Only non-EE coursework on this non-EE approved course list counts toward graduate degree requirements. If you want to add a course not on the approved list, please email the Director of Graduate Studies at murtis@umn.edu with your request. Include a copy of the syllabus and your reasons for why you would like to include this course toward meeting degree requirements.  Copy your advisor and Ann Rausch (arausch@umn.edu) when making your request.

Non-EE 4000 Level Courses Acceptable for Graduate Credit (effective June 2014)

AEM 4203 - Aerospace Propulsion

AEM 4295 - Problems in Fluid Mechanics

AEM 4301 - Orbital Mechanics

AEM 4303W - Flight Dynamics and Control (WI)

AEM 4305 - Spacecraft Attitude Dynamics and Control

AEM 4331 - Aerospace Vehicle Design

AEM 4333 - Aerospace Design: Special Projects

AEM 4371 - Helicopter Aerodynamics

AEM 4495 - Problems in Aerospace Systems

AEM 4501 - Aerospace Structures

AEM 4502 - Computational Structural Analysis

AEM 4511 - Mechanics of Composite Materials

AEM 4581 - Mechanics of Solids

AEM 4595 - Problems in Mechanics and Materials

AEM 4601 - Instrumentation Laboratory

AEM 4602W - Aeromechanics Laboratory (WI)

BIOL 4003 - Genetics

BIOL 4004 - Cell Biology

BIOL 4035 - Metagenomics Laboratory

BIOL 4121 - Microbial Ecology and Applied Microbiology

BIOL 4700 - Cell Physiology

BIOL 4850 - Special Topics in Biology

BIOL 4862 - Biological Photography and Digital Imaging Techniques

BIOL 4950 - Special Topics in Biology

CHEM 4001 - Chemistry of Biomass and Biomass Conversion to Fuels and Products

CHEM 4011 - Mechanisms of Chemical Reactions

CHEM 4021 - Computational Chemistry

CHEM 4066 - Chemistry of Industry

CHEM 4101 - Modern Instrumental Methods of Chemical Analysis

CHEM 4111W - Modern Instrumental Methods of Chemical Analysis Lab (WI)

CHEM 4201 - Materials Chemistry

CHEM 4214 - Polymers

CHEM 4221 - Introduction to Polymer Chemistry

CHEM 4223W - Polymer Laboratory (WI)

CHEM 4301 - Applied Surface and Colloid Science

CHEM 4311W - Advanced Organic Chemistry Lab (WI)

CHEM 4321 - Organic Synthesis

CHEM 4322 - Advanced Organic Chemistry

CHEM 4352 - Physical Organic Chemistry

CHEM 4361 - Interpretation of Organic Spectra

CHEM 4411 - Introduction to Chemical Biology

CHEM 4412 - Chemical Biology of Enzymes

CHEM 4413 - Nucleic Acids

CHEM 4501 - Introduction to Thermodynamics, Kinetics, and Statistical Mechanics

CHEM 4502 - Introduction to Quantum Mechanics and Spectroscopy

CHEM 4511W - Advanced Physical Chemistry Lab (WI)

CHEM 4601 - Green Chemistry (ENV)

CHEM 4701 - Inorganic Chemistry

CHEM 4711W - Advanced Inorganic Chemistry Lab (WI)

CHEM 4715 - Physical Inorganic Chemistry

CHEM 4725 - Organometallic Chemistry

CHEM 4735 - Bioinorganic Chemistry

CHEM 4745 - Advanced Inorganic Chemistry

CHEN 4214 - Polymers

CHEN 4401W - Senior Chemical Engineering Lab (WI)

CHEN 4402W - Chemical Engineering Lab II (WI)

CHEN 4501W - Chemical Engineering Design I (WI)

CHEN 4502W - Chemical Engineering Design II (WI)

CHEN 4601 - Process Control

CHEN 4701 - Advanced Undergraduate Applied Math I: Linear Analysis

CHEN 4702 - Advanced Undergraduate Rheology

CHEN 4704 - Advanced Undergraduate Physical Rate Processes I: Transport

CHEN 4706 - Advanced Undergraduate Physical and Chemical Thermodynamics

CHEN 4707 - Advanced Undergraduate Statistical Thermodynamics and Kinetics

CHEN 4708 - Advanced Undergraduate Chemical Rate Processes: Analysis of Chemical Reactors

CHEN 4712 - Rheology Laboratory Project

CSCI 4011 - Formal Languages and Automata Theory

CSCI 4041 - Algorithms and Data Structures

CSCI 4041H - Algorithms and Data Structures

CSCI 4061 - Introduction to Operating Systems

CSCI 4107 - Introduction to Computer Graphics Programming

CSCI 4131 - Internet Programming

CSCI 4211 - Introduction to Computer Networks

CSCI 4511W - Introduction to Artificial Intelligence (WI)

CSCI 4611 - Programming Interactive Computer Graphics and Games

CSCI 4707 - Practice of Database Systems

CSCI 4921 - History of Computing (TS, HIS)

CSCI 4970W - Advanced Project Laboratory (WI)

MATH 4065 - Theory of Interest

MATH 4152 - Elementary Mathematical Logic

MATH 4242 - Applied Linear Algebra

MATH 4281 - Introduction to Modern Algebra

MATH 4428 - Mathematical Modeling

MATH 4512 - Differential Equations with Applications

MATH 4567 - Applied Fourier Analysis

MATH 4603 - Advanced Calculus I

MATH 4604 - Advanced Calculus II

MATH 4606 - Advanced Calculus

MATH 4653 - Elementary Probability

MATH 4707 - Introduction to Combinatorics and Graph Theory

MATH 4990 - Topics in Mathematics

PHYS 4001 - Analytical Mechanics

PHYS 4002 - Electricity and Magnetism

PHYS 4041 - Computational Methods in the Physical Sciences

PHYS 4051 - Methods of Experimental Physics I

PHYS 4052W - Methods of Experimental Physics II (WI)

PHYS 4071 - Concepts in Physics

PHYS 4101 - Quantum Mechanics

PHYS 4121W - History of 20th-Century Physics (WI)

PHYS 4201 - Statistical and Thermal Physics

PHYS 4211 - Introduction to Solid-State Physics

PHYS 4303 - Electrodynamics and Waves

PHYS 4511 - Introduction to Nuclear and Particle Physics

PHYS 4611 - Introduction to Space Physics

PHYS 4621 - Introduction to Plasma Physics

PHYS 4911 - Introduction to Biopolymer Physics

STAT 4101 - Theory of Statistics I

STAT 4102 - Theory of Statistics II

STAT 4931 - Topics in Statistics

STAT 4932 - Topics in Statistics

Non-EE 5000 Level Approved List of Courses (Effective fall 2015)

AEM 5247 - Hypersonic Aerodynamics

AEM 5253 - Computational Fluid Mechanics

AEM 5333 - Design-to-Flight: Small Uninhabited Aerial Vehicles

AEM 5401 - Intermediate Dynamics

AEM 5431 - Trajectory Optimization

AEM 5501 - Continuum Mechanics

AEM 5503 - Theory of Elasticity

AEM 5581 - Mechanics of Solids

AEM 5651 – Aeroelasticity

BBE 5023 - Process Control and Instrumentation

BBE 5333 - Off-Road Vehicle Design

BBE 5413 - A Systems Approach to Residential Construction

BBE 5416 - Building Testing & Diagnostics

BBE 5733 - Renewable Energy Technologies

BioC 5001 - Biochemistry and Cellular Biology

BioC 5361 - Microbial Genomics and Bioinformatics

BioC 5527 - Introduction to Modern Structural Biology

BioC 5528 - Spectroscopy and Kinetics

BioC 5001 - Biochemistry and Cellular Biology

BIOL 5272 - Applied Biostatistics

BIOL 5485 - Introductory Bioinformatics

BMEN 5001 - Advanced Biomaterials

BMEN 5041 - Tissue Engineering

BMEN 5101 - Advanced Bioelectricity and Instrumentation

BMEN 5111 - Biomedical Ultrasound

BMEN 5151 - Introduction to BioMEMS and Medic Microdevices

BMEN 5201 - Advanced Biomechanics

BMEN 5311 - Advanced Biomedical Transport Processes

BMEN 5321 - Microfluidics in Biology and Medicine

BMEN 5351 - Cell Engineering

BMEN 5401 - Advanced Biomedical Imaging

BMEN 5411 - Neural Engineering

BMEN 5412 - Neuromodulation

BMEN 5413 - Neural Decoding and Interfacing

BMEN 5421 - Introduction to Biomedical Optics

BMEN 5444 - Muscle

BMEN 5501 - Biology for Biomedical Engineers

BMEN 5701 - Cancer Bioengineering

CHEM 5755 - X-Ray Crystallography

CHEM 5210 - Materials Characterization 

CHEN 5751 - Biochemical Engineering

CHEN 5753 - Biological Transport Processes

CHEN 5771 - Colloids and Dispersions

CE 5211 - Traffic Engineering

CE 5214 - Transportation Systems Analysis

CE 5341 -Wave Methods for Nondestructive Testing

CE 5411 -Applied Structural Mechanics

CMB 5200 - Statistical Genetics and Genomics

CSCI 5103 - Operating Systems

CSCI 5105 - Introduction to Distributed Systems

CSCI 5106 - Programming Languages

CSCI 5115 - User Interface Design, Implementation and Evaluation

CSCI 5125 - Collaborative and Social Computing

CSCI 5143 - Real-Time and Embedded Systems

CSCI 5161 - Introduction to Compilers

CSCI 5211 - Data Communications and Computer Networks

CSCI 5221 - Foundations of Advanced Networking

CSCI 5231 -Wireless and Sensor Networks

CSCI 5271 - Introduction to Computer Security

CSCI 5302 - Analysis of Numerical Algorithms

CSCI 5304 - Computational Aspects of Matrix Theory

CSCI 5403 - Computational Complexity

CSCI 5421 - Advanced Algorithms and Data Structures

CSCI 5451 - Introduction to Parallel Computing: Architectures, Algorithms, and Programming

CSCI 5461 - Functional Genomics, Systems Biology, and Bioinformatics

CSCI 5471 - Modern Cryptography

CSCI 5481 - Computational Techniques for Genomics

CSCI 5511 - Artificial Intelligence I

CSCI 5512 - Artificial Intelligence II

CSCI 5521 - Introduction to Machine Learning

CSCI 5523 - Introduction to Data Mining

CSCI 5525 - Machine Learning

CSCI 5527 - Deep Learning: Models, Computation, and Applications 

CSCI 5541 - Natural Language Processing

CSCI 5551 - Introduction to Intelligent Robotic Systems

CSCI 5552 - Sensing and Estimation in Robotics

CSCI 5561 - Computer Vision

CSCI 5607 - Fundamentals of Computer Graphics 1

CSCI 5608 - Fundamentals of Computer Graphics II

CSCI 5609 - Visualization

CSCI 5611 - Animation & Planning in Games

CSCI 5619 - Virtual Reality and 3D Interaction

CSCI 5707 - Principles of Database Systems

CSCI 5708 - Architecture and Implementation of Database Management Systems

CSCI 5801 - Software Engineering I

CSCI 5802 - Software Engineering II

ESCI 5201 - Time-Series Analysis of Geological Phenomena

ESCI 5204 - Geostatistics and Inverse Theory

ESCI 5205 - Fluid Mechanics in Earth and Environmental Sciences

ESCI 5302 - Isotope Geology

ESCI 5353 - Electron Microprobe Theory and Practice

GCD 5036 - Molecular Cell Biology

IE 5111 - Systems Engineering I

IE 5112 - Introduction to Operations Research

IE 5113 - Systems Engineering II

IE 5441 - Financial Decision Making

IE 5285 - Engineering the Allocation of Public Resources

MATS 5517 - Electron Microscopy

MATS 5531 - Electrochemical Engineering

MATS 5771 - Colloids and Dispersions

MATS 5802 Machine Learning 

MATH 5067 - Actuarial Mathematics I

MATH 5068 - Actuarial Mathematics II

MATH 5075 - Mathematics of Options, Futures, and Derivative Securities I

MATH 5076 - Mathematics of Options, Futures, and Derivative Securities II

MATH 5165 - Mathematical Logic I

MATH 5166 - Mathematical Logic II

MATH 5248 - Cryptology and Number Theory

MATH 5251 - Error-Correcting Codes, Finite Fields, Algebraic Curves

MATH 5335 - Geometry I

MATH 5336 - Geometry II

MATH 5378 - Differential Geometry

MATH 5385 - Introduction to Computational Algebraic Geometry

MATH 5445 - Mathematical Analysis of Biological Networks

MATH 5447 - Theoretical Neuroscience

MATH 5467 - Introduction to the Mathematics of Image and Data

MATH 5485 - Introduction to Numerical Methods I

MATH 5486 - Introduction to Numerical Methods II

MATH 5525 - Introduction to Ordinary Differential Equations

MATH 5535 - Dynamical Systems and Chaos

MATH 5583 - Complex Analysis

MATH 5587 - Elementary Partial Differential Equations I

MATH 5588 - Elementary Partial Differential Equations II

MATH 5615H - Introduction to Analysis 

MATH 5651 - Basic Theory of Probability and Statistics

MATH 5652 - Introduction to Stochastic Processes

MATH 5654 - Prediction and Filtering

MATH 5705 - Enumerative Combinatorics

MATH 5707 - Graph Theory and Non-enumerative Combinatorics

MATH 5711 - Linear Programming and Combinatorial Optimization

ME 5113 - Aerosol/Particle Engineering

ME 5223 - Materials in Design

ME 5228 - Introduction to Finite Element Modeling, Analysis, and Design

ME 5229 - Finite Elements and Numerical Methods for Computational Mechanics

ME 5241 - Computer-Aided Engineering

ME 5243 - Advanced Mechanism Design

ME 5247 - Stress Analysis, Sensing, and Transducers

ME 5281 - Analog and Digital Control

ME 5286 - Robotics

ME 5312 - Solar Thermal Technologies

ME 5341 - Case Studies in Thermal Engineering and Design 

ME 5344 - Thermodynamics of Fluid Flow With Applications

ME 5351 - Computational Heat Transfer

ME 5461 - Internal Combustion Engines

MOT 5001 - Leadership, Professionalism and Business Basics for Engineers (MOT 5001 counts only toward additional coursework credits, seminar/directed study 2 credit rule)  

MPHY 5170 - Basic Radiological Physics

MPHY 5171 - Medical and Health Physics of Imaging I

MPHY 5174 - Medical and Health Physics of Imaging II

MPHY 5178 - Physical Principles of Magnetic Resonance Imaging

NSC 5040 - Brain Networks: From Connectivity to Dynamics

NSE 5202 - Theoretical Neuroscience: Systems and Information Processing

NSE 5203 - Neuroscience of Vision

NSE 5661 - Systems Neuroscience

PHSL 5061 - Physiology for Biomedical Engineers

PHSL 5101 - Human Physiology

PHSL 5201 - Computational Neuroscience I: Membranes and Channels

PHYS 5001 - Quantum Mechanics I

PHYS 5002 - Quantum Mechanics II

PHYS 5011 - Classical Physics I

PHYS 5012 - Classical Physics II

PHYS 5041 - Mathematical Methods for Physics

PHYS 5081 - Introduction to Biopolymer Physics

PHYS 5201 - Thermal and Statistical Physics

PHYS 5402 - Radiological Physics

PHSL 5510 - Advanced Cardiac Physiology and Anatomy

PHYS 5701 - Solid-State Physics for Engineers and Scientists

PHYS 5702 - Solid State Physics for Engineers and Scientists

PSY 5036W - Computational Vision (WI)

PSY 5038W - Introduction to Neural Networks (WI)

STAT 5021 - Statistical Analysis

STAT 5031 - Statistical Methods for Quality Improvement

STAT 5041 - Bayesian Decision Making

STAT 5101 - Theory of Statistics I

STAT 5102 - Theory of Statistics II

STAT 5201 - Sampling Methodology in Finite Populations

STAT 5302 - Applied Regression Analysis

STAT 5303 - Designing Experiments

STAT 5401 - Applied Multivariate Methods

STAT 5421 - Analysis of Categorical Data

STAT 5511 - Time Series Analysi