List of pre-approved graduate level courses
CENG501 Deep Learning (formerly CENG783)
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
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
PETE507 Numerical Reservoir Simulation I
PHYS741 Computational Materials Science I