Dr. phil. nat. Manuel Renold

Work at ZHAW

Position

Head of Cybernetic Learning Systems

Focus

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.

Projects

• AI4REALNET: AI for REAL-world NETwork operation / Team member / Project ongoing
• Deep Dive ML on Simulated Enzyme-Electrolysis Performance / Team member / Project completed
• Effizientes Monitoring der Steuerung von Lichtsignalanlagen / Team member / Project completed
• FarmAI – Artificial intelligence for Farming Simulator / Team member / Project completed
• Energiewende und gesellschaftliche Verankerung / Team member / Project completed
• Developing new behavioural models for simulating pedestrian flows and an optimized revenue concept / Team member / Project completed

Publications

• 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).

  Available from: 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).

  Available from: 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), pp. 117-123.

  Available from: 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), pp. 101-121.

  Available from: 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), pp. 101-112.

  Available from: 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, pp. 5912-5928.

  Available from: 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, pp. 4899-4919.

  Available from: 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).

  Available from: 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), pp. 493-513.

  Available from: 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, pp. 4253-4270.

  Available from: 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, pp. 3968-3982.

  Available from: 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, eds.,

  INAIR 2019 : Global Trends in Aviation.

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

  Elsevier.

  pp. 178-187.

  Transportation Research Procedia.

  Available from: 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.

  Available from: 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.

  Available from: 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), pp. 29.

  Available from: 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), pp. 290.

  Available from: https://doi.org/10.1029/2004EO310003

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