Taraneh SAYADI

taraneh.sayadi@lecnam.net

📚Teaching▾

MU5MEF41 — Optimisation algorithms MU4MEF01 — Numerical methods for linear PDEs MU4MEM02 — Numerical methods for non-linear PDEs MU4MEF08 — Hydrodynamic instability

🔬Research▾

AI-driven modeling Multi-fidelity optimisation Simulations of complex flows Sensitivity analysis & uncertainty quantification

🎓Open Positions▾

Internships PhD PostDoc

📄Papers 👤CV

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Highlights in Research

The five most recent publications — a quick glance at the latest output.

1. An adaptive-learning framework for chemistry tabulation in turbulent reacting flows K. Niemietz, C. Scherding, W. Gemassmer, T. Sayadi & H. Pitsch — Computers & Fluids 314 (2026)
2. Leveraging scale separation and stochastic closure for data-driven prediction of chaotic dynamics I. Zighed, N. Thome, P. Gallinari & T. Sayadi — Data-Centric Engineering (2026)
3. Adjoint-based optimization of the Rayleigh–Bénard instability with melting boundary T. Fullana, A. Quirós Rodríguez, V. Le Chenadec & T. Sayadi — Structural and Multidisciplinary Optimization (2026)
4. Uncertainty-aware and parametrized dynamic reduced-order model: Application to unsteady flows I. Zighed, N. Thome, P. Gallinari & T. Sayadi — Phys. Rev. Fluids 10, 114902 (2025)
5. Equation-informed data-driven identification of flow budgets and dynamics N. Sevryugina, S. Costanzo, S. de Bruyn Kops, C. Caulfield, I. Mortazavi & T. Sayadi — Phys. Rev. Fluids (2025)

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