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