Engineering Leadership, Innovation, Technology and Entrepreneurship (ELITE) Stream — CUHK Engineering Major Requirements (2026–27)
Admission code: Optional Faculty Stream · 15 units · For students admitted in 2026–27
In addition to fulfilling the above Major Programme Requirement, students may also challenge themselves by taking the following stream offered by the Faculty:
1.ESTR Courses12 units
i) 12 units of ESTR courses of which at most 6 units of courses at 1000 or 2000 level and at least 6 units of courses at 3000 or 4000 level
(a)1000- and 2000-level ESTR Courses (at most 6 units)
Show 35 courses
| Course | Title | Term 1 | Term 2 | Enrolment information |
|---|---|---|---|---|
| ESTR 1002 | Problem Solving By Programming | Not for students who have taken CSCI1020, CSCI1030, CSCI1110, CSCI1120, CSCI1130, CSCI1510, CSCI1520, CSCI1530, CSCI1540, ENGG1110, ESTR1100 or ESTR1102. | ||
| ESTR 1003 | Engineering Physics: Electromagnetics, Optics and Modern Physics | Not for students who have taken ENGG1310 or ENGG2520 or ESTR2006. | ||
| ESTR 1005 | Linear Algebra for Engineers | Not for students who have taken ENGG1120 or ENGG1410 or ESTR1004 or MATH1030 or MATH1038. | ||
| ESTR 1006 | Multivariable Calculus for Engineers | Pre-requisite(s): ENGG1125 or ESTR1007 or MATH1510.Not for students who have taken ENGG1130 or ENGG1410 or ESTR1004 or MATH2010 or MATH2018 or MATH2020 or MATH2028. | ||
| ESTR 1007 | Single Variable Calculus for Engineers | Not for students who have taken ENGG1125 or MATH1510. | ||
| ESTR 1100 | Introduction to Computing Using C++ | Not for students who have taken AIST1110 or ESTR1102 or CSCI1020, CSCI1120, CSCI1130, CSCI1510, CSCI1520, CSCI1530, CSCI1540, CSCI1550. | ||
| ESTR 1102 | Introduction to Computing Using Java | Not for students who have taken AIST1110 or ESTR1100 or CSCI1030, CSCI1120, CSCI1130, CSCI1510, CSCI1520, CSCI1530, CSCI1540, CSCI1550. | ||
| ESTR 2004 | Discrete Mathematics for Engineers | Not for students who have taken CSCI2110 or ENGG2440 or ENGG2460 or ESTR2010 or ESTR2362 or MIEG2440. | ||
| ESTR 2014 [2] | Complex Variables for Engineers | Not for students who have taken ENGG2420 or ENGG2460 or ENGG2720 or ESTR2000 or ESTR2010. | ||
| ESTR 2016 [2] | Differential Equations for Engineers | Not for students who have taken ENGG2420 or ENGG2460 or ENGG2740 or ESTR2000 or ESTR2010. | ||
| ESTR 2018 [2] | Probability for Engineers | Not for students who have taken ENGG2430 or ENGG2450 or ENGG2470 or ENGG2760 or ESTR2002 or ESTR2005 or ESTR2012 or ESTR2308 or ESTR2362 or IERG2470 or MIEG2440. | ||
| ESTR 2020 [2] | Statistics for Engineers | Not for students who have taken ENGG2430 or ENGG2450 or ENGG2780 or ESTR2002 or ESTR2005.Co-requisite(s): ENGG2760 or ESTR2018 or ESTR2308 or IERG2470. | ||
| ESTR 2100 | Embedded System Design | Not for students who have taken CENG2400.Pre-requisite: ENGG2020 or ENGG2120 or ESTR2104. | ||
| ESTR 2102 | Data Structures | Not for students who have taken CSCI2100 or CSC2520.Pre-requisite: AIST1110 or CSCI1120 or 1130 or 1510 or 1520 or 1530 or 1540 or 1550 or ESTR1100 or ESTR1102 or ESTR2306 or IERG2080.For senior-year entrants, the pre-requisite will be waived. | ||
| ESTR 2104 | Digital Logic and Systems | Not for students who have taken ELEG2120 or ENGG2020. | ||
| ESTR 2106 | Building Web Applications | Not for students who have taken CSCI2720 or IERG3840.Prerequisite: AIST1110 or CSCI1120 or CSCI1130 or CSCI1510 or CSCI1520 or CSCI1530 or CSCI1540 or CSCI1550 or ENGG1110 or ESTR1002 or ESTR1100 or ESTR1102 or MATH2221 or PHYS2061 or its equivalent. | ||
| ESTR 2201 [1] | Introduction to Biomedical Engineering | Not for students who have taken BMEG1130, BMEG2000, BMEG2001, BMEG2130 or ESTR2200. | ||
| ESTR 2203 [2] | Biomedical Engineering Laboratory and Hospital Experience | Not for students who have taken BMEG1130 or BMEG2010 or BMEG2011 or BMEG2012 or BMEG2130 or BMEG2602 or ESTR2202 or ESTR2602.Co-requisite(s): ELEG2202 or with the consent of the instructor. | ||
| ESTR 2204 | Orthopaedic Biomechanics and Musculoskeletal Injury | Not for students who have taken BMEG2210 or MAEG2020. | ||
| ESTR 2206 | Signals and Systems | Not for students who have taken ENGG2030 or ESTR2302 or ESTR2360 or IERG2051 or MIEG2051. | ||
| ESTR 2300 | Principles of Communication Systems | Not for students who have taken ENGG2310 or IERG2310 or ELEG2310.Pre-requisite: ENGG2030 or ESTR2302 or ESTR2360 or IERG2051 or MIEG2051. | ||
| ESTR 2302 | Signals and Systems | Pre-requisite: MATH1510.Not for students who have taken ENGG2030 or ESTR2206 or ESTR2360 or IERG2051 or MIEG2051. | ||
| ESTR 2304 | Basic Analog and Digital Circuits | Not for students who have taken ELEG2202 or ELEG2201 or ELEG1110 or ENGG2020 or ESTR2104 or IERG2060. | ||
| ESTR 2306 | Introduction to Systems Programming | Pre-requisite: ENGG1110 or ESTR1002.Not for students who have taken CSCI1140 or CSCI1510 or IERG2080. | ||
| ESTR 2308 | Probability Models and Applications | Not for students who have taken ENGG2430 or ENGG2450 or ENGG2460 or ENGG2470 or ESTR2002 or ESTR2005 or ESTR2010 or ESTR2012 or ESTR2362 or IERG2470 or MIEG2440. | ||
| ESTR 2360 | Fourier Analysis with Engineering Applications | Pre-requisite: MATH1510.Not for students who have taken ENGG2030 or ESTR2206 or ESTR2302 or IERG2051 or MIEG2051. | ||
| ESTR 2362 | Discrete Structures and Probability | Pre-requisite: MATH1025/1028 and MATH1090/1098.Not for students who have taken CSCI2110, ENGG2430, ENGG2440, ENGG2450, ENGG2460, ENGG2470, ENGG2760, ESTR2002, ESTR2004, ESTR2005, ESTR2010, ESTR2012, ESTR2018, ESTR2308, IERG2470, MATH3280 or MIEG2440. | ||
| ESTR 2400 | Engineering Mechanics | Not for students who have taken MAEG2020. | ||
| ESTR 2402 | Thermodynamics | Not for students who have taken MAEG2030. | ||
| ESTR 2404 | Heating, Ventilation, and Air-Conditioning (HVAC) I | Not for students who have taken EEEN2040. | ||
| ESTR 2500 | Engineering Economics | Not for students who have taken SEEM2440 or SEEM2510. | ||
| ESTR 2520 | Optimization Methods | Not for students who have taken ESTR3500 or FTEC2101 or SEEM2420 or SEEM3440. | ||
| ESTR 2540 | Introduction to Data Science | Not for students who have taken SEEM2460. | ||
| ESTR 2601 | Circuits and Signals for Biomedical Engineering | Not for students who have taken ELEG2202 or ENGG2030 or ESTR2206 or BMEG2300. | ||
| ESTR 2602 [2] | Biomedical Engineering Laboratory | Not for students who have taken BMEG1130 or BMEG2010 or BMEG2011 or BMEG2012 or BMEG2130 or ESTR2202 or ESTR2203. |
(b)3000- and 4000-level ESTR Courses (at least 6 units)
Show 85 courses
| Course | Title | Term 1 | Term 2 | Enrolment information |
|---|---|---|---|---|
| ESTR 3100 | Rapid Prototyping of Digital Systems | Not for students who have taken CENG3430.Pre-requisite: CSCI2510 or ENGG2020 or ENGG2120 or ESTR2104 or its equivalent.For senior-year entrants, the pre-requisite will be waived. | ||
| ESTR 3102 | Introduction to Operating Systems | Not for students who have taken CSCI3150.Pre-requisite: CSCI2100 or CSCI2520 or ESTR2102.For senior-year entrants, the pre-requisite will be waived.Co-requisite: AIST3020 or CSCI2510 or CENG3420 or IERG3060 or equivalent. | ||
| ESTR 3104 | Design and Analysis of Algorithms | Not for students who have taken CSCI3160 or CSCI3190.Pre-requisite: CSCI2100 or CSCI2520 or ESTR2102, AND CSCI2110 or ENGG2440 or ESTR2004. | ||
| ESTR 3106 | Principles of Programming Languages | Not for students who have taken CSCI3180.Pre-requisite: CSCI2100 or CSCI2520 or ESTR2102.For senior-year entrants, the pre-requisite will be waived. | ||
| ESTR 3108 | Fundamentals of Artificial Intelligence | Not for students who have taken CSCI3230.Pre-requisite: CSCI2100 or CSCI2520 or ESTR2102 or equivalent. | ||
| ESTR 3110 | Algorithms for Bioinformatics | Not for students who have taken BMEG3102 or CSCI3220. | ||
| ESTR 3112 [2] | Numerical Optimization | Pre-requisite: ENGG1120/ESTR1005 or ENGG1130/ESTR1006 or MATH1510.Not for students who have taken AIST3010 or AIST3030 or ESTR3114. | ||
| ESTR 3114 | Numerical Optimization | Pre-requisite: ENGG1120 or ENGG1130 or ESTR1005 or ESTR1006 or MATH1510.Not for students who have taken AIST3010 or AIST3030 or ESTR3112. | ||
| ESTR 3200 | Microelectronic Devices and Circuits | Not for students who have taken ELEG3201.Pre-requisite: ELEG2202 or BMEG2300 or with the consent of the instructor. | ||
| ESTR 3204 | Principles of Semiconductor Devices | Not for students who have taken ELEG2510 and ELEG3301. | ||
| ESTR 3206 | Introduction to Optical Communications | Not for students who have taken ELEG3303 or ELEG3320. | ||
| ESTR 3208 | Biomaterials and Tissue Engineering | Not for students who have taken BMEG3430. | ||
| ESTR 3212 | Biofluids | Not for students who have taken MAEG3030 or BMEG3210. | ||
| ESTR 3214 | Fundamentals of Applied Electromagnetics | Not for students who have taken ELEG3213 or ELEG3203. | ||
| ESTR 3216 | Robotic Perception and Intelligence | Pre-requisite: ENGG2030 or with the consent of the instructor.Not for students who have taken ELEG3103 or ESTR3408 or MAEG3060. | ||
| ESTR 3300 | Digital Communications | Not for students who have taken IERG3010.Pre-requisite: ENGG2310 or ESTR2300 or IERG2310. | ||
| ESTR 3302 | Networks: Technology, Economics, and Social Interactions | Not for students who have taken IERG3280. | ||
| ESTR 3304 | Introduction to Stochastic Processes | Pre-requisite: IERG2470 or MIEG2440 or ENGG2430 or ENGG2450 or ENGG2460 or ENGG2470 or ESTR2002 or ESTR2005 or ESTR2010 or ESTR2012 or ESTR2018 or ESTR2308 or ESTR2362.Not for students who have taken IERG3300, IERG4140, IERG5300 or ENGG5302 or MATH4240. | ||
| ESTR 3306 | Social Media and Human Information Interaction | Prerequisite: IERG2051 or MIEG2051 or ENGG2030 or ESTR2302 or ESTR2360 or ESTR2206.Not for students who have taken IERG3320. | ||
| ESTR 3308 | Information and Software Engineering Practice | Pre-requisite: CSCI2100 or ESTR2102.Not for students who have taken CSCI3100 or ENGG3820 or IERG3080. | ||
| ESTR 3310 | Computer Networks | Pre-requisite: CSCI2100 or ESTR2102.Not for students who have taken CSCI4430 or ESTR4120 or IERG3310. | ||
| ESTR 3400 | Energy Utilization and Human Behaviour | Not for students who have taken EEEN3020. | ||
| ESTR 3402 | Engineering Materials | Not for students who have taken ENER3030 or EEEN3030. | ||
| ESTR 3404 | Manufacturing Technology | Not for students who have taken MAEG3020. | ||
| ESTR 3406 | Introduction to Control Systems | Not for students who have taken MAEG3050. | ||
| ESTR 3408 | Introduction to Robotics | Not for students who have taken MAEG3060 or ELEG3103. | ||
| ESTR 3410 | Heating, Ventilation, and Air-Conditioning (HVAC) II | Pre-requisite: EEEN2040 / ESTR2404 and MAEG2030 / ESTR2402, or with the consent of the course instructor.Not for students who have taken EEEN3010. | ||
| ESTR 3500 | Operations Research II | Not for students who have taken ESTR2520 or FTEC2101 or SEEM3440. | ||
| ESTR 3502 | Engineering Innovation and Entrepreneurship | Not for students who have taken SEEM3450. | ||
| ESTR 3504 | Computer Processing Systems Concepts | Not for students who have taken SEEM3460.Pre-requisite: CSCI1110 or CSC1510 or ENGG1110 or ESTR1002 or with the approval of the course instructor. | ||
| ESTR 3506 | Fundamentals in Information Systems | Not for students who have taken SEEM3550. | ||
| ESTR 3509 | Investment Science | Not for students who have taken SEEM3590. | ||
| ESTR 3510 | Service Management | Not for students who have taken SEEM3630. | ||
| ESTR 3512 | Technology, Consulting and Analytics in Practice | Not for students who have taken ESTR4504, SEEM3680 or SEEM4680. | ||
| ESTR 3514 | Introduction to Logistics and Supply Chain Management | Not for students who have taken ESTR4500 or ESTR4502 or SEEM3620 or SEEM4600 or SEEM4610. | ||
| ESTR 3516 | Fundamentals in Decision and Data Analytics | 1. Pre-requisites: (a) ENGG1110/ESTR1002, ENGG1120/ESTR1005, ENGG1130/ESTR1006, ENGG2440/ESTR2004, ENGG2760/ESTR2018, ENGG2780/ESTR2020 & MATH1510; or (b) with course instructor's approval.2. Not for students who have taken SEEM3650 or SEEM4480. | ||
| ESTR 3601 | Medical Instrumentation and Design | Not for students who have taken ELEG3101 or BMEG3101 or BMEG3111 or ESTR3210 or ESTR3603. | ||
| ESTR 3602 | Neuroengineering | Not for students who have taken BMEG3330. | ||
| ESTR 3603 [2] | Medical Instrumentation and Design | Not for students who have taken BMEG3101 or BMEG3111 or ELEG3101 or ESTR3210 or ESTR3601. | ||
| ESTR 3604 | Molecular and Cellular Engineering Laboratory | Not for students who have taken BMEG3140. | ||
| ESTR 3605 | Data Analytics for Personalized Genomics and Precision Medicine | Not for students who have taken BMEG3105. | ||
| ESTR 4104 | Distributed and Parallel Computing | Not for students who have taken CSCI4160.Pre-requisite: CSCI3150 or ESTR3102. | ||
| ESTR 4106 | Introduction to Cloud Computing and Storage | Co-requisite: CSCI3150 or ESTR3102.Not for students who have taken CSCI4180. | ||
| ESTR 4120 | Data Communication and Computer Networks | Not for students who have taken IERG3310 or CSCI4430 or ESTR3310.Pre-requisite: CSCI3150 or CENG3150 or ESTR3102. | ||
| ESTR 4140 | Foundation of Applied Deep Learning | Pre-requisite: CSCI3230 or CSCI3320 or ESTR3108.Not for students who have taken AIST4010. | ||
| ESTR 4200 | AI & Imaging for Biomedical Engineering | Not for students who have taken BMEG4320.Pre-requisite: BMEG3320 or with the consent of the course instructor. | ||
| ESTR 4201 | Advanced Imaging and Spectroscopy Techniques in Biomedicine | Not for students who have taken BMEG4330.Pre-requisite: BMEG3320. | ||
| ESTR 4202 | Bionanotechnology | Not for students who have taken BMEG4450. | ||
| ESTR 4203 | BioMEMS | Not for students who have taken BMEG4410. | ||
| ESTR 4204 | Biomolecular Engineering | Not for students who have taken BMEG4510.Pre-requisite: SBMS1440 or with the consent of the course instructor. | ||
| ESTR 4214 | Musculoskeletal Tissue Engineering | Not for students who have taken BMEG4530 or BMEG5880.Pre-requisite: BMEG3430 or with the consent of the instructor. | ||
| ESTR 4216 | Physics and Technology of Semiconductor Devices | Not for students who have taken ELEG4301 or ELEG4311 or ELEG4510 or ESTR4210.Pre-requisite: ELEG3301 or ESTR3204 or consent of the instructor. | ||
| ESTR 4218 | Digital Signal Processing and Applications | Not for students who have taken ELEG4501 or ELEG4511 or ESTR4212.Pre-requisite: ELEG3503 or consent of the instructor. | ||
| ESTR 4222 | RF Circuits for Wireless Systems | Pre-requisite: ELEG3203 or ELEG3213 or ESTR3214 or consent of the instructor.Not for students who have taken ELEG4203 or ELEG4204 or ELEG4213 or ELEG4214 or ESTR4206 or ESTR4208 or ESTR4220. | ||
| ESTR 4300 | Web-scale Information Analytics | Not for students who have taken CSCI5510 or ENGG4030 or IERG4300. | ||
| ESTR 4302 | Networking Protocols and Systems | Pre-requisite: IERG3310 or ESTR3310.Not for students who have taken IERG4090. | ||
| ESTR 4304 | Wireless Communication Systems | Not for students who have taken IERG4100 or IEMS5701.Pre-requisite: ENGG2310 or ESTR2300 or ESTR3300 or IERG2310 or IERG3010. | ||
| ESTR 4306 | Introduction to Cyber Security | Not for students who have taken IERG4130 or IEMS5710 or CSCI4130. | ||
| ESTR 4308 | Network Software Design and Programming | Not for students who have taken IERG4180. | ||
| ESTR 4312 | Building Scalable Internet-based Services | Not for students who have taken IERG4080.Pre-requisite: IERG3080. | ||
| ESTR 4314 | Hands-on Wireless Communication | Not for students who have taken IERG4110.Pre-requisite: ENGG2310 or ESTR2300 or IERG2310. | ||
| ESTR 4316 | Programming Big Data Systems | Not for students who have taken IERG4330 or IEMS5730.Co-/Pre-requisite(s): ENGG4030 or ESTR4300 or IERG4300. | ||
| ESTR 4320 | Optical Communications | Not for students who have taken ELEG3303 or ESTR3206 or IEMS5705 or IERG4030.Pre-requisite: ENGG2310 or ESTR2300 or IERG2310 or with the consent of the course instructor.ESTR4320. | ||
| ESTR 4322 | Introduction to Cryptography | Not for students who have taken IERG4150. | ||
| ESTR 4324 | Data Science in Practice | Not for students who have taken IERG4320. | ||
| ESTR 4326 | Blockchain and Applications | Not for students who have taken CSCI5590 or IEMS5725 or IERG4360 or IERG5590. | ||
| ESTR 4328 | Functional Programming | Pre-requisite: IERG2080 or ESTR2306 or equivalent, or with instructor's written approval.Not for students who have taken IERG4120. | ||
| ESTR 4400 | Kinetic Energy Harvesting Devices and Systems | Not for students who have taken ENER4010 or EEEN4010.Pre-requisite: MAEG3030 or with the consent of the course instructor. | ||
| ESTR 4402 | Solar Energy and Photovoltaic Technology | Not for students who have taken EEEN4020.Pre-requisite:1. ELEG2202 and EEEN2020, or.2. ELEG2202 and ELEG3201/ESTR3200. | ||
| ESTR 4408 | Computer-integrated Manufacturing | Not for students who have taken MAEG4010. | ||
| ESTR 4410 | Finite Element Modelling and Analysis | Not for students who have taken MAEG4020. | ||
| ESTR 4412 | Heat Transfer | Not for students who have taken MAEG4030.Pre-requisite: MAEG2030 / ESTR2402 and MAEG3030, or with the consent of the course instructor. | ||
| ESTR 4414 | Mechatronic Systems | Not for students who have taken MAEG4040. | ||
| ESTR 4416 | Modern Control Systems Analysis and Design | Not for students who have taken MAEG4050. | ||
| ESTR 4418 | Engineering Optimization | Not for students who have taken MAEG4070. | ||
| ESTR 4420 | Introduction to Combustion | Not for students who have taken MAEG4080.Pre-requisite: MAEG2030 or ESTR2402 and MAEG3030. | ||
| ESTR 4422 | Energy Storage Devices and Systems | Not for students who have taken ENER4040, ENER4050 or ESTR4406 or EEEN4050.Pre-requisite: ENER2010 AND ENER2020 or EEEN2020 or with the consent of the course instructor. | ||
| ESTR 4424 | Energy Distribution | Not for students who have taken ENER4040, ENER4060, ESTR4406 or EEEN4060.Pre-requisite: ELEG2202 or equivalent. | ||
| ESTR 4506 | Computational Finance | Not for students who have taken SEEM4720.Pre-requisite: SEEM2520 or SEEM3570 or SEEM3590 or ESTR3508 or ESTR3509. | ||
| ESTR 4508 | Data Analytics Models and Methods for Financial Engineering and Fintech | Not for students who have taken SEEM4730. | ||
| ESTR 4510 | Advances in Logistics and Supply Chain Management | Not for students who have taken ESTR4500 or ESTR4502 or SEEM4600 or SEEM4610 or SEEM4750. | ||
| ESTR 4512 | Stochastic Models for Decision Analytics | 1. Pre-requisites: (a) ENGG1110/ESTR1002, ENGG1120/ESTR1005, ENGG1130/ESTR1006, ENGG2440/ESTR2004, ENGG2760/ESTR2018, ENGG2780/ESTR2020, MATH1510 and SEEM2420; or (b) with course instructor's approval.2. Not for students who have taken SEEM4760. | ||
| ESTR 4601 | Global Medical Device Regulatory Affairs | Not for students who have taken BMEG5850 or BMEG4010. | ||
| ESTR 4998 | Graduation Thesis I | Not for students who have taken BMEG4998 or CENG4998 or CSCI4998 or FTEC4998 or ELEG4998 or EEEN4998 or IERG4998 or MAEG4998 or SEEM4998. | ||
| ESTR 4999 | Graduation Thesis II | Not for students who have taken BMEG4999 or CENG4999 or CSCI4999 or FTEC4999 or ELEG4999 or EEEN4999 or IERG4999 or MAEG4999 or SEEM4999.Pre-requisite: ESTR4998. |
2.Research Postgraduate Courses3 units
ii) 3 units of AIST/BMEG/CENG/CSCI/EEEN/ELEG/ENGG/IERG/MAEG/SEEM research postgraduate courses at 5000 level
Show 191 courses
| Course | Title | Term 1 | Term 2 | Enrolment information |
|---|---|---|---|---|
| AIST 5020 | Trustworthy Artificial Intelligence | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering. | ||
| AIST 5030 | Generative Artificial Intelligence | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science and Engineering;Not for students who have taken SEEM5030. | ||
| AIST 5040 | PhysAI and GenAI for Natural Science | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For students in UG AISTN or CDASN or CENGN or CSCIN. | ||
| AIST 5050 | Optimization for Large Language Models | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For students in UG AISTN or CDASN or CENGN or CSCIN. | ||
| BMEG 5310 [1] | Biomedical Engineering Seminar I | For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5320 [1] | Biomedical Engineering Seminar II | For students in MPhil-PhD Biomedical Engineering;Pre-requisite: BMEG5310 or with the consent of the instructor. | ||
| BMEG 5330 [1] | Biomedical Engineering Seminar III | For students in MPhil-PhD Biomedical Engineering;Pre-requisites: BMEG5310 and BMEG5320 or with the consent of the instructor. | ||
| BMEG 5340 [1] | Biomedical Engineering Seminar IV | For students in MPhil-PhD Biomedical Engineering;Pre-requisites: BMEG5310, BMEG5320 and BMEG5330 or with the consent of the instructor. | ||
| BMEG 5530 | Tissue Engineering | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5540 | Bio-MEMS and Biophotonics | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5610 | Research Methods in Biomedical Engineering | For students in MPhil-PhD Biomedical Engineering; or For students in MSc Biomedical Engineering; or For students in BEng Biomedical Engineering. | ||
| BMEG 5630 | Fundamental Gene Therapy | For students in MPhil-PhD Biomedical Engineering; or For students in MSc Biomedical Engineering; or For students in BEng Biomedical Engineering.Not for students who have taken BMEG4510. | ||
| BMEG 5710 | Introduction to Biomedical Engineering | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5720 | Basic Biomedical Science | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5730 | Medical Devices and Sensor Networks | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5750 | Medical Robotics | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5760 | Bioelectronics and Nanotechnology | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5790 | Bioinformatics | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5820 | Virtual Medicine and Computer Aided Surgery | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5830 | Medical Imaging | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5840 | Biomedical Engineering Laboratories | For students in MSc Biomedical Engineering. | ||
| BMEG 5850 | Medical Device Regulatory Affairs and Intellectual Property | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering;Not for students who have taken BMEG4010. | ||
| BMEG 5860 | E-Health Technologies | For students in MSc Biomedical Engineering; or For students in MSc Biochemistry & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5870 | Golden Age Opportunities and Sustainable Smart Ageing | For students in MSc Biomedical Engineering; or For students in MSc Biochemical & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering. | ||
| BMEG 5880 | Stem Cell Fundamentals | For students in MSc Biomedical Engineering; or For students in MSc Biochemical & Biomedical Science; or For students in MPhil-PhD Biomedical Engineering.Not for students who have taken BMEG4530. | ||
| BMEG 5920 [0] | M.Sc. Project I | For students in MSc Biomedical Engineering. | ||
| BMEG 5930 [6] | M.Sc. Project II | For students in MSc Biomedical Engineering. | ||
| CENG 5030 | Energy Efficient Computing | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For students in UG Computer Science; or For students in UG Computer Engineering. | ||
| CENG 5270 | EDA for Physical Design of Digital Systems | For students in MSc Computer Science; or MPhil-PhD Computer Science & Engineering; or For undergraduate students in Computer Science (CSCIU & CSCIN) or Computer Engineering;(CENGU & CENGN). | ||
| CENG 5280 | Quantum Computer Systems | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For students in UG AISTN or CDASN or CENGN or CSCIN. | ||
| CSCI 5010 | Practical Computational Geometry Algorithms | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For students in UG Computer Science; or For students in UG Computer Engineering. | ||
| CSCI 5030 | Machine Learning Theory | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For undergraduate students in Computer Science (CSCIU & CSCIN) or Computer Engineering (CENGU & CENGN);Not for students who have taken AIMS5704. | ||
| CSCI 5120 | Advanced Topics in Database Systems | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For students in UG Computer Science; or For students in UG Computer Engineering;Exclusion: CMSC5705 and SEEM5010. | ||
| CSCI 5150 | Machine Learning Algorithms and Applications | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For students in UG Computer Science; or For students in UG Computer Engineering;Exclusion: FTEC5580. | ||
| CSCI 5210 | Advanced Computer Graphics and Visualization | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For students in UG Computer Science; or For students in UG Computer Engineering. | ||
| CSCI 5350 | Advanced Topics in Game Theory | For students in MSc Computer Science or MPhil-PhD Computer Science & Engineering or UG Computer Science or UG Computer Engineering;Exclusion: CMSC5728. | ||
| CSCI 5370 | Quantum Computing | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For undergraduate students in Computer Science (CSCIU & CSCIN) or Computer Engineering (CENGU & CENGN). | ||
| CSCI 5390 | Advanced GPU Programming | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For students in UG Computer Science; or For students in UG Computer Engineering. | ||
| CSCI 5440 | Theory of Cryptography | For undergraduate students in Computer Science (CSCIN) or Computer Engineering (CENGN) or Artificial Intelligence – Systems & Technologies (AISTN); or For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering. | ||
| CSCI 5540 | Machine Learning Systems | For undergraduate students in Computer Science (CSCIN) or Computer Engineering (CENGN) or Artificial Intelligence – Systems & Technologies (AISTN); or For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering. | ||
| CSCI 5550 | Advanced File and Storage Systems | For undergraduate students in Computer Science (CSCIU and CSCIN) or Computer Engineering (CENGU and CENGN); or For students in MSc Computer Science or MPhil-PhD Computer Science & Engineering. | ||
| CSCI 5600 | Advanced Topics in Distributed Systems | For students in MSc Computer Science or MPhil - PhD Computer Science & Engineering or UG Computer Science or UG Computer Engineering;Exclusion: CMSC5735. | ||
| CSCI 5610 | Advanced Data Structures | For students in MSc Computer Science or Mphil - PhD Computer Science & Engineering or UG Computer Science or UG Computer Engineering. | ||
| CSCI 5630 | Advanced Topics in Graph Mining | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For undergraduate students in Computer Science (CSCIU & CSCIN) or Computer Engineering (CENGU & CENGN). | ||
| CSCI 5640 | Natural Language Processing | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For undergraduate students in Computer Science (CSCIU & CSCIN) or Computer Engineering (CENGU & CENGN). | ||
| CSCI 5650 | Graph Neural Networks | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For undergraduate students in Computer Science (CSCIU & CSCIN) or Computer Engineering (CENGU & CENGN). | ||
| CSCI 5660 | Advanced Topics of AI for Life Sciences | For undergraduate students in Computer Science (CSCIN) or Computer Engineering (CENGN) or Artificial Intelligence – Systems & Technologies (AISTN); or For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering. | ||
| CSCI 5670 | Computational Imaging Systems and Algorithms | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering;Not for students who have taken IERG5670. | ||
| CSCI 5680 | Advanced Topics in Flash Memory Technology | For undergraduate students in Computer Science (CSCIN) or Computer Engineering (CENGN) or Artificial Intelligence – Systems & Technologies (AISTN); or For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering. | ||
| CSCI 5690 | Automated Reasoning about Software Systems | For undergraduate students in Computer Science (CSCIN) or Computer Engineering (CENGN) or Artificial Intelligence – Systems & Technologies (AISTN); or For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering. | ||
| CSCI 5700 | Advanced Topics in Software Testing | For students in MSc Computer Science; or For students in MPhil-PhD Computer Science & Engineering; or For students in UG AISTN or CDASN or CENGN or CSCIN. | ||
| ELEG 5020 | Advanced Topics in Integrated Circuits and Systems | For students in MPhil-PhD Electronic Engineering. | ||
| ELEG 5030 | Advanced Topics in Wireless Communications | For students in MPhil-PhD Electronic Engineering. | ||
| ELEG 5040 | Advanced Topics in Signal Processing | For students in MPhil-PhD Electronic Engineering. | ||
| ELEG 5050 | Advanced Topics in Solid State Technology | For students in MPhil-PhD Electronic Engineering. | ||
| ELEG 5060 | Applied Functional Analysis and Approximation Theory | For students in MPhil-PhD Electronic Engineering and MSc Electronic Engineering. | ||
| ELEG 5150 | Processing of Functional Materials | For ELEG RPG & TPG students. | ||
| ELEG 5280 | Analog-Digital ASIC Design | For ELEG major and minor undergraduate and ELEG RPg and TPg students as elective course;Not for students who have taken ELEG5201. | ||
| ELEG 5301 | Photonic Integrated Circuits | For ELEG RPG & TPG students, ELEG undergraduate major and minor students as elective course;Not for students who have taken ELEG5773. | ||
| ELEG 5421 | Audio Signal Processing | For ELEG PG students.For ELEG UG major and minor as elective.Students should have knowledge of Linear Algebra, Probability, C/C++/Python, pattern recognition or machine learning.UG students should have taken ENGG1120, ENGG2760, CSCI1120 or equivalent. | ||
| ELEG 5491 | Introduction to Deep Learning | For ELEG RPG & TPG students, ELEG undergraduate major and minor students as elective course;Not for students who have taken ELEG5040. | ||
| ELEG 5520 | Advanced Topics in Optoelectronics | For students in MPhil-PhD Electronic Engineering.The student should have prior knowledge of semiconductor devices or optoelectronics at the junior undergraduate level before taking this course. | ||
| ELEG 5550 | Micro- and Nano-Fabrication Laboratory | For ELEG RPG students, ELEG undergraduate major and minor students as elective course;Not for students who have taken ELEG5771. | ||
| ELEG 5600 | Advanced Perception for Intelligent Robotics | Elective Course for ELEG RPG, TPG, and senior undergraduate students;Pre-requisite: ELEG3103 or equivalent, or permission of instructor (for UG students only). | ||
| ELEG 5620 | Electronic Engineering Seminar | For students in MPhil-PhD Electronic Erg. | ||
| ELEG 5723 | CMOS Analog IC Design | For ELEG RPG and TPG students as elective course;Not for students who have taken ELEG5210. | ||
| ELEG 5731 | Radio Frequency and Wireless Systems | For students in MSc Electronic Engineering. | ||
| ELEG 5753 | Solar Cells and Beyond for Low-carbon Energy | For students in MPhil-PhD Electronic Erg and MSc Electronic Engineering. | ||
| ELEG 5755 | Optical Communications and Interconnects | For students in MPhil-PhD Electronic Erg and MSc Electronic Engineering. | ||
| ELEG 5757 | Intelligent Wearable Electronics | For students in MSc Electronic Engineering. | ||
| ELEG 5758 | VLSI Digital Signal Processing | For students in MSc Electronic Engineering. | ||
| ELEG 5759 | Innovation, Technology and Management in Modern Engineering | For students in MPhil-PhD Electronic Erg and MSc Electronic Engineering. | ||
| ELEG 5760 | Machine Learning for Multimedia Applications | For students in MSc Electronic Engineering;Not for students who have taken ENGG5202 or ELEG5491. | ||
| ELEG 5761 | Power Converters and Their Grid Applications | For students in MPhil-PhD Electronic Erg and MSc Electronic Engineering. | ||
| ELEG 5762 | Neuromorphic Electronics: Materials, Devices and Circuits for Brain-Like Computation | For students in MPhil-PhD Electronic Erg and MSc Electronic Engineering. | ||
| ELEG 5763 | Processor Design with RISC-V | For students in MPhil-PhD Electronic Erg and MSc Electronic Engineering. | ||
| ELEG 5764 | Artificial Intelligence IC Design | For students in MSc Electronic Engineering and MPhil-PhD Electronic Erg. | ||
| ELEG 5765 | Fundamentals of Automotive Integrated Circuits | For students in MSc Electronic Engineering and MPhil-PhD Electronic Erg. | ||
| ELEG 5766 | AI in Medical Image Analysis | For students in MSc Electronic Engineering and MPhil-PhD Electronic Erg. | ||
| ELEG 5768 | CMOS Radio Frequency Integrated Circuits Design | For students in MSc Electronic Engineering. | ||
| ELEG 5769 | Mixed-signal Integrated Circuit Design | For students in MSc Electronic Engineering. | ||
| ELEG 5770 | Advanced Semiconductor Packaging | For students in MSc Electronic Engineering. | ||
| ELEG 5771 | Micro/Nano-Chip Manufacturing Technology | For students in MSc Electronic Engineering and MPhil-PhD Electronic Erg:Not for students who have taken ELEG5550. | ||
| ELEG 5772 | Audio Signal Processing | For ELEG PG students.Students should have knowledge of Linear Algebra, Probability, C/C++/Python, pattern recognition or machine learning;Not for students who have taken ELEG5421. | ||
| ELEG 5773 | Photonic Chip Design and Emerging Applications | For students in MSc Electronic Engineering and MPhil-PhD Electronic Erg;Not for students who have taken ELEG5301. | ||
| ELEG 5802 | Research and Development Project | For students in MSc Electronic Engineering. | ||
| ELEG 5902 | Electronic Engineering Internship | For students in MSc Electronic Engineering. | ||
| ENGG 5101 | Advanced Computer Architecture | For students in MSc Computer Science or MPhil-PhD programmes under Faculty of Engineering or UG Computer Science or UG Computer Engineering;Exclusion: CENG5410. | ||
| ENGG 5103 | Techniques for Data Mining | For students in MSc Computer Science or MPhil-PhD programmes under Faculty of Engineering or UG Computer Science or UG Computer Engineering;Not for students who have taken CMSC5724 or CSCI5180. | ||
| ENGG 5104 | Image Processing and Computer Vision | For students in MSc Computer Science or MPhil-PhD programmes under Faculty of Engineering or UG Computer Science or UG Computer Engineering;Not for students who have taken CMSC5711 or CSCI5280. | ||
| ENGG 5105 | Computer and Network Security | For students in MSc Computer Science or MPhil-PhD programmes under Faculty of Engineering or UG Computer Science or UG Computer Engineering;Not for students who have taken CMSC5726 or CSCI5470. | ||
| ENGG 5108 | Big Data Analytics | For students in MSc AIN or MSc CSP or MSc IEG or MSc ISTM or MPhil-PhD programmes under Faculty of Engineering or UG Computer Science or UG Computer Engineering or UG Information Engineering.Not for students who have taken CMSC5741 or CSCI5510. | ||
| ENGG 5202 | Pattern Recognition | For ELEG major and minor undergraduate as elective course.For students in MPhil-PhD programmes under Faculty of Engineering;Not for students who have taken ELEG5503 or ELEG5760. | ||
| ENGG 5204 | Introduction to Deep Learning | For students in MPhil-PhD programmes under Faculty of Engineering;Not for students who have taken ELEG5491. | ||
| ENGG 5281 | Advanced Microwave Engineering | For Engineering MPhil-PhD or ELEG MSc students.For ELEG UG major and minor as elective course.Not for those who have taken ELEG5205 or ELEG5310.Students should have prior knowledge of antenna and propagation, electromagnetic fields or related courses. | ||
| ENGG 5282 | Nanoelectronics | For students in MSc Electronic Engineering or MPhil-PhD programmes under Faculty of Engineering;Not for students who have taken ELEG5500. | ||
| ENGG 5291 | Fiber Optics: Principles and Technologies | For students in MSc Electronic Engineering or MPhil-PhD programmes under Faculty of Engineering;Not for students who have taken ELEG5610. | ||
| ENGG 5301 | Information Theory | For all students in Engineering Faculty;Exclusion: IERG5154. | ||
| ENGG 5303 | Advanced Wireless Communications | For all students in Engineering Faculty.Exclusion: IERG6270 or IERG5100. | ||
| ENGG 5383 | Applied Cryptography | For all students in Engineering Faculty;Exclusion: IERG5240. | ||
| ENGG 5392 | Lightwave System Technologies | For all students in Engineering Faculty;Exclusion: IERG5040. | ||
| ENGG 5402 | Advanced Robotics | For students in MPhil-PhD programmes under Faculty of Engineering; or For undergraduate students in Mechanical and Automation Engineering.Not for students in MSc MAE and MSc Robotics.Not for students who have taken MAEG5755 or ROSE5710. | ||
| ENGG 5403 | Linear System Theory & Design | For students in MSc Mechanical and Automation Engineering or MPhil-PhD programmes under Faculty of Engineering; or For undergraduate students in Mechanical and Automation Engineering;Not for students who have taken MAEG5725. | ||
| ENGG 5404 | Micromachining and Microelectromechanical Systems | For students in MSc BMEG and MAEG; or MPhil-PhD programmes under Faculty of Engineering; or For undergraduate students in BMEG or MAEG;Not for students who have taken MAEG5750. | ||
| ENGG 5501 | Foundations of Optimization | For students in MPhil-PhD programmes under Faculty of Engineering;Not for students who have taken SEEM5520. | ||
| ENGG 5601 | Principles of Biomechanics and Biomaterials | For MSc Biomedical Engineering students; or For MPhil-PhD students under Faculty of Engineering;Not for students who have taken BMEG5150. | ||
| ENGG 5781 | Matrix Analysis and Computations | For MPhil-PhD Engineering Students. | ||
| IERG 5020 | Telecommunication Switching and Network Systems | For all students in Engineering Faculty;Course Exclusion: IERG4020 or ESTR4318. | ||
| IERG 5050 | AI Foundation Models, Systems and Applications | For all students in Engineering Faculty. | ||
| IERG 5090 | Advanced Networking Protocols and Systems | For all students in Engineering Faculty;Exclusion: IEMS5715. | ||
| IERG 5110 | Signal Processing in Wireless Communications and Sensing | For all students in Engineering Faculty.Pre-requisite: IERG3010/ESTR3300 or written waiver with endorsement from instructor. | ||
| IERG 5130 | Probabilistic Models and Inference Algorithms for Machine Learning | For all students in Engineering Faculty. | ||
| IERG 5200 | Channel Coding and Modulation | For all students in Engineering Faculty;Exclusion: MATH4260 and IERG4200. | ||
| IERG 5230 | Algorithms and Realization of Internet of Things Systems | For all students in Engineering Faculty. | ||
| IERG 5250 | Edge AI and Applications | For all students in Engineering Faculty. | ||
| IERG 5254 | Network Information Theory | For all students in Engineering Faculty.Exclusion: IERG6154. | ||
| IERG 5280 | Wireless and Mobile Networking | For all students in Engineering Faculty. | ||
| IERG 5290 | Network Coding Theory | For all students in Engineering Faculty. | ||
| IERG 5300 | Random Processes | For all students in Engineering Faculty.Exclusion: ENGG5302 or SEEM5580. | ||
| IERG 5310 | Security & Privacy in Cyber Systems | For all students in Engineering Faculty. | ||
| IERG 5320 | Digital Forensics | For all students in Engineering Faculty. | ||
| IERG 5340 | IT Innovation and Entrepreneurship | For all students in Engineering Faculty.Exclusions: CMSC5730 or ENGG3802 or ENGG3803 or ENGG5700 or ESTR3502 or FTEC5570 or IEMS5712 or SEEM3450. | ||
| IERG 5350 | Reinforcement Learning | For all students in Engineering Faculty. | ||
| IERG 5360 | Program Representation, Modeling and Understanding for Software Security | For all students in Engineering Faculty.Pre-requisite: IERG4130 or CSCI4130 or ESTR4306 or IEMS5710, or written waiver with endorsement from instructor. | ||
| IERG 5380 | Quantum Information Processing | For all students in Engineering Faculty.Exclusion: CSCI5370 and MAEG5110. | ||
| IERG 5400 | Theory of Probability | For all students in Engineering Faculty.Exclusion: IERG6300. | ||
| IERG 5450 | AI for Science | For all students in Engineering Faculty. | ||
| IERG 5460 | Multimodal Machine Learning | For all students in Engineering Faculty. | ||
| IERG 5470 | Convex and Stochastic Optimization and their Applications | For all students in Engineering Faculty. | ||
| IERG 5590 | Advanced Topics in Blockchain | For all students in Engineering Faculty;Exclusion: CSCI5590. | ||
| IERG 5670 | Computational Imaging Systems and Algorithms | For all students in Engineering Faculty.Exclusion= CSCI5670. | ||
| MAEG 5030 | Geometric Computing for Design and Manufacturing | For students in MPhil-PhD Mechanical and Automation Engineering; or For students in MSc Mechanical and Automation Engineering; or For students in UG Mechanical and Automation Engineering;Pre-requisite: MAEG3070 (for UG students only). | ||
| MAEG 5070 | Nonlinear Control Systems | For students in MPhil-PhD Mechanical and Automation Engineering; or For students in MSc Mechanical and Automation Engineering; or For students in UG Mechanical and Automation Engineering. | ||
| MAEG 5080 | Smart Materials and Structures | For students in MPhil-PhD Mechanical and Automation Engineering; or For students in MSc Mechanical and Automation Engineering; or For students in UG Mechanical and Automation Engineering;Not for students who have taken MAEG5760. | ||
| MAEG 5090 | Topics in Robotics | For students in MPhil-PhD Mechanical and Automation Engineering; or For students in MSc Mechanical and Automation Engineering; or For students in UG Mechanical and Automation Engineering. | ||
| MAEG 5110 | Quantum Control and Quantum Information | For students in MPhil-PhD Mechanical and Automation Engineering; or For students in MSc Mechanical and Automation Engineering; or For students in UG Mechanical and Automation Engineering. | ||
| MAEG 5120 | Nanomaterials and Nanotechnology: Fundamentals and Applications | For students in MSc/MPhil-PhD/UG Mechanical and Automation Engineering; or UG Energy and Environmental Engineering;Pre-requisite (for UG students only): [EEEN3030 or ESTR3402 (with grade B or above)] or [with the consent of the course instructor]. | ||
| MAEG 5130 | Computational Mechanics | For students in MPhil-PhD Mechanical and Automation Engineering; or For students in MSc Mechanical and Automation Engineering; or For students in UG Mechanical and Automation Engineering. | ||
| MAEG 5140 | Materials Characterization Techniques | For students in MPhil-PhD/MSc/UG Mechanical and Automation Engineering; or UG Energy and Environmental Engineering;Pre-requisite (for UG students only): EEEN3030 or ESTR3402 (with grade B or above). | ||
| MAEG 5150 | Advanced Heat Transfer and Fluid Mechanics | For students in MPhil-PhD Mechanical and Automation Engineering; or For students in MSc Mechanical and Automation Engineering; or For students in UG Energy and Environmental Engineering; or For students in UG Mechanical and Automation Engineering. | ||
| MAEG 5160 | Design for Additive Manufacturing | For students in MPhil-PhD Mechanical and Automation Engineering; or For students in MSc Mechanical and Automation Engineering; or For students in UG Mechanical and Automation Engineering - Major. | ||
| MAEG 5710 | Geometric Modelling for Computer Aided Design and Manufacturing | For students in MSc Mechanical and Automation Engineering;Not for students who have taken MAEG5030. | ||
| MAEG 5715 | Artificial Intelligence of Things (AIoT) Technology | For students in MSc Mechanical and Automation Engineering. | ||
| MAEG 5720 | Computer Vision in Practice | For students in MSc Mechanical and Automation Engineering. | ||
| MAEG 5725 | Control and Industrial Automation | For students in MSc Mechanical and Automation Engineering;Not for students who have taken ENGG5403. | ||
| MAEG 5735 | Applied Computational Intelligence | For students in MSc Mechanical and Automation Engineering. | ||
| MAEG 5745 | Mechatronic Systems | For students in MSc Mechanical and Automation Engineering. | ||
| MAEG 5750 | Microelectromechanical Systems Technology and Applications | For students in MSc Mechanical and Automation Engineering;Not for students who have taken ENGG5404. | ||
| MAEG 5755 | Robotics | For students in MSc Mechanical and Automation Engineering;Not for students who have taken MAEG5090 or ENGG5402 or ROSE5710. | ||
| MAEG 5760 | Smart Materials and Structures | For students in MSc Mechanical and Automation Engineering;Not for students who have taken MAEG5080. | ||
| MAEG 5775 | Energy and Environment | For students in MSc Mechanical and Automation Engineering. | ||
| MAEG 5780 | Railway Engineering and Systems | For students in MSc Mechanical and Automation Engineering. | ||
| MAEG 5785 | Precision Machine Design | For students in MSc Mechanical and Automation Engineering. | ||
| MAEG 5910 | M.Sc. Project | For students in MSc Mechanical and Automation Engineering. | ||
| MAEG 5920 | Mechanical and Automation Engineering Internship | For students in MSc Mechanical and Automation Engineering. | ||
| SEEM 5010 | Advanced Database and Information Systems | For students in MPhil-PhD Systems Engineering and Engineering Management;Not for students who have taken CSCI5120. | ||
| SEEM 5020 | Algorithms for Big Data | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5030 | Generative Artificial Intelligence | For students in MPhil-PhD Systems Engineering and Engineering Management.Exclusion: AIST5030. | ||
| SEEM 5120 | Advanced Topics in Systems Engineering and Engineering Management (I) | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5121 | Advanced Topics in Systems Engineering and Engineering Management (II) | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5160 | Advanced Data Science for Systems Engineering | For students in SEEM MPhil/PhD programme and RPg programmes under Faculty of Engineering. | ||
| SEEM 5201 [1] | Seminars in Systems Engineering and Engineering Management (I) | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5202 [1] | Seminars in Systems Engineering and Engineering Management (II) | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5330 | Speech and Language Processing | For students in Mphil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5340 | Stochastic Calculus | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5350 | Numerical Optimization | For students in SEEM MPhil/PhD programme and RPg programmes under Faculty of Engineering. | ||
| SEEM 5380 | Optimization Methods for High-Dimensional Statistics | For students in SEEM MPhil/PhD programme and RPg programmes under Faculty of Engineering;Prerequisite: ENGG5501 or as approved by the course teacher. | ||
| SEEM 5390 | Stochastic Optimization and Risk Management | For students in MPhil-PhD Systems Engineering and Engineering Management;Pre-requisite: ENGG5501. | ||
| SEEM 5410 | Optimal Control | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5570 | Numerical Methods in Finance | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5580 | Advanced Stochastic Models | For students in MPhil-PhD Systems Engineering and Engineering Management.Exclusion= IERG5300. | ||
| SEEM 5640 | Conversational Artificial Intelligence Systems | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5650 | Integer Programming | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5670 | Advanced Models in Financial Engineering | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5680 | Text Mining Models and Application | For students in MPhil-PhD Systems Engineering and Engineering Management. | ||
| SEEM 5710 | Principles of Operations Management | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5730 | Information Technology Management | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5740 | Engineering Economics | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5750 | Expert Systems and Decision Support | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5760 | Client/Server Information Systems | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5770 | Open Systems and Electronic Commerce | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5790 | Project and Technology Management | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5800 | Logistics Management | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5810 | Machine Intelligence and Systems Engineering | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5820 | Introduction to Financial Engineering | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5830 | Stochastic Investment Models | For students in MSc Systems Engineering and Engineering Management Exclusion = FTEC5530, FTEC5580. | ||
| SEEM 5840 | Quantitative Risk Management | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5870 | Computational Finance | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5880 | Supply Chain Management | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5910 | Project in Systems Engineering and Engineering Management | For students in MSc Systems Engineering and Engineering Management. | ||
| SEEM 5920 | Systems Engineering and Engineering Management Internship | For students in MSc Systems Engineering and Engineering Management. |
3.Research Component Courses6 units
ESTR4998 and ESTR4999 replace the corresponding Major Programme research component courses for students who declare the ELITE Stream.
Show 2 courses
| Course | Title | Term 1 | Term 2 | Enrolment information |
|---|---|---|---|---|
| ESTR 4998 | Graduation Thesis I | Not for students who have taken BMEG4998 or CENG4998 or CSCI4998 or FTEC4998 or ELEG4998 or EEEN4998 or IERG4998 or MAEG4998 or SEEM4998. | ||
| ESTR 4999 | Graduation Thesis II | Not for students who have taken BMEG4999 or CENG4999 or CSCI4999 or FTEC4999 or ELEG4999 or EEEN4999 or IERG4999 or MAEG4999 or SEEM4999.Pre-requisite: ESTR4998. |
Explanatory Notes
[a]Details of the entrance and coursework requirements, and declaration procedures for the ELITE Stream can be found at the ELITE website (www.erg.cuhk.edu.hk/erg/elite). Non-ELITE Engineering students may be allowed to take ESTR courses. Students are required to seek approval from their respective Major Programmes for using ESTR courses taken to fulfill the Major Programme Requirement. Details are available at the ELITE website.
[b]Students can use up to 9 units of courses which have been taken to fulfill the requirements of items 1 to 4 above to fulfill the elective requirements of the ELITE Stream. Item 3(b) Research Component Courses will not be included in these 9 units. A full list of ESTR courses is available at the ELITE website.
[c]Students can use AIST/BMEG/CENG/CSCI/EEEN/ELEG/ENGG/IERG/MAEG/ SEEM research postgraduate courses at 5000 level to substitute for ESTR courses at 3000 or 4000 level, subject to the approval of the Stream Director and the Associate Dean (Education).
[d]The requirement of at least 3 units of Engineering courses at 5000 level is a requirement for the ELITE Stream only. It should not be interpreted as a requirement of the Major Programme.