Industrial Engineering (IE)

Code	Title	SH	Usually offered	NUpath	Prerequisites	Recent instructors
IE 1990	Elective	1–4
IE 2310	Introduction to Industrial Engineering	4	fall	WI	one of: MATH 1340 (min D-) MATH 1341 (min D-) MATH 21EM	Hande Musdal Ondemir
IE 2311	Recitation for IE 2310	0	fall			Hande Musdal Ondemir
IE 2990	Elective	1–4
IE 3412	Engineering Probability and Statistics	4	fall, spring	AD	one of: MATH 1342 (min D-) MATH 211M	Manish Ranjit Shahin Shahrampour Yinsong Wang
IE 3425	Engineering Database Systems	4	fall		one of: GE 1111 (min D-) GE 1502 (min D-) ENGR 155M	Ibrahim Zeid
IE 3426	Recitation for IE 3425	0	fall			Ibrahim Zeid
IE 3500	Introduction to Healthcare Systems Engineering	4			one of: IE 3412 (min D-) MATH 3081 (min D-) MGSC 2301 (min D-) PHTH 2210 (min D-)
IE 3990	Elective	1–4
IE 4510	Simulation Modeling and Analysis	4	fall, spring		all of: one of: GE 1111 (min D-) GE 1502 (min D-) ENGR 155M one of: IE 3412 (min D-) MATH 3081 (min D-)	Rehab Ali Xubo Yue
IE 4512	Engineering Economy	4	fall, spring			Manish Ranjit
IE 4515	Operations Research	4	fall, spring		one of: MATH 2341 (min D-) MATH 315M	Cesar Martinez Jacqueline Griffin Jinxiang Pei Mehdi Behroozi
IE 4516	Quality Assurance	4	fall, spring		one of: IE 3412 (min D-) MATH 3081 (min D-)	Hugh McManus Rehab Ali
IE 4520	Stochastic Modeling	4	fall, spring		one of: IE 3412 (min D-) MATH 3081 (min D-)	Hande Musdal Ondemir Kayse Maass
IE 4522	Human-Machine Systems	4	fall, spring		all of: one of: IE 3412 (min D-) MATH 3081 (min D-) one of: ENGL 1111 (min C) ENGL 1102 (min C) ENGW 1111 (min C) WRIT 201M ENGW 1102 (min C)	Beverly Jaeger-Helton
IE 4523	Lab for IE 4522	1	fall, spring			Beverly Jaeger-Helton
IE 4525	Logistics and Supply Chain Management	4	fall, spring		all of: one of: IE 3412 (min D-) MATH 3081 (min D-) IE 4515 (min D-)	Alp Akcay Cesar Martinez Jacqueline Griffin Mehdi Behroozi
IE 4530	Manufacturing Systems and Techniques	4	fall, spring			Mohammad Amin Javadi Mohsen Moghaddam Xiaoning Jin
IE 4531	Lab for IE 4530	1	fall, spring			Mohammad Amin Javadi Mohsen Moghaddam Xiaoning Jin
IE 4625	Facilities Planning and Material Handling	4			one of: IE 3412 (min D-) MATH 3081 (min D-)
IE 4699	Special Topics in Industrial Engineering	4
IE 4990	Elective	1–4
IE 4991	Research	4		EX
IE 5137	Computational Modeling in Industrial Engineering	4			one of: GE 1111 (min D-) GE 1502 (min D-) ENGR 155M graduate program admission	Rehab Ali Sivarit Sultornsanee
IE 5200	Mathematics for Machine Learning	4			one of: one of: IE 3412 (min C-) IE 4515 (min C-) MATH 3081 (min C-) graduate program admission
IE 5360	Digital Manufacturing	4	fall			Jeffrey Lipton
IE 5374	Special Topics in Industrial Engineering	4	fall, spring			Jeffrey Lipton Mohammad Amin Javadi Mohammad Mohammad Dehghani Dehghani
IE 5380	Integrated Automation	4	fall			Mohammad Amin Javadi
IE 5390	Structured Data Analytics for Industrial Engineering	4	spring		all of: one of: IE 4515 (min D-) OR 6205 (min C-) one of: IE 3412 (min D-) IE 6200 (min C-)	Ibrahim Zeid
IE 5400	Healthcare Systems Modeling and Analysis	4	spring		one of: IE 4515 (min D-) OR 6205 (min C-)	Chun-An Chou Rana Azghandi Tugce Martagan
IE 5500	Systems Engineering in Public Programs	4	spring		all of: one of: IE 4515 (min D-) OR 6205 (min C-) one of: IE 3412 (min D-) IE 5374 (min D-) MATH 3081 (min D-) IE 5374 (min C-) IE 6200 (min C-) IE 6400 (min C-)	Jacqueline Griffin Kayse Maass
IE 5617	Lean Concepts and Applications	4	fall, spring, summer			Andrei Guschin Hugh McManus
IE 5618	Recitation for IE 5617	0	fall, spring, summer			Andrei Guschin Hugh McManus
IE 5630	Biosensor and Human Behavior Measurement	4				Yingzi Lin
IE 5640	Data Mining for Engineering Applications	4	fall, spring			Mohammad Amin Javadi Shahin Shahrampour Srinivasan Radhakrishnan
IE 5976	Directed Study	1–4	fall			Mark Sivak Mohsen Moghaddam Ozlem Ergun
IE 6200	Engineering Probability and Statistics	4	fall, spring			Douglas Schmucker Hanai Sadaka Nasser Fard Rajesh Jugulum Rehab Ali
IE 6300	Manufacturing Systems Design	4	fall, spring			Tugce Martagan Xiaoning Jin
IE 6400	Foundations for Data Analytics Engineering	4	fall, spring			Andy Chen Matthew Richards Mohammad Mohammad Dehghani Dehghani Qurat-ul-Ain Azim Ruidong Ma Sivarit Sultornsanee Srinivasan Radhakrishnan
IE 6500	Human Performance	4	spring			Yingzi Lin
IE 6600	Computation and Visualization for Analytics	4	fall, spring			Kirankumar Trivedi Niveditha Kalavakonda Chandrasekar Satwik Kamarthi Sivarit Sultornsanee Srinivasan Radhakrishnan Zheng Wang
IE 6700	Data Management for Analytics	4	fall, spring			Chinthaka Pathum Dinesh Herath Gedara Ruidong Ma Venkataraman Krishnamurthy Xuemin Jin
IE 6750	Data Warehousing and Integration	4	fall, spring		one of: DADS 6400 (min C) IE 6700 (min C-)	Venkataraman Krishnamurthy
IE 6962	Elective	1–4
IE 7200	Supply Chain Engineering	4	fall, spring, summer		all of: one of: IE 5374 (min D-) IE 5374 (min C-) IE 6200 (min C-) MATH 7241 (min C) IE 6400 (min C-) OR 6205 (min C-)	Andrei Guschin Aybike Ulusan Cesar Martinez Jinxiang Pei
IE 7215	Simulation Analysis	4	spring		one of: IE 5374 (min D) IE 5374 (min C) IE 6200 (min C) IE 6400 (min C-) MATH 7241 (min C)	Mohammad Mohammad Dehghani Dehghani Wei Xie
IE 7270	Intelligent Manufacturing	4	spring			Mohammad Amin Javadi Mohsen Moghaddam
IE 7275	Machine Learning and Data Analytics	4	fall, spring, summer		one of: CS 5800 (min C) EECE 7205 (min C) IE 5374 (min C) IE 5374 (min D) IE 6200 (min C) IE 6400 (min C) MATH 7241 (min C)	Alireza Yazdani Aparna Rector Chinthaka Pathum Dinesh Herath Gedara Kirankumar Trivedi Sagar Kamarthi Sivarit Sultornsanee Soumya Janardhanan Xuemin Jin
IE 7280	Statistical Methods in Engineering	4	fall, spring		one of: IE 5374 (min D) IE 5374 (min C) IE 6200 (min C) IE 6400 (min C) MATH 7241 (min C)	Jinxiang Pei Nasser Fard Shahin Shahrampour Wei Xie
IE 7285	Statistical Quality Control	4	spring		one of: IE 6200 (min C) IE 6400 (min C) MATH 7241 (min C)	Manish Ranjit Rajesh Jugulum
IE 7290	Reliability Analysis and Risk Assessment	4			one of: IE 6200 (min C) IE 6400 (min C-) MATH 7241 (min C)
IE 7295	Applied Reinforcement Learning in Engineering	4	fall, spring		one of: IE 5374 (min C) IE 5374 (min D) IE 6200 (min C) IE 6400 (min C) MATH 7241 (min C)	Mohammad Mohammad Dehghani Dehghani
IE 7300	Statistical Learning for Engineering	4	fall, spring		one of: DADS 6400 (min C) IE 5200 (min C-) IE 5374 (min D) IE 5374 (min C) IE 6200 (min C) IE 6400 (min C-) IE 6800 (min C-) MATH 7241 (min C)	Arasu Narayan Qurat-ul-Ain Azim Ramin Mohammadi Sivarit Sultornsanee
IE 7315	Human Factors Engineering	4	fall			Yingzi Lin
IE 7350	Sociotechnical Systems: Computational Models for Design and Policy	4			one of: IE 6200 (min C-) IE 6400 (min C-) MATH 7241 (min C-) NETS 7334 (min C-)	Babak Heydari
IE 7374	Special Topics in Industrial Engineering	4	fall, spring			Arasu Narayan Chinthaka Pathum Dinesh Herath Gedara Ramin Mohammadi Venkataraman Krishnamurthy
IE 7440	Industrial Engineering Leadership Challenge Project 1	4
IE 7442	Industrial Engineering Leadership Challenge Project 2	4			IE 7440 (min C-)
IE 7500	Applied Natural Language Processing in Engineering	4	fall, spring		one of: DADS 6400 (min C) IE 5374 (min C) IE 5374 (min D) IE 6200 (min C) IE 6400 (min C) MATH 7241 (min C)	Arasu Narayan Jerome Braun Larson Ost Qurat-ul-Ain Azim Ramin Mohammadi
IE 7615	Deep Learning for AI	4	fall, spring		all of: one of: IE 6400 (min C) IE 6600 (min C) IE 7275 (min C)	Chinthaka Pathum Dinesh Herath Gedara Jerome Braun Xuemin Jin
IE 7945	Master’s Project	4	fall, spring, summer			Mohammad Mohammad Dehghani Dehghani Qurat-ul-Ain Azim Ruidong Ma Sagar Kamarthi Said Amal Sivarit Sultornsanee Srinivasan Radhakrishnan Xuemin Jin Yingzi Lin
IE 7962	Elective	1–4
IE 7976	Directed Study	1–4				Hannah Sayre Mark Sivak
IE 7986	Research	0	spring			Qurat-ul-Ain Azim Sagar Kamarthi
IE 7990	Thesis	4	fall, spring		IE 7945 (min C-)	Chinthaka Pathum Dinesh Herath Gedara Hande Musdal Ondemir Ozlem Ergun Srinivasan Radhakrishnan Xuemin Jin Yingzi Lin
IE 7996	Thesis Continuation - Half-Time	0	fall			Chinthaka Pathum Dinesh Herath Gedara Hande Musdal Ondemir Md Noor E Alam Ozlem Ergun Sagar Kamarthi Sinan Muftu Srinivasan Radhakrishnan Xuemin Jin
IE 8960	Candidacy Preparation—Doctoral	0	fall, spring			James Benneyan Md Noor E Alam Sagar Kamarthi Xiaoning Jin Yingzi Lin
IE 8986	Research	0	fall			Jacqueline Griffin Md Noor E Alam Wei Xie
IE 9000	PhD Candidacy Achieved	0
IE 9986	Research	0	fall, spring			Jacqueline Griffin Md Noor E Alam Mohsen Moghaddam Ozlem Ergun Shahin Shahrampour Wei Xie
IE 9990	Dissertation Term 1	0	fall, spring		IE 9000 (min S)	Babak Heydari Craig Ferris Md Noor E Alam Ozlem Ergun Shahin Shahrampour Srinivasan Radhakrishnan Wei Xie
IE 9991	Dissertation Term 2	0	fall, spring		IE 9990 (min S)	Jacqueline Griffin Kayse Maass Md Noor E Alam Ozlem Ergun Shahin Shahrampour Wei Xie
IE 9996	Dissertation Continuation	0	fall, spring		one of: IE 9991 (min S) Dissertation Check with a score of REQ	Casper Harteveld Kayse Maass Md Noor E Alam Ozlem Ergun Xiaoning Jin

Instructors are from recent scheduled terms; each course page shows them per season with student shares. Blank means no recent scheduled sections on record.