><h2 id=\"publication-year-2016\">2016<\/h2><ul class=\"publications-list\"><li>Kugler SD, Gianniotis N, Polsterer KL (2016). <a href=\"https:\/\/doi.org\/10.1109\/SSCI.2016.7849950\"><span class=\"publication-title\">A spectral model for multimodal redshift estimation<\/span><\/a>, 2016 IEEE Symposium Series on Computational Intelligence (SSCI),pp.1-8,IEEE <span style=\"color:#ddd; font-size:12px\">473<\/span><\/li><li>Polsterer K (2016). <span class=\"publication-title\">Dealing with Uncertain Multimodal Photometric Redshift Estimations<\/span>, Proc. IAU 12(S325):156-165. 2016 <span style=\"color:#ddd; font-size:12px\">106<\/span><\/li><li>Disanto A (2016). <span class=\"publication-title\">Uncertain Photometric Redshifts with Deep Learning Methods<\/span>, IAU Symposium, Astroinformatics, vol. 325, Eds: Brescia, M. and Djorgovski, G. and Feigelson, E. and Longo, G. and S. Cavuoti, eds., Oct 2016 <span style=\"color:#ddd; font-size:12px\">107<\/span><\/li><li>Polsterer KL (2016). <a href=\"https:\/\/doi.org\/10.1017\/S1743921316013089\"><span class=\"publication-title\">Dealing with Uncertain Multimodal Photometric Redshift Estimations.<\/span><\/a>, Proc. IAU 12(S325):156-165 <span style=\"color:#ddd; font-size:12px\">208<\/span><\/li><li>Crawford E, Norris R, Polsterer K (2016). <span class=\"publication-title\">WTF? Discovering the Unexpected in next-generation radio continuum surveys<\/span>, In Astronomical Data Analysis Software an Systems XXV (ADASS XXV), vol. 496 of Astronomical Society of the Pacific Conference Series, Eds: Taylor, A.\u00a0R. and Rosolowsky, E., Sep 2016 <span style=\"color:#ddd; font-size:12px\">105<\/span><\/li><li>Polsterer K, Gieseke F (2016). <span class=\"publication-title\">Probability Density Functions for Astronomy<\/span>, In Astronomical Data Analysis Software an Systems XXV (ADASS XXV), vol. 496 of Astronomical Society of the Pacific Conference Series, Eds: Taylor, A.\u00a0R. and Rosolowsky, E., Sep 2016 <span style=\"color:#ddd; font-size:12px\">108<\/span><\/li><li>Gianniotis N, K\u00fcgler SD, Ti\u0148o P, Polsterer KL (2016). <a href=\"https:\/\/doi.org\/10.1016\/j.neucom.2016.01.086\"><span class=\"publication-title\">Model-coupled autoencoder for time series visualisation<\/span><\/a>, Neurocomputing 192:139-146 <span style=\"color:#ddd; font-size:12px\">472<\/span><\/li><li>Gianniotis N, Schn\u00f6rr C, Molkenthin C, Bora SS (2016). <a href=\"https:\/\/doi.org\/10.1007\/s10044-015-0496-9\"><span class=\"publication-title\">Approximate variational inference based on a finite sample of Gaussian latent variables<\/span><\/a>, Pattern Anal Applic 19(2):475-485 <span style=\"color:#ddd; font-size:12px\">471<\/span><\/li><li>Disanto A, Cavuoti S, Brescia M, Donalek C, Longo G, Riccio G, Djorgovski S (2016). <span class=\"publication-title\">An analysis of feature relevance in the classification of astronomical transients with machine learning methods<\/span>, Monthly Notices of the Royal Astronomical Society, 457:3119\u20133132 <span style=\"color:#ddd; font-size:12px\">99<\/span><\/li><li>K\u00fcgler S, Gianniotis N, Polsterer K (2016). <span class=\"publication-title\">An explorative approach for inspecting Kepler data<\/span>, Monthly Notices of the Royal Astronomical Society, 455(4):4399\u20134405 <span style=\"color:#ddd; font-size:12px\">102<\/span><\/li><li>Polsterer K, Gieseke F, Igel C, Doser B, Gianniotis N (2016). <span class=\"publication-title\">Parallelized rotation and flipping INvariant Kohonen maps (PINK) on GPUs<\/span>, In European Symposium on Artificial Neural Networks (ESANN), pp. 405\u2013410 <span style=\"color:#ddd; font-size:12px\">103<\/span><\/li><\/ul><h2 id=\"publication-year-2015\">2015<\/h2><ul class=\"publications-list\"><li>Hoecker M, Polsterer KL, Kugler SD, Heuveline V (2015). <a href=\"https:\/\/doi.org\/10.1109\/CSE.2015.35\"><span class=\"publication-title\">Clustering of Complex Data-Sets Using Fractal Similarity Measures and Uncertainties<\/span><\/a>, 2015 IEEE 18th International Conference on Computational Science and Engineering,pp.82-91,IEEE <span style=\"color:#ddd; font-size:12px\">36<\/span><\/li><li>L\u00f3pez-S\u00e1nchez AR, Maksym WP, Polsterer KL, Borden K, Hollow RP, Whyte L (2015). <a href=\"https:\/\/doi.org\/10.1093\/mnras\/stv1688\"><span class=\"publication-title\">Radio Galaxy Zoo: host galaxies and radio morphologies derived from visual inspection<\/span><\/a>, Mon. Not. R. Astron. Soc. 453(3):2327-2341 <span style=\"color:#ddd; font-size:12px\">35<\/span><\/li><li>Polsterer KL, Gieseke F, Igel C (2015). <span class=\"publication-title\">Automatic Galaxy Classification via Machine Learning Techniques: Parallelized Rotation\/Flipping INvariant Kohonen Maps (PINK)<\/span>, In Astronomical Data Analysis Software an Systems XXIV (ADASS XXIV), vol. 495 of Astronomical Society of the Pacific Conference Series, p. 81, Eds: Taylor, A. R. and Rosolowsky, E., Sep 2015 <span style=\"color:#ddd; font-size:12px\">34<\/span><\/li><li>Polsterer KL, Gieseke F, Gianniotis N, Kuegler SD (2015). <span class=\"publication-title\">Analyzing Complex and Structured Data via Unsupervised Learning Techniques<\/span>, IAU General Assembly, 22:2258115, Aug 2015 <span style=\"color:#ddd; font-size:12px\">32<\/span><\/li><li>K\u00fcgler SD, Gianniotis N, Polsterer KL (2015). <a href=\"https:\/\/doi.org\/10.1093\/mnras\/stv1181\"><span class=\"publication-title\">Featureless classification of light curves<\/span><\/a>, Mon. Not. R. Astron. Soc. 451(4):3385-3392 <span style=\"color:#ddd; font-size:12px\">33<\/span><\/li><li>Gianniotis N, K\u00fcgler SD, Tino P, Polsterer KL, Misra R (2015). <span class=\"publication-title\">Autoencoding Time Series for Visualisation<\/span>, In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, pp. 495-500, May 2015 <span style=\"color:#ddd; font-size:12px\">31<\/span><\/li><li>K\u00fcgler SD, Polsterer K, Hoecker M (2015). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/201424801\"><span class=\"publication-title\">Determining spectroscopic redshifts by using k nearest neighbor regression. I. Description of method and analysis<\/span><\/a>, A&#038;A 576:A132 <span style=\"color:#ddd; font-size:12px\">30<\/span><\/li><\/ul><h2 id=\"publication-year-2014\">2014<\/h2><ul class=\"publications-list\"><li>K\u00fcgler SD, Nilsson K, Heidt J, Esser J, Schultz T (2014). <a href=\"https:\/\/doi.org\/10.1051\/0004-6361\/201322594\"><span class=\"publication-title\">Properties of optically selected BL Lacertae candidates from the SDSS<\/span><\/a>, A&#038;A 569:A95 <span style=\"color:#ddd; font-size:12px\">445<\/span><\/li><li>Polsterer KL, Gieseke F, Igel C, Goto T (2014). <span class=\"publication-title\">Improving the performance of photometric regression models via massive parallel feature selection<\/span>, Astronomical Data Analysis Software and Systems XXIII, 485:425 <span style=\"color:#ddd; font-size:12px\">447<\/span><\/li><li>Gieseke F, Polsterer K, Oancea CE, Igel C (2014). <span class=\"publication-title\">Speedy Greedy Feature Selection: Better Redshift Estimation via Massive Parallelism<\/span>, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Bruges (Belgium), 23-25 April 2014 <span style=\"color:#ddd; font-size:12px\">446<\/span><\/li><\/ul><h2 id=\"publication-year-2013\">2013<\/h2><ul class=\"publications-list\"><li>Kramer O, Gieseke F, Polsterer KL (2013). <a href=\"https:\/\/doi.org\/10.1016\/j.eswa.2012.12.002\"><span class=\"publication-title\">Learning morphological maps of galaxies with unsupervised regression<\/span><\/a>, Expert Systems with Applications 40(8):2841-2844 <span style=\"color:#ddd; font-size:12px\">449<\/span><\/li><li>Heinermann J, Kramer O, Polsterer KL, Gieseke F (2013). <span class=\"publication-title\">On GPU-Based Nearest Neighbor Queries for Large-Scale Photometric Catalogs in Astronomy<\/span>, In KI 2013: Advances in Artificial Intelligence, pp. 86\u201397, Springer Berlin Heidelberg, Berlin, Heidelberg <span style=\"color:#ddd; font-size:12px\">448<\/span><\/li><li>Polsterer KL, Zinn P, Gieseke F (2013). <a href=\"https:\/\/doi.org\/10.1093\/mnras\/sts017\"><span class=\"publication-title\">Finding new high-redshift quasars by asking the neighbours<\/span><\/a>, Monthly Notices of the Royal Astronomical Society 428(1):226-235 <span style=\"color:#ddd; font-size:12px\">450<\/span><\/li><\/ul><h2 id=\"publication-year-2012\">2012<\/h2><ul class=\"publications-list\"><li>Gieseke F, Polsterer K, Zinn P (2012). <span class=\"publication-title\">Photometric Redshift Estimation of Quasars: Local versus Global Regression<\/span>,  Astronomical Data Analysis Software and Systems XXI. Proceedings of a Conference held at Marriott Rive Gauche Conference Center, Paris, France, 6-10 November <span style=\"color:#ddd; font-size:12px\">470<\/span><\/li><\/ul><h2 id=\"publication-year-2011\">2011<\/h2><ul class=\"publications-list\"><li>Assef RJ, Denney KD, Kochanek CS, Peterson BM, Koz\u0142owski S, Ageorges N, Barrows RS, Buschkamp P, Dietrich M, Falco E, Feiz C, Gemperlein H, Germeroth A, Grier CJ, Hofmann R, Juette M, Khan R, Kilic M, Knierim V, Laun W, Lederer R, Lehmitz M, Lenzen R, Mall U, Madsen KK, Mandel H, Martini P, Mathur S, Mogren K, Mueller P, Naranjo V, Pasquali A, Polsterer K, Pogge RW, Quirrenbach A, Seifert W, Stern D, Shappee B, Storz C, Saders JV, Weiser P, Zhang D (2011). <a href=\"https:\/\/doi.org\/10.1088\/0004-637x\/742\/2\/93\"><span class=\"publication-title\">Black Hole Mass Estimates Based on C IV are Consistent with Those Based on the Balmer Lines<\/span><\/a>, ApJ 742(2):93 <span style=\"color:#ddd; font-size:12px\">453<\/span><\/li><li>Pasquali A, Bik A, Zibetti S, Ageorges N, Seifert W, Brandner W, Rix H, J\u00fctte M, Knierim V, Buschkamp P, Feiz C, Gemperlein H, Germeroth A, Hofmann R, Laun W, Lederer R, Lehmitz M, Lenzen R, Mall U, Mandel H, M\u00fcller P, Naranjo V, Polsterer K, Quirrenbach A, Sch\u00e4ffner L, Storz C, Weiser P (2011). <a href=\"https:\/\/doi.org\/10.1088\/0004-6256\/141\/4\/132\"><span class=\"publication-title\">Infrared Narrowband Tomography of the Local Starburst NGC 1569 with the Large Binocular Telescope\/LUCIFER.<\/span><\/a>, The Astronomical Journal 141(4):132 <span style=\"color:#ddd; font-size:12px\">454<\/span><\/li><\/ul><h2 id=\"publication-year-2010\">2010<\/h2><ul class=\"publications-list\"><li>Gieseke F, Polsterer KL, Thom A, Zinn P, Bomanns D, Dettmar R, Kramer O, Vahrenhold J (2010). <a href=\"https:\/\/doi.org\/10.1109\/ICMLA.2010.59\"><span class=\"publication-title\">Detecting Quasars in Large-Scale Astronomical Surveys<\/span><\/a>, 2010 Ninth International Conference on Machine Learning and Applications,pp.352-357,IEEE <span style=\"color:#ddd; font-size:12px\">452<\/span><\/li><li>J\u00fctte M, Knierim V, Polsterer K, Lehmitz M, Storz C, Seifert W, Ageorges N (2010). <a href=\"https:\/\/doi.org\/10.1117\/12.857022\"><span class=\"publication-title\">The LUCIFER control software<\/span><\/a>, Software and Cyberinfrastructure for Astronomy,p.774004,SPIE <span style=\"color:#ddd; font-size:12px\">469<\/span><\/li><li>Ageorges N, Seifert W, J\u00fctte M, Knierim V, Lehmitz M, Germeroth A, Buschkamp P, Polsterer K, Pasquali A, Naranjo V, Gemperlein H, Hill J, Feiz C, Hofmann R, Laun W, Lederer R, Lenzen R, Mall U, Mandel H, M\u00fcller P, Quirrenbach A, Sch\u00e4ffner L, Storz C, Weiser P (2010). <a href=\"https:\/\/doi.org\/10.1117\/12.857760\"><span class=\"publication-title\">LUCIFER1 commissioning at the LBT<\/span><\/a>, Ground-based and Airborne Instrumentation for Astronomy III,p.77351L,SPIE <span style=\"color:#ddd; font-size:12px\">466<\/span><\/li><li>Buschkamp P, Hofmann R, Gemperlein H, Polsterer K, Ageorges N, Eisenhauer F, Lederer R, Honsberg M, Haug M, Eibl J, Seifert W, Genzel R (2010). <a href=\"https:\/\/doi.org\/10.1117\/12.857950\"><span class=\"publication-title\">The LUCIFER MOS: a full cryogenic mask handling unit for a near-infrared multi-object spectrograph<\/span><\/a>, Ground-based and Airborne Instrumentation for Astronomy III,p.773579,SPIE <span style=\"color:#ddd; font-size:12px\">467<\/span><\/li><li>Seifert W, Ageorges N, Lehmitz M, Buschkamp P, Knierim V, Polsterer K, Germeroth A, Pasquali A, Naranjo V, J\u00fctte M, Feiz C, Gemperlein H, Hofmann R, Laun W, Lederer R, Lenzen R, Mall U, Mandel H, M\u00fcller P, Quirrenbach A, Sch\u00e4ffner L, Storz C, Weiser P (2010). <a href=\"https:\/\/doi.org\/10.1117\/12.857782\"><span class=\"publication-title\">LUCIFER1: performance results<\/span><\/a>, Ground-based and Airborne Instrumentation for Astronomy III,p.77357W,SPIE <span style=\"color:#ddd; font-size:12px\">468<\/span><\/li><\/ul><h2 id=\"publication-year-2008\">2008<\/h2><ul class=\"publications-list\"><li>Mandel H, Seifert W, Hofmann R, J\u00fctte M, Lenzen R, Ageorges N, Bomans D, Buschkamp P, Dettmar R, Feiz C, Gemperlein H, Germeroth A, Geuer L, Heidt J, Knierim V, Laun W, Lehmitz M, Mall U, M\u00fcller P, Naranjo V, Polsterer K, Quirrenbach A, Sch\u00e4ffner L, Schwind F, Weiser P, Weisz H (2008). <a href=\"https:\/\/doi.org\/10.1117\/12.787203\"><span class=\"publication-title\">LUCIFER status report: summer 2008<\/span><\/a>, Ground-based and Airborne Instrumentation for Astronomy II,p.70143S,SPIE <span style=\"color:#ddd; font-size:12px\">465<\/span><\/li><\/ul><h2 id=\"publication-year-2006\">2006<\/h2><ul class=\"publications-list\"><li>Polsterer KL, J\u00fctte M, Knierim V, Lehmitz M, Mandel H (2006). <a href=\"https:\/\/doi.org\/10.1117\/12.671279\"><span class=\"publication-title\">Lucifer VR: a virtual instrument for the LBT<\/span><\/a>, Advanced Software and Control for Astronomy,p.62740M,SPIE <span style=\"color:#ddd; font-size:12px\">462<\/span><\/li><li>J\u00fctte M, Polsterer K, Knierim V, Luks T, Schimmelmann J, Muhlack T, Mandel H, Lehmitz M (2006). <a href=\"https:\/\/doi.org\/10.1117\/12.671272\"><span class=\"publication-title\">The Java based control software of the LUCIFER instrument<\/span><\/a>, Advanced Software and Control for Astronomy,p.62741H,SPIE <span style=\"color:#ddd; font-size:12px\">463<\/span><\/li><li>Knierim V, J\u00fctte M, Polsterer K, Schimmelmann J (2006). <a href=\"https:\/\/doi.org\/10.1117\/12.671611\"><span class=\"publication-title\">User interaction with the LUCIFER control software<\/span><\/a>, Advanced Software and Control for Astronomy,p.62741N,SPIE <span style=\"color:#ddd; font-size:12px\">464<\/span><\/li><li>Mandel HG, Appenzeller I, Seifert W, Baumeister H, Dettmar R, Feiz C, Gemperlein H, Germeroth A, Grimm B, Heidt J, Herbst T, Hofmann R, J\u00fctte M, Knierim V, Laun W, Luks T, Lehmitz M, Lenzen R, Polsterer K, Quirrenbach A, Rohloff R, Rosenberger J, Weiser P, Weisz H (2006). <a href=\"https:\/\/doi.org\/10.1117\/12.671067\"><span class=\"publication-title\">LUCIFER status report: Summer 2006<\/span><\/a>, Ground-based and Airborne Instrumentation for Astronomy,p.62693F,SPIE <span style=\"color:#ddd; font-size:12px\">461<\/span><\/li><\/ul><h2 id=\"publication-year-2004\">2004<\/h2><ul class=\"publications-list\"><li>Mandel H, Appenzeller I, Seifert W, Baumeister H, Bizenberger P, Dettmar R, Gemperlein H, Grimm B, Herbst TM, Hofmann R, Jutte M, Laun W, Lehmitz M, Ligori S, Lenzen R, Polsterer K, Rohloff R, Schuetze A, Seltmann A, Weiser P, Weisz H, Xu W (2004). <a href=\"https:\/\/doi.org\/10.1117\/12.551302\"><span class=\"publication-title\">LUCIFER status report, summer 2004<\/span><\/a>, Ground-based Instrumentation for Astronomy,p.1208,SPIE <span style=\"color:#ddd; font-size:12px\">458<\/span><\/li><li>Hofmann R, Gemperlein H, Grimm B, Jutte M, Mandel H, Polsterer K, Weisz H (2004). <a href=\"https:\/\/doi.org\/10.1117\/12.551137\"><span class=\"publication-title\">The cryogenic MOS unit for LUCIFER<\/span><\/a>, Ground-based Instrumentation for Astronomy,p.1243,SPIE <span style=\"color:#ddd; font-size:12px\">459<\/span><\/li><li>Juette M, Polsterer KL, Lehmitz M, Knierim V (2004). <a href=\"https:\/\/doi.org\/10.1117\/12.551166\"><span class=\"publication-title\">The development process of the LUCIFER control software<\/span><\/a>, Advanced Software, Control, and Communication Systems for Astronomy,p.469,SPIE <span style=\"color:#ddd; font-size:12px\">460<\/span><\/li><\/ul><h2 id=\"publication-year-2002\">2002<\/h2><ul class=\"publications-list\"><li>J\u00fctte M, Polsterer K, Lehmitz M, Dettmar R (2002). <span class=\"publication-title\">LUCIFER control software: an OO approach using CORBA technology<\/span>, SPIE Proceedings 4848 : 387 <span style=\"color:#ddd; font-size:12px\">486<\/span><\/li><li>Seifert W, Appenzeller I, Baumeister H, Bizenberger P, Bomans D, Dettmar R, Grimm B, Herbst T, Hofmann R, Juette M, Laun W, Lehmitz M, Lemke R, Lenzen R, Mandel H, Polsterer K, Rohloff R, Schuetze A, Seltmann A, Thatte NA, Weiser P, Xu W (2002). <a href=\"https:\/\/doi.org\/10.1117\/12.459494\"><span class=\"publication-title\">LUCIFER: a Multi-Mode NIR Instrument for the LBT<\/span><\/a>, Instrument Design and Performance for Optical\/Infrared Ground-based Telescopes,p.962,SPIE <span style=\"color:#ddd; font-size:12px\">457<\/span><\/li><\/ul>            <\/div>\n                                <div class=\"hits-tabs--tab\">\n              <\/ul><h2 id=\"publication-year-2023\">2023<\/h2><ul class=\"publications-list\"><li>Schweder F (2023). <span class=\"publication-title\">Probabilistic Modelling of Time Series for explorative Big Data Analysis in Astronomy (Master&#8217;s Thesis)<\/span> <span style=\"color:#ddd; font-size:12px\">1626<\/span><\/li><\/ul><h2 id=\"publication-year-2019\">2019<\/h2><ul class=\"publications-list\"><li>Hopkins E (2019). <span class=\"publication-title\">Semi-Automated Morphological Classification of All Radio Galaxies in the FIRST Survey Catalog Including Near-IR Counterparts\r\nin UKIDSS (Master&#8217;s Thesis)<\/span> <span style=\"color:#ddd; font-size:12px\">1640<\/span><\/li><li>D&#8217;Isanto A (2019). <a href=\"https:\/\/doi.org\/10.11588\/heidok.00026000\"><span class=\"publication-title\">Probabilistic photometric redshift estimation in massive digital sky surveys via machine learning (PhD Thesis)<\/span><\/a> <span style=\"color:#ddd; font-size:12px\">1480<\/span><\/li><\/ul><h2 id=\"publication-year-2015\">2015<\/h2><ul class=\"publications-list\"><li>Kugler SD (2015). <span class=\"publication-title\">On the application of machine learning approaches in astronomy: Exploring novel representations of high-dimensional and complex astronomical data (PhD Thesis)<\/span> <span style=\"color:#ddd; font-size:12px\">1625<\/span><\/li><\/ul>            <\/div>\n                            <\/div>\n      <\/div>\n\n  <\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":40632,"parent":32,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"page-templates\/group.php","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"hits-research-group":[1277],"class_list":["post-1332","page","type-page","status-publish","has-post-thumbnail","hentry","hits-research-group-ain-de"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publikationen - HITS gGmbH<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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