Academic Staff

• Forecasting energy and electricity demand by machine learning
• Modeling, simulation, and optimization of energy systems
• Renewable energy including solar, wind, and bioenergy systems

• Ocean, coastal, estuarine, riverine, and lacustrine hydromechanics: Waves, Hurricanes, Currents, Tides, Sediment transport, Turbulence
• Hurricanes and their oceanic and coastal impacts
• Numerical modeling and simulation of ocean, coastal, estuarine, riverine, and lacustrine hydrodynamics
• Adapting aquatic systems to natural and anthropogenic stressors and climate change; nature-based solutions
• Morphodynamic evolution of ocean, coastal, estuarine, riverine, and lacustrine zones
• Data analysis of ocean, coastal, estuarine, riverine, and lacustrine hydrodynamics
• Ocean, coastal, estuarine, riverine, and lacustrine field experiments
• Ocean and coastal structures; nature-based solutions; living shorelines

• Analog and Digital Integrated Circuits 
• Biomedical Circuits and Systems 
• Embedded System Design

• Sustainable, low-carbon construction materials
• Alkali-activated materials & Geopolymers

• Rheological properties  of cementitious materials

• Fracture behavior of cementitious materials
• Material characterization
• Fiber-reinforced concrete
• Concrete durability

Research Interests

• Machine Design & Computer Aided Machine Design
• Solid Mechanics
• Wear & Fatigue in Engine Parts
• Mechanical Failures & Deformation Mechanisms in Machine Components
• Computational Mechanics
• Automotive & Aerospace Materials, Lightweight Vehicle Design
• Mechanics of Materials
• Finite Element Methods
• Mechanical Design Optimization
• Internal Combustion Engines, 
• Defense Technologies
• NEMS/MEMS in Defense & Automotive & Aerospace Applications
• Fuel cells, Supercapacitors for Electric Cars

transportation planning, discrete choice models, freight transportation, airport access, micromobility

Structural and earthquake engineering

Structural health monitoring and damage detection

Non-destructive testing, operational modal analysis,

Wind energy and conversion systems

Spectroscopy and Applications
Enzyme Technology
Optical Sensors and Applications
Analytical Chemistry and Analysis Methods
Food Analysis

Sensors, Optical & Biomedical MEMS, Microsystems, Biomedical Instrumentation

Jet-Crossflow Interaction
Hybrid RANS-LES Methods
SGS Modeling in LES
Turbulent Convection and Heat Transfer
Turbulence Modeling
Computational Aerodynamics
Computational Fluid Dynamics
Fluid Dynamics

• Fuzzy Multi-Criteria Decision Making
• Fuzzy Multi-Objective Mathematical Programming 

• Supply Chain, Reverse Logistics 
• Humanitarian Logistics

Tissue Engineering and Regenerative Medicine

             Development of scaffold systems for tissue engineering applications

Controlled Drug Delivery Systems

             Targeted drug delivery, Micro-Nanoparticles for drug delivery

• Brain-Computer Interface
• Biomedical Signal Processing
• Biomedical Data Analysis
• Electroencephalography
• Artificial Intelligence
• Machine Learning
• Artificial Neural Networks
• Control Systems

Telecommunication, integer programming, decomposition techniques.

• Life Cycle Analysis (LCA)
• Coastal Structures and Processes
• Physical Modelling
• Environmental Impact Assessment of Coastal and Offshore Structures
• Discharge of Brine Effluents

• Molecular Analyses of Genetic Diseases
• Molecular Cytogenetics Methods (Fluorescence In Situ Hybridization (FISH), Microarray CGH (aCGH))
• Molecular Genetics Methods (Next Generation DNA Sequencing Technologies)
• Bioinformatics

• Machine Learning
• Natural Language Processing
• Network Analysis
• Multimodal Learning
• Computational Social Science

Evolutionary algorithms, Theoretical Computer Science

• Image Processing and Computer Vision

• Computer Graphics and Interactive Systems
• Extended Reality: Augmented Reality (AR) and Virtual Reality (VR)

• Artificial Intelligence (AI)
• And New Technologies...

• Bose–Einstein Condensation
• Regular Nonlinear Behavior of Particles

• Smooth Nonlinear Dynamical Systems

• Chaos Theory and Applications
• Mathematical Modeling
• Optical Lattice Structures

• Image Processing

• Machine Learning

• Synchronization and Control

• Protein Engineering
• Biosensors
• DNA binding proteins

Theoretical high energy and particle physics, mathematical physics

Relativity theory, Classical and quantum fields

Engineering 

Innovation

History

• Polymer Nanocomposites
• MEMS-based Gas Sensors
• Solar Energy Driven Systems
• Membrane Distillation
• Finite Element Method
• Computational Fluid Dynamics

• Mixed Signal (analog, digital, RF) electronics
• VLSI Circuit & Systems design and implementation
• Wireless communication circuits and systems
• Ultra-Wideband transceiver technologies
• Biomedical Circuit and systems

• Computational Biochemistry
• Modeling biochemical and organic reactions
• Computer aided drug design
• Quantitative structure-activity relationship

Applied Optimization, Metaheuristic Approaches, Transportation and Logistics Systems, Machine Learning

• Energy Systems
• Energy Efficiency
• Heat Transfer
• Computational Fluid Dynamics (CFD)
• Machine Learning
• 3D Printing
• Data Center Cooling
• Thermal Solar Energy Systems
• Photovoltaic Solar Energy Systems
• Heat Exchangers
• Thermodynamics
• Machine Design and Optimization

• Computational Systems Biology and Multi-Omics Integration: Integration and analysis of large-scale biological data (transcriptomics, proteomics, etc.).
• Machine Learning and Artificial Intelligence: Applications of Graph Neural Networks and explainable artificial intelligence on biomedical data.
• Cancer Biology and Precision Medicine: Molecular mechanisms of Ferroptosis and EMT (Epithelial–Mesenchymal Transition) processes in gastric, breast, and lung cancers.
• Drug Repurposing: Computational screening and validation of existing drugs for new therapeutic indications.
• Computer-Aided Drug Design and Pharmacogenomics: Modeling of protein–protein interactions, side effect prediction, and identification of novel therapeutic targets.

Cardiovascular dynamics
Biofluid dynamics
Cardiovascular engineering
Computational fluid dynamics
Experimental hemodynamics
Artificial heart pumps and mechanical circulatory support systems
Cardiovascular medical device design
Patient-specific cardiovascular modeling
Heart valves, RVOT conduits, and PPVI systems
3D-printed cardiovascular models
4D Flow MRI and medical-image-based flow analysis
Biomechanics and biomechatronics

• Dignostic analysis of pulmonary sounds
• Biomedical signal processing and pattern recognition
• Biomedical instrumentation 

• Geotechnical Earthquake Engineering
• Seismic Soil Liquefaction
• Probabilistic Modelling
• Numerical modeling and simulation of coastal and ocean hydrodynamics
• Construction safety and QA/QC management

Model Theory

Molecular Cell Biology

Cancer Biology

Organoids

Molecular Endocrinology

Adult Stem Cells 

Passivity-Based Control

Adaptive Control

Control of Nonlinear Systems with Time Delay

Nonlinear H-Infinity Control

Chaotic Control

• Optimal Control
• Time Delay System

Transcriptomics

Monoclonal Antibody

Upstream Process

Ferroptosis

Tumor Immunity

Nanobiomaterials

• Analog and Digital Integrated Circuits 
• Embedded System Design
• RTL Design
• Hardware Description Languages
• Reconfigurable Computing
• Electronic Design Automation
• Machine Learning for Hardware Modeling
• FPGA-Based Neural Network Implementation

Machine Theory and Control

System Dynamics and Control

Control Theory and Applications

Mechanical Vibrations

Algebraic Coding Theory

Field Theory and Polynomials

Locally Recoverable Codes

Probability Theory and related fields

• Deep Learning
• Computer Vision
• Image Processing

• Construction Management
• Project Management
• Risk Management
• Machine Learning