Kontak :

email : lavi.zuhal[at]itb.ac.id
scholar : https://scholar.google.com/citations?hl=id&user=HKeCn08AAAAJ

Kelompok Keahlian :

KK Dinamika Fluida & Propulsi

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 :

  1. Enhancing the explainability of regression-based polynomial chaos expansion by Shapley additive explanations
  2. On the use of surrogate models in engineering design optimization and exploration: The key issues
  3. A comparative study of multi-objective expected improvement for aerodynamic design
  4. The structural response of cylindrical shells to internal shock loading
  5. 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