Previous FYPs

Past Final Year Projects supervised by Dr. Rif Mohamed across CFD, AI, aerospace and computational engineering.

Featured Projects

D058Featured

Application of Autoencoders for LES Flow Reconstruction in a Backward-Facing Step

HENG PENG KAI DION

POD-ANN Framework for URANS Flow Reconstruction in a Backward-Facing Step

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B106Featured

CFD Analysis of Helicopter Downwash Using VBM

TANG SAI CHEONG DAYTON

Studies helicopter downwash using CFD and the Virtual Blade Model.

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2025 S2

D157

Conflict Generation and Robustness Analysis in Air Traffic Scenarios Using the BlueSky Simulator

KOH RUI EN

Investigates how air traffic conflicts can be generated and stress-tested using the BlueSky simulator.

P-C002

Software-Based Automation for Purchase Order Data Analysis and Repair Release Decision Support

NURFAUZINA BINTE MOHAMED UNIS

Automates extraction and validation of purchase order data from diverse formats to support repair decisions and generate service documentation

2025 S1

D117

Data-Driven Modeling of Stall Delay on Rotating Airfoils Using Machine Learning

LAI CHUNG HING

Uses machine learning to model and predict stall delay behaviour in rotating airfoils.

D057

Synthetic Air Traffic Conflict Generation Using GANs and BlueSky Simulator

KUMARA SWAMY SEETHA

Combines GANs with BlueSky to generate synthetic air traffic conflict scenarios.

D056

Exploring Wake Dynamics of Normal Flat Plates Using Spline-PINN and CFD

MATTHEW TEH YING JIAN

Studies wake dynamics behind flat plates using CFD and physics-informed neural networks.

B110

CFD Simulation of Rain Impact on NTU ABN Building Facade

TIMOTHY AU YOUNG WAI TIM

Examines how rain affects the hygrothermal performance of building facades using CFD.

B109

CFD Analysis of Flow Around a Wall-Mounted Prism

TAN ZHENG XIANG

Analyses flow behaviour around a wall-mounted prism using CFD simulations.

B108

Identification of Low Reynolds Number Airfoils with Laminar Separation

PADALA SASANK GANESH

Investigates low Reynolds number airfoils and laminar separation characteristics.

B107

Study of Samanea saman Trees on PM Dispersion Around Buildings

LIM SIN SIONG

Explores how trees influence particulate matter dispersion in urban environments.

B105

ML-CFD Optimization of Vortex Trapping Airfoil Designs

GUPTA DEVANSH

Integrates machine learning with CFD to optimise vortex trapping airfoil designs.

B104

CFD-ML Modeling of Wake Interference Between Tandem Airfoils

IAN TAN ZHENG LONG

Investigates wake interference effects between tandem airfoils using hybrid CFD-ML methods.

2024 S2

C129

CFD Analysis of Airflow Patterns Across NTU Campus

JHUNJHUNWALA SHIVAM

Studies large-scale airflow behaviour across NTU campus using CFD.

B320

Feng Shui-Inspired Indoor Airflow Optimization Using CFD

TYROHNN HIRA

Explores indoor airflow optimisation using CFD guided by Feng Shui principles.

B319

Development of Custom RANS Model Using Periodic Hills Case

JAIN MUSKAN

Develops and evaluates a custom RANS turbulence model using benchmark cases.

2024 S1

D098

Plagiarism Detection System for MA1008

FEROZE MOHAMED ARIF ARSHAD MAHMOOD MIAKHAN

Builds an automated system to detect plagiarism in student programming submissions.

D093

ML for Air Traffic Trajectory Prediction in Thunderstorms

NG KIAN LENG

Applies machine learning to predict aircraft trajectories under severe weather conditions.

D092

ML Models for Airspace Conflict Prediction with Wind Uncertainty

SIM WEI LIANG

Uses machine learning to predict airspace conflicts under uncertain wind conditions.

D037

Airspace Conflict Prediction Using ML (Part A)

JINDAL TISHA

Investigates machine learning approaches for predicting airspace conflicts.

D036

CFD Enhancement of Bio-Inspired Flight Using ML

SRIDURGA PARAMESHWARI

Combines CFD and ML to study bio-inspired flight mechanics.

D035

Tracing Industrial Odor Sources in Jurong West Using CFD and ML

KHO YU DIAN

Uses CFD and ML to identify sources of industrial odours.

D034

ML-Enhanced CFD for Joukowski Airfoil Analysis

FAYIZ RAHMAN

Applies machine learning to improve CFD simulations of Joukowski airfoils.

B305

Wake Dynamics and Drag Analysis of Flat Plates

KANOJIA PARINISTHA ASHISH

Studies wake behaviour and drag mechanisms behind flat plates.

B115

Computational Study of the Tears of Wine Phenomenon

TAN THONG HUI JUSTIN

Investigates the fluid mechanics behind the tears of wine effect.

B114

CFD Analysis of Transboundary Haze in Singapore

GOH AIK LOON ZANE

Studies haze transport and dispersion using CFD simulations.

B113

Optimization of Wind Catcher Shape Using CFD

VALDY LIONEL CHRISTIAN

Optimises wind catcher designs using computational fluid dynamics.

P-A010

Optimizing Ceiling Fan Blade Design for Improved Airflow Distribution and Draft Comfort

LEE YU HANG RYAN

Uses CFD coupled with a MOGA optimization algorithm to improve ceiling fan blade design for enhanced airflow distribution and indoor draft comfort.

P-C003

Low Reynolds Number Airfoil Flows for Small Turbine Applications using CFD

LOOGESWARAN ENRIQUE S/O ARUMUGAM

Investigates laminar separation bubbles in low Reynolds number airfoil flows using CFD to assess their impact on aerodynamic performance in small turbine applications.