CIGP Relevant Courses

AAE 508 – Optimization in Aerospace Engineering  CSE 
AAE 512 – Computational Aerodynamics  CSE 
AAE 532 – Orbit Mechanics CSE 
AAE 550 – Multidisciplinary Design Optimization  CSE 
AAE 558 – Finite Element Methods in Aerospace Structures  CSE 
AAE 590D – Molecular Gas Dynamics  CSE 
AAE 626 – Turbulence and Turbulence Modeling CSE 
AAE 646 – Elastic Wave Propagation CSE 
AAE 654 – Fracture Mechanics  CSE 
AAE 690 – Modeling Damage and Strengthening Mechanisms in Materials  CSE 
AAE 690 – Turbulent Combustion Modeling  CSE

ABE 651 – Environmental Informatics CDS 

AGEC 552 – Introduction to Mathematical Programming CSE 
AGEC 650 – Application of Quantitative Analysis: Economics I  CSE 
AGEC 652 – Application of Quantitative Analysis: Economics II  CSE 
AGEC 653 – Application of Quantitative Analysis: Mathematical Programming  CSE 

AGRY 511 – Population Genetics  CLS 
AGRY 530 – Advanced Plant Genetics  CLS 
AGRY 545 – Remote Sensing of Land Resources  CDS 
AGRY 600 – Genomics  CLS 
AGRY 641 – Statistical Hydrology  CDS 

AT 507 – Quantitative Research Methodologies in Transportation  CDS 
AT 519 – Aviation GIS Applications  CSE 

BCHM 521 – Comparative Genomics  CLS 
BCHM 561 – General Biochemistry I  CLS 
BCHM 562 – General Biochemistry II CLS 
BCHM 60501 – Macromolecules  CLS 
BCHM 610 – Regulation of Eukaryotic Gene Expression  CLS 
BCHM 612 – Bioinformatic Analysis of Genome Scale Data  CLS 
BCHM 620 – Protein Mass Spectrometry and Proteomics  CLS 

BIOL 517 – Molecular Biology: Proteins  CLS, CSE 
BIOL 541 – Molecular Genetics of Bacteria CLS 
BIOL 55001 – Eukaryotic Molecular Biology  CLS 
BIOL 563 – Bioinformatics CSE 
BIOL 56310 – Protein Bioinformatics  CDS, CLS 
BIOL 580 – Evolution  CLS 
BIOL 58210 – Ecological Statistics  CDS 
BIOL 595 – Cell Biology of Plants  CLS 
BIOL 595 – CryoEM 3D Reconstruction  CLS 
BIOL 595 – Introduction to Bioinformatics  CDS, CLS 
BIOL 595 – Practical Biocomputing  CDS, CLS 
BIOL 595 – X-ray Crystallography  CSE 
BIOL 600 – Bioenergetics  CSE 
BIOL 611 – Crystallography of Macromolecules  CLS, CSE 
BIOL 647 – Structure-Function of Membrane Proteins  CLS 

BME 501 – Multivariate Analyses in Biostatistics  CDS 
BME 595 – Kinematics and Dynamics of Human Motion CLS 
BME 646 – Deep Learning CSE 

CE 50301 – Digital Photogrammetic Systems CSE 
CE 50701 – Geospatial Data Modeling and Analysis  CSE 
CE 50801 – Geographic Information Systems CDS 
CE 547 – Transport Processes in Surface Waters  CSE 
CE 568 – Highway Infrastructure Management Systems CSE 
CE 570 – Advanced Structural Mechanics  CSE 
CE 595 – Finite Elements in Elasticity CSE 
CE 597 – Adjustment of Geospatial Observations  CSE 
CE 597 – Advanced Topics in Classical and Computational Solid Mechanics  CSE 
CE 597 – Nonlinear Fracture Mechanics CSE 
CE 597R – Analysis of Plates and Shells  CSE 
CE 605 – Advanced Geospatial Estimation  CSE 
CE 614 – Statistical and Econometric Methods I  CDS 
CE 695 – Probablistic Methods Geotechnical Engineering  CSE 
CEM 533 – Infrastructure Analytics  CDS 

CHE 525 – Biochemical Engineering  CLS 
CHE 555 – Computer Integrated Process Operations CSE 
CHE 633 – Probabilistic Methods in Chemical Engineering  CLS 

CHM 579 – Computational Chemistry  CLS, CSE 
CHM 671 – Quantum Chemistry I  CLS, CSE 
CHM 672 – Quantum Chemistry II  CSE 
CHM 673 – Computational Quantum Chemistry  CLS, CSE 
CHM 676 – Molecular Spectoscopy  CLS, CSE 
CHM 696 – Quantum Computation and Quantum Information  CSE 

CNIT 570 – IT Data Analytics  CDS 
CNIT 581 – CRD Cyberlearning Research and Development  CSE 
CNIT 581 – Data Literacy  CDS 

CGT 581 – Geometric Modeling  CSE 
CGT 581 – Parallel Graphics and Simulation  CSE 
CGT 620 – Graphics Processing Unit Computing  CSE 
CGT 670 – Applications in Visual Analytics  CSE 

CS 50023 – Data Engineering I  CDS 
CS 50024 – Data Engineering II  CDS 
CS 501 – Computing for Science and Engineering  CLS, CSE 
CS 502 – Compiling and Programming Systems  CSE 
CS 503 – Operating Systems  CSE 
CS 510 – Software Engineering  CSE 
CS 514 – Numerical Analysis  CLS, CSE 
CS 515 – Numerical Linear Algebra  CLS, CSE 
CS 520 – Computational Methods in Optimization  CDS, CSE 
CS 525 – Parallel Computing CLS, CSE 
CS 529 –  Security Analytics  CDS 
CS 530 – Introduction to Scientific Visualization  CLS, CSE 
CS 535 – Interactive Computer Graphics  CSE 
CS 536 – Data Communication and Computer Networks  CDS, CSE 
CS 541 – Database Systems  CDS, CLS, CSE  
CS 542 – Distributed Database Systems  CDS, CSE 
CS 543 – Introduction to Simulation and Modeling of Computer Systems CSE 
CS 555 – Cryptography  CSE 
CS 556 – Data Security and Privacy  CDS 
CS 565 – Programming Languages  CSE 
CS 569 – Introduction of Robotic Systems CSE 
CS 573 – Data Mining  CLS 
CS 578 – Statistical Machine Learning  CLS 
CS 579 – Bioinformatics Algorithms  CDS, CLS 
CS 580 – Algorithm Design, Analysis and Implementation  CLS, CSE 
CS 584 – Theory of Computation and Computational Complexity  CSE 
CS 590 – Introduction to Data Visualization  CSE 
CS 590 – Numerical Compute for Data Science  CSE 
CS 592 – New Trends in Big Data Systems  CDS 
CS 592 – Distributed Optimization for Machine Learning  CDS 
CS 592 – Machine Learning SystemsCDS 
CS 592 – Reinforcement Learning  CDS 
CS 615 – Numerical Methods For Partial Differential Equations I  CLS, CSE 
CS 636 – Internetworking  CSE 
CS 662 – Pattern Recognition and Decision-Making Processes  CSE 

EAPS 507 – Introduction to Analysis and Computing with Geoscience Data  CSE 
EAPS 509 – Data Analysis in the Earth and Atmospheric Sciences  CSE 
EAPS 515 – Geodata Science  CSE 
EAPS 541 – Geodetic Data and Applications  CSE 
EAPS 577 – Remote Sensing of the Planets  CSE 
EAPS 591 – Uncertainty Quantification in Geophysical Analysis  CSE 
EAPS 657 – Geophysical Inverse Theory  CSE

ECE 50863 – Computer Network Systems  CSE 
ECE 511 – Psychophysics  CSE 
ECE 528 – Measurement and Stimulation of the Nervous System  CLS 
ECE 562 – Introduction to Data Management  CDS, CSE 
ECE 563 – Programming Parallel Machines  CSE 
ECE 565 – Computer Architecture  CSE 
ECE 570 – Artificial Intelligence  CSE 
ECE 573 – Compilers and Translator Writing Systems  CSE 
ECE 577 – Engineering Aspects of Remote Sensing  CSE 
ECE 580 – Optimization Methods for Systems and Control  CLS, CSE 
ECE 600 – Random Variables and Signals  CSE 
ECE 60146 – Deep Learning  CSE 
ECE 608 – Computational Models and Methods  CSE 
ECE 60872 – Fault Tolerant Computer Systems  CSE 
ECE 618 – Numerical Electromagnetics  CSE 
ECE 629 – Introduction to Neural Networks  CSE 
ECE 633 – Modeling and Simulation of Power System Components CSE 
ECE 637 – Digital Image Processing I  CSE 
ECE 639 – Error Control Coding  CSE 
ECE 641 – Digital Image Processing II  CSE 
ECE 642 – Information Theory and Source Coding  CSE 
ECE 662 – Pattern Recognition and Decision-Making Processes  CLS 
ECE 666 – Advanced Computer Systems  CSE 
ECE 673 – Distributed Computing Systems  CSE 

ENGT 583 – Applied Engineering Statistics for Industry CDS 

FNR 558 – Remote Sensing Analysis and Applications  CDS 
FNR 587 – Advanced Spatial Ecology and GIS  CDS 
FNR 647 – Quantitative Methods for Ecologists  CDS 

HSCI 525 – Introduction to Statistical and Computational Approaches to Health Sciences CLS 

HORT 590 –  Introduction to Data Analysis for Biology CLS 

IMPH 562 – Introduction to Pharmaceutical Manufacturing Processes CSE 
IMPH 580 – Physical Chemical Principles  CSE 
IMPH 583 – Advanced Biopharmaceuticals  CSE 
IMPH 587 – Pharmaceutical Solids  CSE 

IE 533 – Industrial Applications of Statistics CDS 
IE 535 – Linear Programming  CSE 
IE 536 – Stochastic Models in Operations Research I  CDS 
IE 537 – Discrete Optimization Models and Algorithms  CSE 
IE 538 – Nonlinear Optimization Algorithms And Models  CLS, CSE 
IE 580 – Systems Simulation  CSE 
IE 581 – Simulation Design and Analysis  CSE 
IE 630 – Multiple Objective Optimization  CSE 
IE 632 – Scheduling Models  CSE 
IE 633 – Dynamic Programming  CSE 

IT 545 – Biometric Technologies and Applications CSE 

MA 511 – Linear Algebra with Applications  CDS, CSE 
MA 514 – Numerical Analysis  CLS, CSE 
MA 518 – Advanced Discrete Mathematics  CSE 
MA 519 – Introduction to Probability  CSE 
MA 520 – Boundary Value Problems of Differential Equations  CSE 
MA 523 – Introduction to Partial Differential Equations  CLS, CSE 
MA 527 – Advanced Mathematics For Engineers And Physicists I  CLS, CSE 
MA 532 – Elements of Stochastic Processes  CLS 
MA 575 – Graph Theory  CSE 
MA 595 – Numerical Solutions for ODEs  CSE 
MA 611 – Methods of Applied Mathematics  CSE 
MA 615 – Numerical Methods for Partial Differential Equations  CLS, CSE 
MA 620 – Mathematical Theory of Optimal Control  CSE 
MA 642 – Methods of Linear and Nonlinear Partial Differential Equations I  CSE 
MA 643 – Methods of Linear and Nonlinear Partial Differential Equations II  CSE 

MCMP 570 – Basic Principles of Chemical Action on Biological Systems CLS 
MCMP 690 – Computer-Aided Drug Design  CLS 

MSE 505 – Modeling and Simulation of Materials  CSE 
MSE 597 – Introduction to Computational Materials Science  CSE 
MSE 597 – Kinetics of Materials  CSE 

ME 556 – Lubrication, Friction, and Wear  CSE 
ME 577 – Kinematics and Dynamics of Human Motion CLS 
ME 579 – Fourier Methods in Digital Signal Processing CSE 
ME 581 – Numerical Methods in Mechanical Engineering  CSE 
ME 597 – Artificial Intelligence in Thermal Systems  CSE 
ME 597 – Data Analytics for Scientists and Engineers  CSE 
ME 597 – Kinetics of Materials  CSE 
ME 597 – Nonlinear Finite Element Methods  CSE 
ME 597 – Uncertainty Qualification  CSE 
ME 608 – Numerical Methods in Heat, Mass, and Momentum Transfer  CSE 
ME 614 – Computational Fluid Dynamics  CSE 
ME 625 – Advanced Combustion  CSE 
ME 681 – Finite and Boundary Element Methods  CSE 

NUCL 512 – Computers in Reactor Analysis  CSE 
NUCL 597 – Introduction to Computational Physics for Engineering Applications  CSE 
NUCL 612 – Applied Reactor Analysis  CSE 
NUCL 655 – Two-phase flow CFD Applications  CSE 

PHYS 526 – Quantum Computing  CSE 
PHYS 570A – Computational Biomolecular Physics  CLS, CSE 
PHYS 580 – Computational Physics  CLS, CSE 
PHYS 600 – Methods of Theoretical Physics I  CSE 
PHYS 601 – Methods of Theoretical Physics II  CSE 

PSYS 514 – Introduction to Mathematical Psychology  CSE 
PSYS 594I – Psychophysics  CSE 
PSYS 60601 – ANOVA for the Behavioral Sciences  CDS 
PSYS 608 – Measurement Theory and the Interpretation of Data  CDS 
PSYS 615 – Introduction to Behavioral Neuroscience  CSE 
PSYS 631 – Multiple Regression Analysis for the Behavioral Sciences  CDS 

STAT 503 – Statistical Methods for Biology  CLS 
STAT 511 – Statistical Methods  CSE 
STAT 512 – Applied Regression Analysis  CLS 
STAT 513 – Statistical Quality Control  CDS 
STAT 514 – Design of Experiments  CLS, CSE 
STAT 516 – Basic Probability and Applications  CLS 
STAT 517 – Statistical Inference  CLS 
STAT 519 – Introduction to Probability  CSE 
STAT 520 – Time Series and Applications  CDS, CSE 
STAT 522 – Sampling and Survey Techniques  CDS 
STAT 524 – Applied Multivariate Analysis  CDS, CLS, CSE 
STAT 525 – Intermediate Statistical Methodology  CLS, CSE 
STAT 526 – Advanced Statistical Methodology  CLS, CSE 
STAT 528 – Introduction to Mathematical Statistics  CSE 
STAT 529 – Bayesian Statistics and Applied Decision Theory  CSE 
STAT 532 – Elements of Stochastic Processes  CLS, CSE 
STAT 541 – Advanced Probability and Options with Numerical Methods  CSE 
STAT 545 – Introduction to Computational Statistics  CSE 
STAT 549 – An Introduction To QTL Mapping In Experimental Populations  CLS, CSE 
STAT 580 – Application of Statistical Theory  CSE 
STAT 582 – Statistical Consulting and Collaboration  CDS 
STAT 598C – Statistical Methods for Bioinformatics and Computational Biology  CLS, CSE 
STAT 598G – Introduction to Computational Statistics  CLS 
STAT 598Z – Applied Spatial Statistics  CSE 

TECH 628 – Technology Research and Use of Data Analytics  CDS