List of pre-approved graduate level courses

CENG509 Algorithmic And Quantitative Trading

CENG570 Computational Geometry

CENG571 Numerical Analysis I

CENG574 Statistical Data Analysis

CENG575 Simulation Modelling And Analysis

CENG576 Numerical Methods In Optimization

CENG577 Parallel Computing

CENG732 Computer Animation

CENG734 Advanced Topics In Bioinformatics

CENG774 Complex Adaptive Systems

CENG777 Shape Analysis

CENG780 Sparse Matrix Computations

CENG783 Deep Learning

CENG789 Digital Geometry Processing

CENG793 Advanced Deep Learning

CENG795 Advanced Ray Tracing

CENG796 Deep Generative Models

CENG798 Quantum Computing

MATH581 Numerical Analysis I

MATH582 Numerical Analysis II

MATH593 Numerical Solut. of Partial Diff. Equ.

MATH595 The Boundary Element Method & App.      

MATH677 Numerical Meth. in Ordinary Diff. Equ.

MATH688 Finite Element Sol.of Diff. Equ.   

AEE501 Advanced Mathematics for Engineers I

AEE502 Advanced Mathematics for Engineers Ii

AEE539 Advanced Combustion in Engines

AEE540 Turbulence Modelling for Engineering Flows

AEE541 Advanced Computational Fluid Dynamics

AEE542 Turbulent Boundary Layers

AEE544 Advanced Airfoil and Propeller Theory

AEE546 Computational Fluid Dynamics on Unstruct. Grids

AEE548 Fundamentals of Aerodynamic Noise

AEE549 Linear Stability Theorem and Laminar Turbulent Boundary Layers Transition

AEE564 Wave Analysis and Wave Propagation In Structures

AEE714 Aeroelastic Effects in Structures

AEE717 Computer Simulation Using Particles

AEE724 High Performance Computing in Aerospace Engineering

IAM529 Applied Nonlinear Dynamics

IAM550 Portfolio Optimization

IAM557 Statistical Learning and Simulation

IAM560 Stochastic Aspects of Dynamics

IAM561 Introduction to Scientific Computing I

IAM562 Introduction to Scientific Computing II

IAM563 Methods of Applied Mathematics

IAM564 Basic Algorithms and Programming

IAM565 Introduction to Algorithms and Complexity

IAM566 Numerical Optimization

IAM567 Mathematical Modelling

IAM568 Mathematical Modelling of Transport Phenomena

IAM569 Wavelets,Transform Domain and Multiresolution Tech.

IAM570 Hybrid Systems

IAM571 Applications of Differential Quadrature Method in Engineering

IAM572 Finite Element Methods for Partial Differential Equations: Theory and Applications

IAM573 System Parameter Estimation and its Applications

IAM581 Special Topics in Financial Mathematics

IAM591 Programming Techniques in Applied Mathematics I

IAM592 Programming Techniques in Applied Mathematics II

IAM614 Methods of Computational Finance

IAM664 Inverse Problems

IAM665 Advanced Continuous Optimization

IAM757 Monte Carlo Methods in Finance and Insurance

IAM760 Model Order Reduction

IAM761 Networks and Graphs

IAM762 Adaptive Finite Elements and Optimal Control

IAM763 Numerical Simulation in Fluid Dynamics

IAM765 Finite Elements: Adaptivity

IAM766 Optimal Control With Partial Differantial Equations

IAM767 Iterative Methods for Large Scale Linear and Nonlinear Equations

IAM768 Methods and Applications of Uncertainty Quantification

IAM769 Reaction-Diffusion systems: Applications and Numerics

IAM770 Discontinuous Galerkin Methods

IAM771 Optimization Methods for Machine Learning

IAM772 Fundamentals of Machine Learning Algorithms

ME510 Numerical Methods for ME II

ME526 Vibration Of Cont.Sys.With Comput.Meth

ME579 Nonlinear Vibrations

ME581 Finite Element Analysis in Solid Mechanics

ME582 Finite Element Analysis in Thermofluids

ME705 Computational Fluid Dynamics for Incompressible Flows

CE522 Nonlinear Procedures In Finite Elem.An.

CE526 Finite Element Method

CE530 Modeling In Statistical Hydrology

CE559 Finite Element Appl.In Geotecnical Eng.

CE570 Advanced Fluid Mechanics Ii

CE580 Computational Fluid Dynamics

CE583 Advanced Analysis Techniques In Structural Engineering

CE587 Structural Optimization

CE593 Statistical Analysis In Coastal Eng.

CE5602 Numerical Modeling In Geomechanics

CE794 Soil Plasticity And Applications

CE7016 Nonlinear Structural Analysis

CE7018 Computational Inelasticity

PHYS741 Computational Materials Science I