Kontak :
email : lavi.zuhal[at]itb.ac.id
scholar : https://scholar.google.com/citations?hl=id&user=HKeCn08AAAAJ
Kelompok Keahlian :
Bidang Keahlian :
Aerodinamika/Mekanika Fluida
Penelitian yang sedang dijalani :
(1) Development of Meshless Computational Fluid Dynamics and Computational Solid Mechanics
(2) Design optimization with Machine Learning
(3) Flapping aerodynamics (experimental and computational)
(4)Turbulent Boundary Layer Control
Penelitian yang ditawarkan :
(1) Development of Meshless Computational Fluid Dynamics and Computational Solid Mechanics
(2) Design optimization with Machine Learning
(3) Flapping aerodynamics (experimental and computational)
(4)Turbulent Boundary Layer Control
[[Link detail penelitian: https://flowdiagnostics.ftmd.itb.ac.id/research/]]
Representative publications :
- Enhancing the explainability of regression-based polynomial chaos expansion by Shapley additive explanations
- On the use of surrogate models in engineering design optimization and exploration: The key issues
- A comparative study of multi-objective expected improvement for aerodynamic design
- The structural response of cylindrical shells to internal shock loading
- Global sensitivity analysis via multi-fidelity polynomial chaos expansion
International Partner collaboration
| Fokus Riset | Overseas Partner University | Contact Person |
|---|---|---|
| Metode Simulasi Rekayasa yang Ditingkatkan dengan Pembelajaran Mesin untuk Menangani Geometri Kompleks | University of Cambridge, Inggris | Prof. Fehmi Cirak |
| Pengembangan Metode Reduced Order Model berbasis Machine Learning untuk Mempercepat Simulasi Dinamika Fluida Komputasional | ISAE-SUPAERO, Prancis | Prof. Joseph Morlier |
| Strategi Pengurangan Gaya Hambat Terinspirasi dari Alam untuk Aplikasi Aerodinamika dan Hidrodinamika: Studi Eksperimental | University of Melbourne, Australia | Bagus Nugroho, Ph |