DENİZ EROĞLU

Assistant Professor
 DENİZ EROĞLU

D BLOK 2. KAT 217

+90 (212) 533 65 32 / 1446

deniz.eroglu@khas.edu.tr

https://nodds.khas.edu.tr

Google Scholar

ORCID

Education

Doctorate

Humboldt-Universität zu Berlin
Theoretical Physics

Master's Degree

Ege University
Mathematical Physics

Bachelor's Degree

Ege University
Physics

Research Areas

  • Dynamical Systems
  • Complex Systems
  • Synchronization
  • Graph Theory

Work Experience

2019 / Continuing Kadir Has University
Assistant Professor

2017 / 2019 Northwestern University
Postdoctoral Fellow

2016 / 2017 Imperial College London
Postdoctoral Fellow

2017 / 2017 Humboldt-Universität zu Berlin
Postdoctoral Fellow

2013 / 2017 Potsdam Institute for Climate Impact Research
Research Assistant

Publications

  • "Cycle-Star Motifs: Network Response to Link Modifications",
    Bakrani, Sajjad; Kiran, Narcicegi; Eroglu, Deniz; Pereira, Tiago; , Journal of Nonlinear Science, (2024) Vol.34, No.4, DOI: 10.1007/s00332-024-10034-6
  • "Regime switching in coupled nonlinear systems: Sources, prediction, and control-Minireview and perspective on the Focus Issue",
    Franović, Igor; Eydam, Sebastian; Eroglu, Deniz; , Chaos (Woodbury, N.Y.), (2024) Vol.34, No.12, DOI: 10.1063/5.0247498
  • "The Statistics of q-Statistics",
    Eroglu, Deniz; Boghosian, Bruce M.; Borges, Ernesto P.; Tirnakli, Ugur; , Entropy, (2024) Vol.26, No.7, DOI: 10.3390/e26070554
  • "First-principle validation of Fourier's law in d=1,2,3 classical systems",
    Tsallis, Constantino; Lima, Henrique Santos; Tirnakli, Ugur; Eroglu, Deniz; , Physica D: Nonlinear Phenomena, (2023) Vol.446, DOI: 10.1016/j.physd.2023.133681
  • "Reconstructing Network Dynamics of Coupled Discrete Chaotic Units from Data",
    Topal, Irem; Eroglu, Deniz; , Physical Review Letters, (2023) Vol.130, No.11, DOI: 10.1103/PhysRevLett.130.117401
  • "Emergent hypernetworks in weakly coupled oscillators",
    Nijholt, Eddie; Ocampo-Espindola, Jorge Luis; Eroglu, Deniz; Kiss, István Z.; Pereira, Tiago; , Nature Communications, (2022) Vol.13, No.1, DOI: 10.1038/s41467-022-32282-4
  • "Network structural origin of instabilities in large complex systems",
    Duan, Chao; Nishikawa, Takashi; Eroglu, Deniz; Motter, Adilson E.; , Science Advances, (2022) Vol.8, No.28, DOI: 10.1126/sciadv.abm8310
  • "Sampling rate-corrected analysis of irregularly sampled time series",
    Braun, Tobias; Fernandez, Cinthya N.; Eroglu, Deniz; Hartland, Adam; Breitenbach, Sebastian F.M.; Marwan, Norbert; , Physical Review E, (2022) Vol.105, No.2, DOI: 10.1103/PhysRevE.105.024206
  • "Transformation cost spectrum for irregularly sampled time series",
    Ozdes, Celik; Eroglu, Deniz; , European Physical Journal: Special Topics, (2022) DOI: 10.1140/epjs/s11734-022-00512-x
  • "Nonlinear time series analysis of palaeoclimate proxy records",
    Marwan, Norbert; Donges, Jonathan F.; Donner, Reik V.; Eroglu, Deniz; , Quaternary Science Reviews, (2021) Vol.274, DOI: 10.1016/j.quascirev.2021.107245
  • "Erratum: Publisher's Note: Entropy of weighted recurrence plots [Phys. Rev. E 90, 042919 (2014) (Physical review. E (2014) 90 4 (042919))",
    Eroglu, Deniz; Peron, Thomas K.Dm; Marwan, Norbert; Rodrigues, Francisco A.; Costa, Luciano da F.; Sebek, Michael; Kiss, István Z.; Kurths, Jürgen; , Physical review. E, (2021) Vol.104, No.3-2, 39904 DOI: 10.1103/PhysRevE.104.039904
  • "Publisher's Note: Entropy of weighted recurrence plots [Phys. Rev. e 90, 042919 (2014)]",
    Eroglu, Deniz; Peron, Thomas K.D.M.; Marwan, Norbert; Rodrigues, Francisco A.; Da F. Costa, Luciano; Sebek, Michael; Kiss, István Z.; Kurths, Jürgen; , Physical Review E, (2021) Vol.104, No.3, DOI: 10.1103/PhysRevE.104.039904
  • "Recurrence analysis of extreme event-like data",
    Banerjee, Abhirup; Goswami, Bedartha; Hirata, Yoshito; Eroglu, Deniz; Merz, Bruno; Kurths, Jurgen; Marwan, Norbert; , Nonlinear Processes in Geophysics, (2021) Vol.28, No.2, 213-229 DOI: 10.5194/npg-28-213-2021
  • "Network dynamics reconstruction from data",
    Eroglu, Deniz; , Turkish Journal of Physics, (2021) Vol.44, No.4, 394-403 DOI: 10.3906/fiz-2004-7
  • "Holocene climate forcings and lacustrine regime shifts in the Indian summer monsoon realm",
    Prasad, Sushma; Marwan, Norbert; Eroglu, Deniz; Goswami, Bedartha; Mishra, Praveen K.; Gaye, Birgit; Anoop, A.; Basavaiah, N.; Stebich, Martina; Jehangir, Arshid; , Earth Surface Processes and Landforms, (2020) Vol.45, No.15, 3842-3853 DOI: 10.1002/esp.5004
  • "Revealing Dynamics, Communities, and Criticality from Data",
    Eroglu, Deniz; Tanzi, Matteo; Van Strien, Sebastian; Pereira, Tiago; , Physical Review X, (2020) Vol.10, No.2, DOI: 10.1103/PhysRevX.10.021047
  • "Collective dynamics of random Janus oscillator networks",
    Peron, Thomas; Eroglu, Deniz; Rodrigues, Francisco A.; Moreno, Yamir; , Physical Review Research, (2020) Vol.2, No.1, DOI: 10.1103/PhysRevResearch.2.013255
  • "Multifaceted Dynamics of Janus Oscillator Networks",
    Nicolaou, Zachary G.; Eroglu, Deniz; Motter, Adilson E.; , Physical Review X, (2019) Vol.9, No.1, DOI: 10.1103/PhysRevX.9.011017
  • "Recurrence plot analysis of irregularly sampled data",
    Ozken, Ibrahim; Eroglu, Deniz; Breitenbach, Sebastian F.M.; Marwan, Norbert; Tan, Liangcheng; Tirnakli, Ugur; Kurths, Jürgen; , Physical Review E, (2018) Vol.98, No.5, DOI: 10.1103/PhysRevE.98.052215
  • "Multiplex recurrence networks",
    Eroglu, Deniz; Marwan, Norbert; Stebich, Martina; Kurths, Jürgen; , Physical Review E, (2018) Vol.97, No.1, DOI: 10.1103/PhysRevE.97.012312
  • "Prediction of flow dynamics using point processes",
    Hirata, Yoshito; Stemler, Thomas; Eroglu, Deniz; Marwan, Norbert; , Chaos, (2018) Vol.28, No.1, DOI: 10.1063/1.5016219
  • "Climatic and in-cave influences on δ18O and δ13C in a stalagmite from northeastern India through the last deglaciation",
    Lechleitner, Franziska A.; Breitenbach, Sebastian F.M.; Cheng, Hai; Plessen, Birgit; Rehfeld, Kira; Goswami, Bedartha; Marwan, Norbert; Eroglu, Deniz; Adkins, Jess; Haug, Gerald; , Quaternary Research (United States), (2017) Vol.88, No.3, 458-471 DOI: 10.1017/qua.2017.72
  • "Synchronisation of chaos and its applications",
    Eroglu, Deniz; Lamb, Jeroen S.W.; Pereira, Tiago; , Contemporary Physics, (2017) Vol.58, No.3, 207-243 DOI: 10.1080/00107514.2017.1345844
  • "Regime Change Detection in Irregularly Sampled Time Series"
    , Marwan, Norbert; Eroglu, Deniz; Ozken, Ibrahim; Stemler, Thomas; Wyrwoll, Karl Heinz; Kurths, Jürgen; , Advances in Nonlinear Geosciences, (2017)
  • "See-saw relationship of the Holocene East Asian-Australian summer monsoon",
    Eroglu, Deniz; McRobie, Fiona H.; Ozken, Ibrahim; Stemler, Thomas; Wyrwoll, Karl Heinz; Breitenbach, Sebastian F.M.; Marwan, Norbert; Kurths, Jürgen; , Nature Communications, (2016) Vol.7, DOI: 10.1038/ncomms12929
  • "Tweaking synchronization by connectivity modifications",
    Schultz, Paul; Peron, Thomas; Eroglu, Deniz; Stemler, Thomas; Ramírez Ávila, Gonzalo Marcelo; Rodrigues, Francisco A.; Kurths, Jürgen; , Physical Review E, (2016) Vol.93, No.6, DOI: 10.1103/PhysRevE.93.062211
  • "Scaling behaviour for recurrence-based measures at the edge of chaos",
    Afsar, Ozgur; Eroglu, Deniz; Marwan, Norbert; Kurths, Jürgen; , EPL, (2015) Vol.112, No.1, DOI: 10.1209/0295-5075/112/10005
  • "Transformation-cost time-series method for analyzing irregularly sampled data",
    Ozken, Ibrahim; Eroglu, Deniz; Stemler, Thomas; Marwan, Norbert; Bagci, G. Baris; Kurths, Jürgen; , Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, (2015) Vol.91, No.6, DOI: 10.1103/PhysRevE.91.062911
  • "Finding recurrence networks' threshold adaptively for a specific time series",
    Eroglu, D.; Marwan, N.; Prasad, S.; Kurths, J.; , Nonlinear Processes in Geophysics, (2014) Vol.21, No.6, 1085-1092 DOI: 10.5194/npg-21-1085-2014
  • "Entropy of weighted recurrence plots",
    Eroglu, Deniz; Peron, Thomas K.D.M.; Marwan, Nobert; Rodrigues, Francisco A.; Costa, Luciano Da F.; Sebek, Michael; Kiss, István Z.; Kurths, Jürgen; , Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, (2014) Vol.90, No.4, DOI: 10.1103/PhysRevE.90.042919
  • "Connectivity-driven coherence in complex networks",
    Pereira, Tiago; Eroglu, Deniz; Bagci, G. Baris; Tirnakli, Ugur; Jensen, Henrik Jeldtoft; , Physical Review Letters, (2013) Vol.110, No.23, DOI: 10.1103/PhysRevLett.110.234103
  • "Q-thermostatistics of noise-driven Van der Pol oscillator",
    Eroglu, Deniz; Ozkan, Meltem; Bagci, G. Baris; , Physica A: Statistical Mechanics and its Applications, (2011) Vol.390, No.8, 1417-1423 DOI: 10.1016/j.physa.2010.12.013

Projects

Project Name Role in the Project Project Type Fund Establishment Start Date End Date
"BeyondTheEdge : Higher-Order Networks and Dynamics" Yürütücü Uluslararası Proje HORIZON Europe 02.01.2024
 31.12.2027
"Elektrik İletim Ağlarında Karmaşık Sistemler Analizleri: Modelleme, Modifikasyon ve Kontrol " Yürütücü Ulusal Proje TÜBİTAK ARDEB 01.03.2022
 01.03.2025
"Yapısal Modifikasyonların Karmaşık Ağ Senkronizasyonlarındaki Etkileri" Yürütücü Ulusal Proje TÜBİTAK ARDEB 01.02.2020
 01.02.2023
"Reveailing Dynamics and Networks from Data" Yürütücü Ulusal Proje TÜBİTAK BİDEB 01.10.2019
 01.10.2022

Courses Offered

Course Name Course Code Period
Complexity in Natural Sciences FENS103 2024/25 Spring
Introduction to Biostatistics MBG214 2024/25 Spring
Probability and Statistics FENS200*1 2024/25 Spring
Complex Networks and Their Applications CSE510 2024/25 Spring
Engineering Mathematics I FENS101 2024/25 Fall
Dynamical Systems CSE623 2024/25 Fall
Neural Math: Bridging Mathematics and Brain Science CSE518 2024/25 Fall