Nuclear, Plasma, and Radiological Engineering + Data Science, BS

for the degree of Bachelor of Science in Nuclear, Plasma, and Radiological Engineering + Data Science


This major is sponsored by the Department of Nuclear, Plasma, and Radiological Engineering within the Grainger College of Engineering, in collaboration with the Siebel School of Computer and Data Science, the iSchool, and the Departments of Mathematics and Statistics.

Nuclear, plasma, and radiological engineering encompasses a broad and diverse but complementary set of engineering disciplines with a wide variety of applications – in energy production, plasma processing of materials, fusion technology development, biomedical research and healthcare, and nuclear safeguards and radiation detection.

A digital transformation is impacting all fields of science and engineering. The areas of study and research in nuclear, plasma, and radiological engineering increasingly involve modeling, simulation, numerical analysis, and computational methods. The subsequent massive quantity of data produced creates a demand for students with a mastery of data collection, management, analysis, machine learning, and other data science topics. The Nuclear, Plasma, and Radiological Engineering + Data Science major is designed for students wanting a specialized foundation in the NPRE disciplines supplemented with a strong background in data science.

The first two years of the NPRE + DS curriculum provides a strong foundation in general areas of science and engineering and data science as well as in nuclear energy systems. Most of the core technical NPRE and more advanced data methods coursework takes place in the third and fourth years. Students demonstrate proficiency in the engineering design process in a design capstone course which involves data science. The program prepares graduates for positions in industry, research laboratories, federal and regulatory agencies, as well as for further graduate study. The supplemental distinction of a data science background increases graduates’ competitiveness and widens their opportunities as they enter a data-driven economy. 

for the degree of Bachelor of Science in Nuclear, Plasma, and Radiological Engineering + Data Science


Graduation Requirements

Minimum hours required for graduation: 128 hours.

Minimum Overall GPA: 2.0

Minimum Technical GPA: 2.0

TGPA is required for NPRE 200 and NPRE 247. See Technical GPA to clarify requirements.

University Requirements

Minimum of 40 hours of upper-division coursework, generally at the 300- or 400-level. These hours can be drawn from all elements of the degree.  Students should consult their academic advisor for additional guidance in fulfilling this requirement.

The university and residency requirements can be found in the Student Code (§ 3-801) and in the Academic Catalog.

General Education Requirements

Follows the campus General Education (Gen Ed) requirements. Some Gen Ed requirements may be met by courses required and/or electives in the program.

Composition I4-6
Advanced Composition3
Humanities & the Arts (6 hours)6
Natural Sciences & Technology (6 hours)6
Social & Behavioral Sciences (6 hours)6
fulfilled by ECON 102 or ECON 103 and any other course approved as Social & Behavioral Sciences
Cultural Studies: Non-Western Cultures (1 course)3
Cultural Studies: US Minority Cultures (1 course)3
Cultural Studies: Western/Comparative Cultures (1 course) 3
Quantitative Reasoning (2 courses, at least one course must be Quantitative Reasoning I)6-10
Language Requirement (Completion of the third semester or equivalent of a language other than English is required)0-15

Nuclear, Plasma, and Radiological Engineering Orientation and Professional Development

ENG 100Grainger Engineering Orientation Seminar1
NPRE 100Orientation to NPRE1
Total Hours2

Introductory Economics Elective

ECON 102Microeconomic Principles3
or ECON 103 Macroeconomic Principles
Total Hours3

Nuclear, Plasma, and Radiological Engineering Mathematics and Science Foundations

CHEM 102General Chemistry I3
CHEM 103General Chemistry Lab I1
MATH 231Calculus II3
MATH 241Calculus III4
MATH 285Intro Differential Equations3
PHYS 211University Physics: Mechanics4
PHYS 212University Physics: Elec & Mag4
Total Hours22

Nuclear, Plasma, and Radiological Engineering Core

ME 200Thermodynamics3
ME 310Fundamentals of Fluid Dynamics4
or TAM 335 Introductory Fluid Mechanics
NPRE 200Mathematics for Nuclear, Plasma, and Radiological Engineering2
NPRE 247Modeling Nuclear Energy System3
NPRE 321Introduction to Plasmas and Applications3
NPRE 330Materials in Nuclear Engineering3
NPRE 349Introduction to NPRE Heat Transfer2
NPRE 441Radiation Protection4
NPRE 445Interaction of Radiation with Matter4
NPRE 449Nuclear Systems Engineering and Design3
NPRE 451NPRE Laboratory3
NPRE 455Neutron Diffusion & Transport4
TAM 210Introduction to Statics2
TAM 212Introductory Dynamics3
Total Hours46

Data Science Core

Mathematical Foundations7
MATH 221Calculus I (MATH 220 may be substituted. MATH 220 is appropriate for students with no background in calculus. 4 of 5 credit hours count towards degree.)4
MATH 227Linear Algebra for Data Science3
or MATH 257 Linear Algebra with Computational Applications
Data Science Fundamentals12
STAT/CS/IS 107Data Science Discovery4
STAT 207Data Science Exploration4
CS 307Modeling and Learning in Data Science4
Computational Fundamentals4
CS 277Algorithms and Data Structures for Data Science4
Social Impact in Data Science6
IS 467Ethics and Policy for Data Science3
IS 477Data Management, Curation & Reproducibility3
Research or Discovery Experience4
NPRE 458Design in NPRE4
Total Hours33

Free Electives

Additional course work, subject to the Grainger College of Engineering restrictions to Free Electives, so that there are at least 128 credit hours earned toward the degree. 12
Total Hours of Curriculum to Graduate128

for the degree of Bachelor of Science in Nuclear, Plasma, and Radiological Engineering + Data Science


This sample sequence is intended to be used only as a guide for degree completion. All students should work individually with their academic advisors to decide the actual course selection and sequence that works best for them based on their academic preparation and goals. Enrichment programming such as study abroad, minors, internships, and so on may impact the structure of this four-year plan. Course availability is not guaranteed during the semester indicated in the sample sequence.

Students must fulfill their Language Other Than English requirement by successfully completing a third level of a language other than English. See the corresponding section on the Degree and General Education Requirements. One of the SBS courses must be an introductory economics course (ECON 102 or ECON 103). NPRE 481 will satisfy the Campus General Education Advanced Composition requirement.  If NPRE 481 is not selected, a separate Advanced Composition course must be taken.

Free Electives: Additional course work, subject to the Grainger College of Engineering restrictions to Free Electives, so that there are at least 128 credit hours earned toward the degree.

First Year
First SemesterHoursSecond SemesterHours
NPRE 1001MATH 2313
MATH 221 (MATH 220 may be substituted)4PHYS 2114
ENG 1001Composition I or Language other than English (3rd level) course4
Composition I or Language other than English (3rd level) course4STAT 1074
CHEM 1023 
CHEM 1031 
ECON 102 or 1033 
 17 15
Second Year
First SemesterHoursSecond SemesterHours
NPRE 2002NPRE 2473
MATH 2414MATH 2853
PHYS 2124ME 2003
TAM 2102TAM 2123
STAT 2074MATH 227 or 2573
 16 15
Third Year
First SemesterHoursSecond SemesterHours
NPRE 3303NPRE 3492
NPRE 4454NPRE 4513
TAM 335 (ME 310 may be substituted)4NPRE 4554
CS 2774CS 3074
Free Elective Course2General Education course (choose a Humanities or Social/Behavioral Science course with Cultural Studies designation)3
 17 16
Fourth Year
First SemesterHoursSecond SemesterHours
NPRE 3213NPRE 4414
NPRE 4493NPRE 4584
IS 4673IS 4773
General Education course (choose a Humanities or Social/Behavioral Science course with Cultural Studies designation)3General Education course (choose a Humanities or Social/Behavioral Science course with Cultural Studies designation)3
General Education course (Advanced Composition)3Free Elective Course3
 15 17
Total Hours 128

for the degree of Bachelor of Science in Nuclear, Plasma, and Radiological Engineering + Data Science


Student learning outcomes are based on learning outcomes in line with the ABET accreditation process for Nuclear Engineering.

Nuclear, Plasma, & Radiological Engineering + Data Science graduates will have:

  1. An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics.
  2. An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors.
  3. An ability to communicate effectively with a range of audiences.
  4. An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts.
  5. An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives.
  6. An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions.
  7. An ability to acquire and apply new knowledge as needed, using appropriate learning strategies.

Further, the Department of Nuclear, Plasma, and Radiological Engineering has undergraduate curriculum program education objectives (PEOs) that prepare our graduates to succeed in early career (two to five years post-graduation) professional activities in paths related to the NPRE discipline. Student learning outcomes represent process-orientated activities that either directly or in combination prepare students to satisfy all program educational objectives upon completion of the BS NPRE + Data Science degree program. These PEOs are:

  1. To succeed as engineers in the 21st Century in a globally-connected technological environment in which best practices are shared internationally free of borders.
  2. To advance in career paths associated with the NPRE disciplines, including commercial nuclear power, plasma sciences and technology, and radiological sciences related opportunities.
  3. To pursue further academic growth, obtaining advanced degrees in disciplines related, but not limited, to the disciplines associated with NPRE technical areas.
  4. To provide leadership to professional and societal communities in a general way and in ways specific to the NPRE disciplines.
  5. To engage in life-long learning and professional development, staying abreast of the ever-evolving technological landscape related to the NPRE disciplines.
  6. To contribute to society in a professional, responsible and ethical manner.