Computational Science and Engineering Concentration (GR)

Required Course (0 credits)

The CIGP seminar is a Pass/No Pass course offered in both the Spring and Fall Semesters. While both the CSE and CLS tracks meet in the seminar course together, students will need to register for the seminar associated with their concentration. GRAD68900 CSE Seminar should only be used for CSE students, while GRAD68900 CLS Seminar should only be used for CLS students. Online students should contact cigp@purdue.edu.

• GRAD 68900 - Special Seminars Credits: 0.00 to 18.00 Title: CSE Seminar

Core Courses (6 credits)

Choose two Core Courses from two different areas, as listed below. The areas are: Introduction to CSE, Computational Mathematics, High Performance Computing, Intelligent Computing, Scientific Visualization, and Computational Optimization.

• Introduction to CSE:

• CS 50100 - Computing For Science And Engineering Credits: 3.00

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• Computational Mathematics:

• AAE 55800 - Finite Element Methods In Aerospace Structures Credits: 3.00
• CE 59500 - Finite Elements In Elasticity Credits: 3.00
• CE 59700 - Civil Engineering Projects Credits: 0.00 to 18.00 Computational Methods in Civil Engineering
• CHM 69600 - Special Topics In Chemistry Credits: 1.00 to 3.00 Title: Mathematical Models for Chemists

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• CS 51400 - Numerical Analysis Credits: 3.00 or
• MA 51400 - Numerical Analysis Credits: 3.00

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• CS 51500 - Numerical Linear Algebra Credits: 3.00
• ECE 64500 - Estimation Theory Credits: 3.00
• MA 69200 - Topics Applied Math Credits: 1.00 to 3.00 Title: Special Elemental Method
• ME 58100 - Numerical Methods In Mechanical Engineering Credits: 3.00
• ME 68100 - Finite And Boundary Element Methods Credits: 3.00

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• High Performance Computing:

• CS 52500 - Parallel Computing Credits: 3.00
• CS 51501 - Parallelism In Numerical Linear Algebra Credits: 3.00
• ECE 56300 - Programming Parallel Machines Credits: 3.00
• STAT 69500 - Seminar In Mathematical Statistics Credits: 1.00 to 3.00 Title: Divide Recomb RHadopp Big Data

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• Intelligent Computing:

• BME 64600 - Deep Learning - Theory And Practice Of Deep Neural Networks Credits: 3.00
• CS 57800 - Statistical Machine Learning Credits: 3.00
• ECE 57000 - Artificial Intelligence Credits: 3.00
• ME 53900 - Introduction To Scientific Machine Learning Credits: 3.00

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• Scientific Visualization:

• CS 53000 - Introduction To Scientific Visualization Credits: 3.00
• CGT 62100 - Compute Shader Programming Credits: 3.00
• ECE 66100 - Computer Vision Credits: 3.00

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• Computational Optimization:

• AAE 55000 - Multidisciplinary Design Optimization Credits: 3.00
• AGEC 55200 - Introduction To Mathematical Programming Credits: 3.00
• CS 52000 - Computational Methods In Optimization Credits: 3.00
• ECE 58000 - Optimization Methods For Systems And Control Credits: 3.00
• IE 53500 - Linear Programming Credits: 3.00
• IE 54100 - Nature-Inspired Computation Credits: 3.00

Relevant Courses (3-6 credits)

Choose one relevant course (3 credits) at the MS level, or two relevant courses (6 credits) at the PhD level from the list below.

• Aeronautics and Astronautics:

• AAE 53200 - Orbit Mechanics Credits: 3.00
• AAE 50800 - Optimization In Aerospace Engineering Credits: 3.00
• AAE 51200 - Computational Aerodynamics Credits: 3.00
• AAE 55000 - Multidisciplinary Design Optimization Credits: 3.00
• AAE 55800 - Finite Element Methods In Aerospace Structures Credits: 3.00
• AAE 59000 - Projects In Aeronautical Engineering Credits: 1.00 to 6.00 Title: Molecular Gas Dynamics
• AAE 62600 - Turbulence And Turbulence Modeling Credits: 3.00
• AAE 64600 - Elastic Wave Propagation Credits: 3.00
• AAE 65400 - Fracture Mechanics Credits: 3.00
• AAE 69000 - Advanced Aeronautical Engineering Projects Credits: 1.00 to 6.00 Titles: Turbulent Combustion Modeling; Modeling Damage and Strengthening Mechanisms in Materials

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• Agricultural Economics:

• AGEC 55200 - Introduction To Mathematical Programming Credits: 3.00
• AGEC 65000 - Application Of Quantitative Analysis: Econometrics I Credits: 3.00
• AGEC 65100 - Application Of Quantitative Analysis: Econometrics II Credits: 3.00
• AGEC 65200 - Application Of Quantitative Analysis: Mathematical Programming Credits: 3.00

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• Aviation and Transportation Technology:

• AT 51900 - Aviation Geographic Information Science Applications Credits: 3.00

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• Biology:

• BIOL 51700 - Molecular Biology: Proteins Credits: 2.00
• BIOL 56310 - Protein Bioinformatics Credits: 3.00
• BIOL 59500 - Special Assignments Credits: 0.00 to 18.00 Title: X-ray Cyrstallography
• BIOL 60000 - Bioenergetics Credits: 2.00
• BIOL 61100 - Crystallography Of Macromolecules Credits: 3.00

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• Biomedical Engineering:

• BME 64600 - Deep Learning - Theory And Practice Of Deep Neural Networks Credits: 3.00

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• Chemistry:

• CHM 57900 - Computational Chemistry Credits: 3.00
• CHM 67100 - Advanced Physical Chemistry Credits: 3.00
• CHM 67200 - Quantum Chemistry Credits: 3.00
• CHM 67300 - Computational Quantum Chemistry Credits: 3.00
• CHM 67605 - Molecular Spectroscopy Credits: 3.00
• CHM 69600 - Special Topics In Chemistry Credits: 1.00 to 3.00 Title: Quantum Computation and Quantum Information

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• Chemical Engineering:

• CHE 55500 - Computer Integrated Process Operations Credits: 3.00
• CHE 59700 - Special Topics In Chemical Engineering Credits: 0.00 to 18.00 (Pre-approval required from CSE office for CSE credit use)

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• Civil Engineering:

• CE 54700 - Transport Processes In Surface Waters Credits: 3.00
• CE 56800 - Highway Infrastructure Management Systems Credits: 3.00
• CE 57000 - Advanced Structural Mechanics Credits: 3.00
• CE 59700 - Civil Engineering Projects Credits: 0.00 to 18.00

• Titles: 

  • Adjustment of Geospatial Observations
  • Advanced Topics in Classical and Computational Solid Mechanics
  • Digital Photogrammetric Systems
  • Geospatial Data Modeling and Analysis
  • Nonlinear Fracture Mechanics
  • Analysis of Plates and Shells
• CE 59500 - Finite Elements In Elasticity Credits: 3.00
• CE 69500 - Probabilistic Methods In Geotechnical Engineering Credits: 3.00

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• Computer Science:

• CS 50100 - Computing For Science And Engineering Credits: 3.00
• CS 50200 - Compiling And Programming Systems Credits: 3.00
• CS 50300 - Operating Systems Credits: 3.00
• CS 51000 - Software Engineering Credits: 3.00
• CS 51400 - Numerical Analysis Credits: 3.00
• CS 51500 - Numerical Linear Algebra Credits: 3.00
• CS 52000 - Computational Methods In Optimization Credits: 3.00
• CS 52500 - Parallel Computing Credits: 3.00
• CS 53000 - Introduction To Scientific Visualization Credits: 3.00
• CS 53500 - Interactive Computer Graphics Credits: 3.00
• CS 53600 - Data Communication And Computer Networks Credits: 3.00
• CS 54100 - Database Systems Credits: 3.00
• CS 54200 - Distributed Database Systems Credits: 3.00
• CS 54300 - Introduction To Simulation And Modeling Of Computer Systems Credits: 3.00
• CS 55500 - Cryptography Credits: 3.00
• CS 56500 - Programming Languages Credits: 3.00
• CS 58000 - Algorithm Design, Analysis, And Implementation Credits: 3.00
• CS 58400 - Theory Of Computation And Computational Complexity Credits: 3.00
• CS 59000 - Topics In Computer Sciences Credits: 1.00 to 5.00 Titles: Introduction to Data Visualization; Numerical Comput for Data Science
• CS 61500 - Numerical Methods For Partial Differential Equations I Credits: 3.00
• CS 63600 - Internetworking Credits: 3.00
• CS 66200 - Pattern Recognition And Decision-Making Processes Credits: 3.00

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• Earth, Atmospheric, and Planetary Sciences:

• EAPS 50700 - Introduction To Analysis And Computing With Geoscience Data Credits: 3.00
• EAPS 50900 - Data Analysis Techniques In Earth And Atmospheric Sciences Credits: 3.00
• EAPS 51500 - Geodata Science Credits: 3.00
• EAPS 54100 - Geodetic Data And Applications Credits: 3.00
• EAPS 57700 - Remote Sensing Of The Planets Credits: 3.00
• EAPS 59100 - Advanced Topics In Earth And Atmospheric Sciences Credits: 0.00 to 18.00 Title: Uncertainty Quantification in Geophysical Analysis
• EAPS 65700 - Geophysical Inverse Theory Credits: 3.00

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• Electrical and Computer Engineering:

• ECE 51100 - Psychophysics Credits: 3.00
• ECE 56200 - Introduction To Data Management Credits: 3.00
• ECE 56300 - Programming Parallel Machines Credits: 3.00
• ECE 56500 - Computer Architecture Credits: 3.00
• ECE 57000 - Artificial Intelligence Credits: 3.00
• ECE 57300 - Compilers And Translator Writing Systems Credits: 3.00
• ECE 57700 - Engineering Aspects Of Remote Sensing Credits: 3.00
• ECE 58000 - Optimization Methods For Systems And Control Credits: 3.00
• ECE 59500 - Selected Topics In Electrical Engineering Credits: 1.00 to 3.00 Title: Computer Network Systems
• ECE 60000 - Random Variables And Signals Credits: 3.00
• ECE 60800 - Computational Models And Methods Credits: 3.00
• ECE 61800 - Numerical Electromagnetics Credits: 3.00
• ECE 62900 - Introduction To Neural Networks Credits: 3.00
• ECE 63300 - Modeling And Simulation Of Power System Components Credits: 3.00
• ECE 63700 - Digital Image Processing I Credits: 3.00
• ECE 63900 - Error Control Coding Credits: 3.00
• ECE 64100 - Model Based Image And Signal Processing Credits: 3.00
• ECE 64200 - Information Theory And Source Coding Credits: 3.00
• ECE 66600 - Advanced Computer Systems Credits: 3.00
• ECE 67300 - Distributed Computing Systems Credits: 3.00
• ECE 69500 - Advanced Topics In Electrical And Computer Engineering Credits: 1.00 to 3.00 Title: Fault Tolerant Computer Systems

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• Industrial Engineering:

• IE 53500 - Linear Programming Credits: 3.00
• IE 53700 - Discrete Optimization Models And Algorithms Credits: 3.00
• IE 53800 - Nonlinear Optimization Algorithms And Models Credits: 3.00
• IE 58000 - Systems Simulation Credits: 3.00
• IE 58100 - Simulation Design And Analysis Credits: 3.00
• IE 63000 - Multiple Objective Optimization Credits: 3.00
• IE 63200 - Scheduling Models Credits: 3.00
• IE 63300 - Dynamic Programming Credits: 3.00

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• Industrial and Molecular Pharmaceutics:

• IMPH 56200 - Introduction To Pharmaceutical Manufacturing Processes Credits: 4.00
• IMPH 58000 - Physical Chemical Principles Credits: 3.00
• IMPH 58300 - Advanced Biopharmaceutics Credits: 3.00
• IMPH 58700 - Pharmaceutical Solids Credits: 2.00

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• Materials Engineering:

• MSE 59700 - Selected Topics In Materials Engineering Credits: 0.00 to 18.00 Titles: Introduction to Computation Materials Science (alternate years); Kinetics of Materials; Modeling and Simulation of Materials (alternate years)

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• Mathematics:

• MA 51100 - Linear Algebra With Applications Credits: 3.00
• MA 51800 - Advanced Discrete Mathematics Credits: 3.00
• MA 51900 - Introduction To Probability Credits: 3.00
• MA 52000 - Boundary Value Problems Of Differential Equations Credits: 3.00
• MA 52300 - Introduction To Partial Differential Equations Credits: 3.00
• MA 52700 - Advanced Mathematics For Engineers And Physicists I Credits: 3.00
• MA 57500 - Graph Theory Credits: 3.00
• MA 59500 - Topics In Mathematics Credits: 1.00 to 5.00 Title: Numerical Solutions for ODEs
• MA 61100 - Methods Of Applied Mathematics I Credits: 3.00
• MA 61500 - Numerical Methods For Partial Differential Equations I Credits: 3.00
• MA 62000 - Mathematical Theory Of Optimal Control Credits: 3.00
• MA 64200 - Methods Of Linear And Nonlinear Partial Differential Equations I Credits: 3.00
• MA 64300 - Methods Of Partial Differential Equations II Credits: 3.00

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• Mechanical Engineering:

• ME 55600 - Lubrication, Friction & Wear Credits: 3.00
• ME 57900 - Fourier Methods In Digital Signal Processing Credits: 3.00
• ME 58100 - Numerical Methods In Mechanical Engineering Credits: 3.00
• ME 59700 - Advanced Mechanical Engineering Projects I Credits: 0.00 to 6.00

• Titles:

  • Artificial Intelleigence in Thermal Systems
  • Data Analytics for Scientists and Engineers
  • Kinetics of Materials
  • Nonlinear Finite Element Methods
  • Uncertainty Qualification
• ME 60800 - Numerical Methods In Heat, Mass, And Momentum Transfer Credits: 3.00
• ME 61400 - Computational Fluid Dynamics Credits: 3.00
• ME 62500 - Advanced Combustion Credits: 3.00
• ME 68100 - Finite And Boundary Element Methods Credits: 3.00

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• Nuclear Engineering:

• NUCL 51200 - Computers In Reactor Analysis Credits: 3.00
• NUCL 59700 - Selected Topics In Nuclear Engineering I Credits: 1.00 to 3.00 Title: Introduction to Computational Physics for Engineering Applications
• NUCL 61200 - Applied Reactor Analysis Credits: 3.00
• NUCL 65500 - Two-Phase Flow Computational Fluid Dynamics Applications Credits: 3.00

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• Physics and Astronomy:

• PHYS 52600 - Physics Of Quantum Computing And Quantum Information Credits: 3.00
• PHYS 57000 - Selected Topics In Physics Credits: 3.00 Title: Computational Biomolecular Physics
• PHYS 58000 - Computational Physics Credits: 3.00
• PHYS 60000 - Methods Of Theoretical Physics I Credits: 3.00
• PHYS 60100 - Methods Of Theoretical Physics II Credits: 3.00

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• Psychological Sciences:

• PSY 51400 - Introduction To Mathematical Psychology Credits: 3.00

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• Statistics:

• STAT 51100 - Statistical Methods Credits: 3.00
• STAT 51400 - Design Of Experiments Credits: 3.00
• STAT 51900 - Introduction To Probability Credits: 3.00
• STAT 52000 - Time Series And Applications Credits: 3.00
• STAT 52400 - Applied Multivariate Analysis Credits: 3.00
• STAT 52500 - Intermediate Statistical Methodology Credits: 3.00
• STAT 52600 - Advanced Statistical Methodology Credits: 3.00
• STAT 52800 - Introduction To Mathematical Statistics Credits: 3.00
• STAT 52900 - Applied Decision Theory And Bayesian Statistics Credits: 3.00
• STAT 53200 - Elements Of Stochastic Processes Credits: 3.00
• STAT 54100 - Computational Finance II Credits: 3.00
• STAT 54500 - Introduction To Computational Statistics Credits: 3.00
• STAT 54900 - An Introduction To QTL Mapping In Experimental Populations Credits: 3.00
• STAT 58000 - Application Of Statistical Theory Credits: 3.00
• STAT 59800 - Topics In Statistical Methods Credits: 0.00 to 6.00 Titles: Statistical Methods for Bioinformatics and Computational Biology; Applied Spatial Statistics

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• Technology:

• CGT 58100 - Workshop In Computer Graphics Technology Credits: 0.00 to 8.00 Titles: Geometric Modeling; Parallel Graphics and Simulation
• CGT 62000 - Graphics Processing Unit Computing Credits: 3.00
• CGT 67000 - Applications In Visual Analytics Credits: 3.00
• CNIT 58100 - Workshop In Computer Technology Credits: 0.00 to 8.00 Title: CRD Cyberlearning Research and Development
• IT 54500 - Biometrics Technology And Applications Credits: 3.00

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CIGP Symposium

In order to fulfill the Symposium requirement for CIGP, MS Thesis and Non-thesis students must complete an MS Poster Presentation and PhD students must complete a PhD Talk. To allow for this, the CIGP Symposium is only held twice a year: a Fall CIGP Symposium in November and a Spring CIGP Symposium in April. There is no Symposium in the Summer.

Students do not need to be registered for the CIGP Seminar to present at the CIGP Symposium. Sign-up information will be sent out near the beginning of each semester, and the Symposium requirement should be completed in the final semester of study.