Lebanese American University School of Engineering

Research

Undergraduate Research

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From 2D Sketches to 3D Understanding: VR-Based Learning for Engineering Statics

Operational Foresight in Hospital Flow: A Dual-Approach Study Using Data-Driven Heuristics and System Dynamics

Effectiveness of fuel reduction against surface fire propagation

Physics-based Simulation of Extreme Wildfire Behavior on Sloping Terrain

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Optimization of Vertical Photovoltaic Façades Under Urban Shading Constraints

Wearable Human-Machine Interfaces

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Bridging Experimental Fermentation Data and Mechanistic Models Through Literature Synthesis

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SLIPT-Based Hybrid VLC/RF Cooperative Communication through Harvest-Store-Use (HSU) Relays

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Leveraging Deep Learning for Writer Identification in Handwritten Historic Arabic Documents

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A Comparative Biomechanical Analysis and Material-Constrained Selection of a Quadrupedal Limb Model for Robotic Applications.

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Physics-Informed Neural Networks for Transient Response

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Toward Generalized ECG-Based Seizure Detection: From Personalized to Cross-Patient Deep Learning Models

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Explainable AI for ASD Detection using fMRI Data

Predicting the Capacitance Degradation of Lithium-Ion Capacitors Using Machine Learning

Self-Reconfiguration Algorithm for Modular Robots

Patient-Specific Deep Learning for Seizure Prediction: EEG-Based Modeling and Explainability

Graphical Estimation of Equivalent Circuit Model Parameters for Energy Storage Systems

Focusing Memory in LLMs: Semantic and Temporal Aware Eviction for Enhanced Context Management

Feature-Conditioned Symbolic Music Generation: Leveraging Latent Representations for Mood Expression

Performing Music Generation Using Stable Diffusion

Transition Challenges to Alternative Fuel Vehicles in Developing Countries: A System Dynamics Approach

Numerical Simulation of Wind-Driven Shrubland-Fire Spread: A Parametric Study

Physics-based Simulation of Extreme Wildfire Behavior on Sloping Terrain

Application of AI imaging to optimize the Micro-Manufacturing of Surface Texture

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Shadow Effects in Solar Systems

Optimization of East-West Oriented Photovoltaic Systems for agricultural application in Lebanon

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Physics-Informed Neural Networks for Transient Response

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Economic Dispatch in Power Systems with Intermittent Supply

Mixing between bentonite grout and pore water during grout propagation

Machine Learning-Driven Optimization of Automated Dispensing Machines in Hospital Environments

Artificially Intelligent 3D-Printed Soft Gripper for Ripeness and Stiffness Identification

Sustainable Lean Approach in the Apparel Industry Validated through Discrete Event Simulation

Intelligent Texture Tool for Micro-Surface Engineering

Femtosecond Laser Ablation Process

Investigation of the Impact of Shading Location on Photovoltaic Panel Efficiency

Evaluating Flexural Performance and Failure Modes of FRP and Steel-Reinforced Concrete Beams

Computational Modeling of Ph Effect on ABE Fermentation using three Different Clostridium Acetobutylicum Strains Fed with Various mixtures of Glucose/Xylose

Physics-based Simulation of Extreme Wildfire Behavior on Sloping Terrain

Transient Analysis of H-type Vertical Axis Wind Turbines Using CFD

A comparative study on the performance of single-axis manual solar photovoltaic trackers: A case study of agricultural applications in Lebanon

Circular solutions for Airport Waste Management: A Sustainable Approach to Handling Post-Consumer Plastics

Maximizing Environmental Sustainability in Air Transportation through Fleet Utilization Optimization

Case Study of Lean in Hospital Admissions to Inspire Culture Change

Alleviating airport terminal congestion through dynamic space reallocation

An improved approach using Ant Colony Optimization for solving the Dynamic Facility layout problem

Optimizing Medication Supply chain in Hospitals through Automated Drugs Dispensing machines

Machine Learning for Film Thickness Prediction in Elastohydrodynamic Lubricated Elliptical Contacts

Exact Model Order Reduction for the Full-System Finite Element Solution of Thermal Elastohydrodynamic Lubrication Problems

Mitigating the Capacity Gap in Knowledge Distillation via Iterative Tutoring Approach

LLM Knowledge Distillation through Task Specific Teacher Prompting

Generative Evolutionary-Developmental Pipeline for Emotion-based Music Composition.

State of Health Estimation of Electrical Energy Storage Systems Using Machine Learning

Employing a Multi-Scenario Framework for Continuous Learning and Comparative Analysis of Large Language Models in Sequence Task Prediction

Enhancing Traffic Control Modeling: A Comparative Study of Model Predictive Control and Store-and-Forward Techniques with Reduced Offline Parameter Computation