Dr. phil. nat. Manuel Renold

Arbeit an der ZHAW

Tätigkeit

Head of Cybernetic Learning Systems

Arbeits- und Forschungsschwerpunkte

Intelligent Systems in Operations In particular: Machine Learning/Deep Learning, Operation in Aviation, Simulation, (Deep) Reinforcment Learning, AI in Aviation, Operations Research and Process Optimization, Business Analysis, Statistics, Multiobjectiv Optimization, Digital Twins

Lehrtätigkeit in der Weiterbildung

CAS Advanced Machine Learning and Machine Learning Operations

Netzwerk

Mitglied in Netzwerken

• Datalab - The ZHAW Data Science Laboratory
• ATRS - Air Transport Research Society
• soAR - Symbosium on Aviation Research
• ASPAG Airport Simulation Performance Group
• Flatland Association
• AMDL/EPFL - Applied Machine Learning Days
• EGU - European Geosciences Union
• Artificial Intelligence Suisse
• AMS - American Metrological Society
• ARC - Airport Research Center (developer group)

Projekte

• AI4REALNET: AI for REAL-world NETwork operation / Teammitglied / Projekt laufend
• Deep Dive ML on Simulated Enzyme-Electrolysis Performance / Teammitglied / Projekt abgeschlossen
• Effizientes Monitoring der Steuerung von Lichtsignalanlagen / Teammitglied / Projekt abgeschlossen
• FarmAI – Künstliche Intelligenz für den Farming Simulator / Teammitglied / Projekt abgeschlossen
• Energiewende und gesellschaftliche Verankerung / Teammitglied / Projekt abgeschlossen
• Entwicklung neuer Verhaltensmodelle zur Simulation von Personenströmen und eines optimierten Ertragskonzepts / Teammitglied / Projekt abgeschlossen

Publikationen

• Renold, Manuel; Vollenweider, Janik; Mijović, Nemanja; Kuljanin, Jovana; Kalić, Milica,

  2023.

  Methodological framework for a deeper understanding of airline profit cycles in the context of disruptive exogenous impacts.

  Journal of Air Transport Management.

  106(102305).

  Verfügbar unter: https://doi.org/10.1016/j.jairtraman.2022.102305

• Kuljanin, Jovana; Kalić, Milica; Begović, Boris; Mijović, Nemanja; Renold, Manuel,

  2021.

  The effect of LCC market entry on dominant FSC's price into long haul sector : a case of Norwegian competition on British Airways' prices on selected transatlantic routes.

  Journal of Air Transport Management.

  91(102016).

  Verfügbar unter: https://doi.org/10.1016/j.jairtraman.2020.102016

• Kuljanin, Jovana; Kalic, Milica; Mijovic, Nemanja; Renold, Manuel,

  2018.

  The impact of low-cost carrier on traditional airline' fares on intercontinental routes.

  Technika.

  73(1), S. 117-123.

  Verfügbar unter: https://doi.org/10.5937/tehnika1801115K

• Yoshimori, Masakazu; Raible, Christoph C.; Stocker, Thomas F.; Renold, Manuel,

  2010.

  Simulated decadal oscillations of the Atlantic meridional overturning circulation in a cold climate state.

  Climate Dynamics.

  34(1), S. 101-121.

  Verfügbar unter: https://doi.org/10.1007/s00382-009-0540-9

• Renold, Manuel; Raible, C.C.; Yoshimori, M.; Stocker, T.F.,

  2010.

  Simulated resumption of the North Atlantic meridional overturning circulation : slow basin-wide advection and abrupt local convection.

  Quaternary Science Reviews.

  29(1-2), S. 101-112.

  Verfügbar unter: https://doi.org/10.1016/j.quascirev.2009.11.005

• Stocker, Thomas; Timmermann, Axel; Renold, Manuel; Timm, Oliver,

  2007.

  Effects of salt compensation on the climate model response in simulations of large changes of the Atlantic meridional overturning circulation.

  Journal of Climate.

  20, S. 5912-5928.

  Verfügbar unter: https://doi.org/10.1175/2007JCLI1662.1

• Timmermann, Axel; Okumura, Y.; An, S.-I.; Clement, A.; Dong, B.; Guilyardi, E.; Hu, A.; Jungclaus, J. H.; Renold, Manuel; Stocker, T. F.; Stouffer, R. J.; Sutton, R.; Xie, S.-P.; Yin, J.,

  2007.

  The influence of a weakening of the Atlantic meridional overturning circulation on ENSO.

  Journal of Climate.

  20, S. 4899-4919.

  Verfügbar unter: https://doi.org/10.1175/JCLI4283.1

• Mölg, Thomas; Renold, Manuel; Vuille, Mathias; Cullen, Nicolas J.; Stocker, Thomas F.; Kaser, Georg,

  2006.

  Indian Ocean zonal mode activity in a multicentury integration of a coupled AOGCM consistent with climate proxy data.

  Geophysical Research Letters.

  33(18).

  Verfügbar unter: https://doi.org/10.1029/2006GL026384

• Yoshimori, Masakazu; Raible, Christoph; Stocker, Thomas; Renold, Manuel,

  2006.

  On the interpretation of low-latitude hydrological proxy records based on Maunder Minimum AOGCM simulations.

  Climate Dynamics.

  27(5), S. 493-513.

  Verfügbar unter: https://doi.org/10.1007/s00382-006-0144-6

• Yoshimori, Masakzu; Stocker, Thomas; Raible, Christoph; Renold, Manuel,

  2005.

  Externally forced and internal variability in ensemble climate simulations of the Maunder Minimum.

  Journal of Climate.

  18, S. 4253-4270.

  Verfügbar unter: https://doi.org/10.1175/JCLI3537.1

• Raible, Christoph; Stocker, Thomas; Yoshimori, Masakazu; Renold, Manuel; Beyerle, Urs; Casty, Carlo; Luterbacher, Jürg,

  2005.

  Northern hemispheric trends of pressure indices and atmospheric circulation patterns in observations, reconstructions, and coupled GCM simulations.

  Journal of Climate.

  18, S. 3968-3982.

  Verfügbar unter: https://doi.org/10.1175/JCLI3511.1

• Renold, Manuel,

  2007.

  Simulations using the CCSM3 comprehensive AOGCM : mechanisms of abrupt climate change and natural variability during the last centuries.

  Bern:

  UniPress.

• Renold, Manuel; Kuljanin, Jovana; Kalić, Milica,

  2019.

  The comparison of financial performance of airlines with different business model operated in long-haul market [Paper].

  In:

  Kazda, Antonin; Smojver, Ivica, Hrsg.,

  INAIR 2019 : Global Trends in Aviation.

  8th International Conference on Air Transport (INAIR), Budapest, Hungary, 12-13 November 2019.

  Elsevier.

  S. 178-187.

  Transportation Research Procedia.

  Verfügbar unter: https://doi.org/10.1016/j.trpro.2019.12.032

• Schlögl, Sebastian; Bader, Nico; Anet, Julien Gérard; Frey, Martin; Spirig, Curdin; Renold, Manuel; Gutbrod, Karl,

  2021.

  Automated detection of urban heat islands based on satellite imagery, digital surface models, and a low-cost sensor network [Poster].

  In:

  EGU General Assembly 2021, Online, 19-30 April 2021.

  European Geosciences Union.

  Verfügbar unter: https://doi.org/10.5194/egusphere-egu21-14143

• Anet, Julien G.; Schlögl, Sebastian; Spirig, Curdin; Frey, Martin P.; Renold, Manuel; Gutbrod, Karl G.,

  2021.

  Building a new high-density air temperature measurement network in two Swiss cities [Poster].

  In:

  EGU General Assembly 2021, Online, 19-30 April 2021.

  European Geosciences Union.

  Verfügbar unter: https://doi.org/10.5194/egusphere-egu21-9102

• Steiner, Albert; Breu, Robin; Bruderer, Patrick; Renold, Manuel,

  2011.

  E-Gates at Zurich Airport.

  International Airport Review.

  15(6), S. 29.

  Verfügbar unter: https://www.internationalairportreview.com/article/7470/e-gates-at-zurich-airport/

• Renold, Manuel; Beyerle, Urs; Raible, Christoph; Knutti, Reto; Stocker, Thomas; Craig, Timothy,

  2004.

  Climate modeling with a Linux cluster.

  Eos: Earth & Space Science News.

  85(31), S. 290.

  Verfügbar unter: https://doi.org/10.1029/2004EO310003

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