Dr.  Natalya Zeinalova, M.Sc.

Dr. Natalya Zeinalova, M.Sc.

  • Adenauerring 20b, 76131 Karlsruhe

Curriculum Vitae

  • Postdoctoral Researcher, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
    2025–present
    Research focus: Lava dynamics inferred from numerical modelling: influence of lava rheology on its morphology
  • PhD in Geophysics (summa cum laude), Karlsruhe Institute of Technology (KIT), Germany
    2021 – 2025
    Dissertation: Numerical modelling of lava dynamics
  • M.Sc. in Technical Physics (with distinction), Tomsk State University, Russia
    2018 – 2020
    Thesis: Determination of the parameters of an axial two-stage compressor for local ventilation based on numerical simulation
  • B.Sc. in Technical Physics (with distinction), Tomsk State University, Russia 
    2014 – 2018
    Thesis: Numerical modeling of the Rank-Hilsch effect in the vortex tube
  • B.Sc. in Translation and Translation studies (additional higher education in the social and humanitarian department) (with distinction) 
    2015 – 2018
    Thesis: Mathematical Modelling in Systems Biology: An Introduction (Translation)

 

Research Interests

  • Lava dome growth modelling. Development of numerical models for long-term lava dome formation including:
    •    Isothermal models where the main parameters influencing the morphology of lava dome growth are extrusion rate, lava viscosity, crystal content growth;
    •    Non-isothermal models studying the impact of heat transfer at the lava-air interface, latent heat, viscous dissipation and thermal boundary conditions on lava dome formation
  • Lava flow modelling on natural topography
    •    using linear or nonlinear rheology
    •    investigating how physical parameters (e.g., crystal content, viscosity, yield stress) control flow morphology
  • Magma flow modelling in conduits and its transition to surface flows. Analysis of how rheology influences lava dome morphology

 

Research Experience

  • Research Assistant
    Karlsruhe Institute of Technology, Institute of Applied Geoscience 
    December, 2020 - 2025 
    Research focus: Numerical modelling of lava dynamics
  • Visiting Scholar – University of Oxford, UK
    Feb 2025 – May 2025
    Research focus: Numerical modelling of magma flow in conduits and lava dome development
  • Visiting Scholar – Istituto Nazionale di Geofisica e Vulcanologia, Italy
    March 2023
    Research focus:  Sensitivity analysis using the GPUFLOW model to investigate the influence of rheological parameters on lava flow morphology
  • PhD student – Graduate School of the KIT Climate and Environment Center (GRACE) 
    Feb 2022 – June 2025 
    Tasks: Advanced training through modules, summer schools, and workshops; development of analytical and problem-solving skills in climate and environmental research

 

Publications


2026
Numerical Approaches to Modelling of Lava Dome Growth
Zeinalova, N.; Ismail-Zadeh, A.; Tsepelev, I.; Melnik, O.; Schilling, F.
2026. Applications of Mathematics in Sciences, Engineering, and Economics – MathSEE Symposium, Karlsruhe, September 27–29, 2023. Ed.: A. Ott, 67–80, Springer Nature Switzerland. doi:10.1007/978-3-032-01279-1_4
2025
Numerical modelling of Lava Dynamics. PhD dissertation
Zeinalova, N.
2025, June 10. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000182157
Influence of rheological parameters on lava flow morphology inferred from numerical modelling
Zeinalova, N.; Bilotta, G.; Ismail-Zadeh, A.; Cappello, A.; Ganci, G.; Schilling, F.
2025. International Journal of Earth Sciences. doi:10.1007/s00531-025-02513-2
Influence of rheology on lava flow dynamics inferred from numerical modeling
Ismail-Zadeh, A.; Zeinalova, N.; Tsepelev, I.
2025. EGU General Assembly (2025), Vienna, Austria, April 27–May 2, 2025. doi:10.5194/egusphere-egu25-5227
2024
Numerical thermo-mechanical modelling of lava dome growth during the 2007-2009 dome-building eruption at Volcán de Colima
Zeinalova, N.; Ismail-Zadeh, A.; Tsepelev, I.; Melnik, O.; Schilling, F.
2024. Geophysical Journal International, 236 (1), 290–304. doi:10.1093/gji/ggad415
2023
Inverse Problems in Lava Dynamics
Ismail-Zadeh, A.; Korotkii, A.; Melnik, O.; Starodubtsev, I.; Starodubtseva, Y.; Tsepelev, I.; Zeinalova, N.
2023. Applications of Data Assimilation and Inverse Problems in the Earth Sciences. Ed.: A. Ismail-Zadeh, 196–208, Cambridge University Press (CUP). doi:10.1017/9781009180412.013
Modelling of the lava dome growth the 2007-2009 dome-building eruption at Volcán de Colima, Mexico
Zeinalova, N.; Ismail-Zadeh, A.; Tsepelev, I.; Melnik, O.; Schilling, F.; Zobin, V.
2023. XXVIII General Assembly of the International Union of Geodesy and Geophysics (IUGG), GFZ German Research Centre for Geosciences. doi:10.57757/IUGG23-0298
Numerical thermo-mechanical modelling of lava dome growth during the 2007-2009 dome-building eruption at Volcán de Colima
Zeinalova, N.; Ismail-Zadeh, A.; Tsepelev, I.; Melnik, O.; Schilling, F.
2023. EGU23-1068, Copernicus. doi:10.5194/egusphere-egu23-1068
2022
Mathematical and Numerical Models of Lava Dome Dynamics
Zeinalova, N.; Ismail-Zadeh, A.; Melnik, O.; Tsepelev, I.
2022, June 23. 33rd IUGG Conference on Mathematical Geophysics (CMG 2022), Online, June 20–24, 2022
2021
Lava Dome Morphology and Viscosity Inferred From Data-Driven Numerical Modeling of Dome Growth at Volcán de Colima, Mexico During 2007-2009
Zeinalova, N.; Ismail-Zadeh, A.; Melnik, O.; Tsepelev, I.; Zobin, V.
2021. Frontiers in Earth Science, 9, 735914. doi:10.3389/feart.2021.735914
Numerical Modeling of the 2007-2009 Lava Dome Growth in the Crater of Volcán de Colima, México
Zeinalova, N.; Ismail-Zadeh, A.
2021. GeoKarlsruhe (DGGV 2021), Karlsruhe, Germany, September 19–24, 2021. doi:10.48380/dggvt14h-wg06
Data-Driven Numerical Modeling of the Lava Dome Growth at Volcán de Colima, Mexico During 2007-2009
Zeinalova, N.; Ismail-Zadeh, A.; Melnik, O.; Tsepelev, I.; Zobin, V.
2021. American Geophysical Union (AGU) Fall Meeting (2021), New Orleans, LA, USA, December 13–17, 2021