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computationalsciences
Administered By: Department of Mathematical Sciences
mathematics
1
6
s1 * Joint appointment with Department of Biomedical Engineering
s2 ** Joint appointment with the Department of Information Systems
s3 *** Joint appointment with the Federated Department of Biological Sciences
s4 **** Joint appointment with the Department of Electrical and Computer Engineering
s5 ***** With Biological Sciences
s6 ****** With School of Management
2

Administration
6
Chair Ahluwali
Associate Chair. lukej
Director, Undergraduate Program matveev
Director, Graduate Studies booty
Director, Statistics Program jain
Departmental Coordinator gulati

Administration
Chair Daljit S. Ahluwalia
Associate Chair. Jonathan H. Luke
Director, Undergraduate Program Victor V. Matveev
Director, Graduate Studies Michael R. Booty
Director, Statistics Program Aridaman K. Jain
Departmental Coordinator Padma Gulati

Faculty
10
Foundation Chair grkrie
Distinguished Professors grkrie,miura[s1]
Professors ahluwali,andrushk,bechtold,bhattach,blackmor,bose,booty,wychoi,deek[s2],kondic, lacker[s1],levy,lukej,milojevi,perez,michalop[s4],misieg,farzan[s3]
Associate Professors bukiet,chase,lcumming,dhar,dios,goodman,golowasc[s3],horntrop,kappraff,katzen,lieb,matveev,rmoore,peterp,plastock,horacio,sundars,muratov
Assistant Professors shahriar,boubendi,cchang,peterg,jiang,yyoung
Senior University Lecturers Jain,Rappapor,Ratnaswa
Lecturers abdel, hunter, klimekd,mohebbi, jjp3,nn28,zaleski
Post Doctoral Fellows rbarros,abg3,mo42
Research Professors Booth,Thomas Erneux,elmer, Georgiev,Roberto Mauri,dalc,Jean Vanden-Broeck,depapa,raymond
Visiting Assistant Professors dbunker[s5],kj22,rsverdlo[s6]

Faculty
Foundation Chair Gregory A. Kriegsmann
Distinguished Professors Gregory A. Kriegsmann, Robert M. Miura*
Professors Daljit S. Ahluwalia, Roman I. Andrushkiw, John K. Bechtold, Manish Bhattacharjee, Denis L. Blackmore, Amitabha K. Bose, Michael R. Booty, Wooyoung Choi, Fadi Deek** , Lou Kondic, H M. Lacker* , Dorothy Levy, Jonathan H. Luke, Petronije Milojevic, Manuel Perez, Zoi-heleni Michalopoulou**** , Michael S. Siegel, Farzan Nadim***
Associate Professors Bruce G. Bukiet, Hamilton A. Chase, Linda J. Cummings, Sunil K. Dhar, Rose Dios, Roy H. Goodman, Jorge P. Golowasch*** , David J. Horntrop, Jay M. Kappraff, Martin Katzen, Murray I. Lieb, Victor V. Matveev, Richard O. Moore, Peter G. Petropoulos, Roy A. Plastock, Horacio G. Rotstein, Sundarraman Subramanian, Cyrill B. Muratov
Assistant Professors Shahriar Afkhami zakerzadeh, Yassine Boubendir, Chung Chang, Peter Gordon, Shidong Jiang, Yuan-nan Young
Senior University Lecturers Aridaman K. Jain, Karen D. Rappaport, Jeyakumaran Ratnaswamy
Lecturers Soha R. Abdeljaber, John Hunter, Diana P. Klimek, Soroosh Mohebbi Forushani, Jonathan J. Porus, Nemanja Nikitovic, Joseph Zaleski
Post Doctoral Fellows Ricardo A. Lopes barros, Arnaud B. Goullet, Myongkeun Oh
Research Professors Booth, Thomas Erneux, Christopher E. Elmer, Georgiev, Roberto Mauri, dalc, Jean Vanden-Broeck, Demetrius Papageorgiou, Christopher S. Raymond
Visiting Assistant Professors Daniel E. Bunker***** , Kenneth A. Johnson, Ronald Sverdlove******
*  Joint appointment with Department of Biomedical Engineering
**  Joint appointment with the Department of Information Systems
***  Joint appointment with the Federated Department of Biological Sciences
****  Joint appointment with the Department of Electrical and Computer Engineering
*****  With Biological Sciences
******  With School of Management
 
The Bachelor of Science in Computational Sciences program is administered by the NJIT Department of Mathematical Sciences, Cullimore Hall, Room 606.

The Bachelor of Science in Computational Sciences gives students well developed programming skills, understanding of the mathematics needed to design and analyze numerical algorithms, knowledge of and experience using high-performance numerical methods and computing hardware, familiarity with important areas of application, and the ability to classify and analyze frequently encountered mathematical models. Students are thus prepared to make contributions in a wide variety of environments through the numerical solution of difficult problems.

In the first two years of the program, students follow a course of study typical of students in science and engineering. This background is essential to establishing the ability to work with people from a wide variety of technical disciplines. The third year builds an understanding of the modules and problems commonly appearing in applications and develops the numerical techniques needed to solve them. In the fourth year, students continue to develop their repertoire of computing skills and must use these skills to complete a substantial project in computational science.

Options in Computational Biology, Computational Chemistry, Computational Mathematics, and Computational Physics allow students to pursue computational sciences in the context of different fields.

4
B. S. in Computational Sciences 127 credits 8
 
B. S. in Computational Sciences (127 credits)
FIRST YEAR

1st Semester: (16.5 credits)

math111,cs115,cs115a,phys111,phys111a,hum101,frshsem,{Phys Ed;Physical Education;0-1-1}
  Math 111Calculus I (4-1-4)
  CS 115Intro. to CS I in C++ (3-0-3)
  CS 115AComputer Science I Lab/C++ (0-1.5-0)
  Phys 111Physics I (3-0-3)
  Phys 111APhysics I Laboratory (0-2-1)
  HUM 101English Composition: Writing, Speaking, Thinking I (3-0-3)
  Frsh SemFreshman Seminar (1-0-0)
  Phys Ed (Physical Education) (0-1-1) 
2nd Semester: (16.5 credits) math112,cs116,cs116a,phys121,phys121a,eps202,{Phys Ed;Physical Education;0-1-1}
  Math 112Calculus II (4-1-4)
  CS 116Intro. to Computer Science II/C++ (3-0-3)
  CS 116AComputer Science II Lab/C++ (0-1.5-0)
  Phys 121Physics II (3-0-3)
  Phys 121APhysics II Laboratory (0-2-1)
  EPS 202Society, Technology, and the Environment (3-0-3)
  Phys Ed (Physical Education) (0-1-1) 
SECOND YEAR

1st Semester: (17 credits)

math213,math337,{Elective;Cultural History:GUR;3-0-3},chem125,r120:101
  Math 213Calculus III B (4-0-4)
  Math 337Linear Algebra (3-0-3)
  Elective (Cultural History:GUR) (3-0-3) 
  Chem 125General Chemistry I (3-0-3)
  R120:101General Biology I (3-3-4)
2nd Semester: (17 credits) math222,math340,math333,r120:102,{Elective;Social Science:GUR;3-0-3}
  Math 222Differential Equations (4-0-4)
  Math 340Applied Numerical Methods (3-1-3)
  Math 333Probability and Statistics (3-0-3)
  R120:102General Biology II (3-3-4)
  Elective (Social Science:GUR) (3-0-3) 
THIRD YEAR

1st Semester: (16 credits)

math391,math331,{Elective;Approved Elective;3-0-3},r120:301,r120:302,{Elective;Cultural History:GUR;3-0-3}
  Math 391Numerical Linear Algebra (3-0-3)
  Math 331Introduction to Partial Differential Equations (3-0-3)
  Elective (Approved Elective) (3-0-3) 
  R120:301Foundations of Biology: Cell and Molecular Biology (3-0-3)
  R120:302Foundations of Biology-Lab (0-3-1)
  Elective (Cultural History:GUR) (3-0-3) 
2nd Semester: (15 credits) math440,math373,bnfo240,{Elective;Lit/Hist/Phil/STS:GUR;3-0-3},{Elective;Mangement:GUR;3-0-3}
  Math 440Advanced Applied Numerical Methods (3-0-3)
  Math 373Introduction to Mathematical Biology (3-0-3)
  BNFO 240Principles of Bioinformatics II (3-0-3)
  Elective (Lit/Hist/Phil/STS:GUR) (3-0-3) 
  Elective (Mangement:GUR) (3-0-3) 
FOURTH YEAR

1st Semester: (15 credits)

math470,math453,math430,{Elective;Humanities and Social Science Upper Level Elective:GUR;3-0-3},{Elective;Approved Elective;3-0-3}
  MATH470 
  Math 453High-Performance Numerical Computing (3-0-3)
  Math 430Analytical and Computational Neuroscience (3-1-3)
  Elective (Humanities and Social Science Upper Level Elective:GUR) (3-0-3) 
  Elective (Approved Elective) (3-0-3) 
2nd Semester: (15 credits) math471,{Elective;Approved Elective;3-0-3},{Elective;Approved Elective;3-0-3},{Elective;Capstone Seminar:GUR;3-0-3},{Elective;Free Elective;3-0-3}
  MATH471 
  Elective (Approved Elective) (3-0-3) 
  Elective (Approved Elective) (3-0-3) 
  Elective (Capstone Seminar:GUR) (3-0-3) 
  Elective (Free Elective) (3-0-3) 
B.S. in Computational Sciences (Computational Chemistry Option) 126 credits 8
 
B.S. in Computational Sciences (Computational Chemistry Option) (126 credits)
FIRST YEAR

1st Semester: (16.5 credits)

math111,cs115,cs115a,phys111,phys111a,hum101,frshsem,{Phys Ed;Physical Education;0-1-1}
  Math 111Calculus I (4-1-4)
  CS 115Intro. to CS I in C++ (3-0-3)
  CS 115AComputer Science I Lab/C++ (0-1.5-0)
  Phys 111Physics I (3-0-3)
  Phys 111APhysics I Laboratory (0-2-1)
  HUM 101English Composition: Writing, Speaking, Thinking I (3-0-3)
  Frsh SemFreshman Seminar (1-0-0)
  Phys Ed (Physical Education) (0-1-1) 
2nd Semester: (15.5 credits) math112,cs116,cs116a,chem125,eps202,{Phys Ed;Physical Education;0-1-1}
  Math 112Calculus II (4-1-4)
  CS 116Intro. to Computer Science II/C++ (3-0-3)
  CS 116AComputer Science II Lab/C++ (0-1.5-0)
  Chem 125General Chemistry I (3-0-3)
  EPS 202Society, Technology, and the Environment (3-0-3)
  Phys Ed (Physical Education) (0-1-1) 
SECOND YEAR

1st Semester: (18 credits)

math213,math337,{Elective;Cultural History:GUR;3-0-3},chem126,chem124,r120:101
  Math 213Calculus III B (4-0-4)
  Math 337Linear Algebra (3-0-3)
  Elective (Cultural History:GUR) (3-0-3) 
  Chem 126General Chemistry II (3-0-3)
  Chem 124General Chemistry Laboratory (0-2-1)
  R120:101General Biology I (3-3-4)
2nd Semester: (16 credits) math222,math340,math333,chem243,{Elective;Social Science:GUR;3-0-3}
  Math 222Differential Equations (4-0-4)
  Math 340Applied Numerical Methods (3-1-3)
  Math 333Probability and Statistics (3-0-3)
  Chem 243Organic Chemistry I (3-0-3)
  Elective (Social Science:GUR) (3-0-3) 
THIRD YEAR

1st Semester: (15 credits)

math391,math331,{Elective;Cultural History:GUR;3-0-3},chem244,{Elective;Lit/Hist/Phil/STS:GUR;3-0-3}
  Math 391Numerical Linear Algebra (3-0-3)
  Math 331Introduction to Partial Differential Equations (3-0-3)
  Elective (Cultural History:GUR) (3-0-3) 
  Chem 244Organic Chemistry II (3-0-3)
  Elective (Lit/Hist/Phil/STS:GUR) (3-0-3) 
2nd Semester: (15 credits) math440,chem473,chem336,{Elective;Humanities and Social Science Upper Level Elective:GUR;3-0-3},{Elective;Management:GUR;3-0-3}
  Math 440Advanced Applied Numerical Methods (3-0-3)
  Chem 473Biochemistry (3-0-3)
  Chem 336Physical Chemistry III (3-0-3)
  Elective (Humanities and Social Science Upper Level Elective:GUR) (3-0-3) 
  Elective (Management:GUR) (3-0-3) 
FOURTH YEAR

1st Semester (15 credits)

math470,math453,chem490,{Elective;Capstone Seminar:GUR;3-0-3},{Elective; Approved Elective;3-0-3
  MATH470 
  Math 453High-Performance Numerical Computing (3-0-3)
  Chem 490Special Topics in Chemistry (3-0-3)
  Elective (Capstone Seminar:GUR) (3-0-3) 
  Elective (Approved Elective) (3-0-3) 
2nd Semester: (15 credits) math471,{Elective;Approved Elective;3-0-3},{Elective;Approved Elective;3-0-3},{Elective;Free Elective;3-0-3},{Elective;Free Elective;3-0-3}
  MATH471 
  Elective (Approved Elective) (3-0-3) 
  Elective (Approved Elective) (3-0-3) 
  Elective (Free Elective) (3-0-3) 
  Elective (Free Elective) (3-0-3) 
B.S. in Computational Sciences (Computational Mathematics Option) 126 credits 8
 
B.S. in Computational Sciences (Computational Mathematics Option) (126 credits)
FIRST YEAR

1st Semester (16.5 credits)

math111,cs115,cs115a,phys111,phys111a,hum101,frshsem,{Phys Ed;Physical Education;0-1-1}
  Math 111Calculus I (4-1-4)
  CS 115Intro. to CS I in C++ (3-0-3)
  CS 115AComputer Science I Lab/C++ (0-1.5-0)
  Phys 111Physics I (3-0-3)
  Phys 111APhysics I Laboratory (0-2-1)
  HUM 101English Composition: Writing, Speaking, Thinking I (3-0-3)
  Frsh SemFreshman Seminar (1-0-0)
  Phys Ed (Physical Education) (0-1-1) 
2nd Semester: (16.5 credits) math112,cs116,cs116a,phys121,phys121a,eps202,{Phys Ed;Physical Education:GUR;0-1-1}
  Math 112Calculus II (4-1-4)
  CS 116Intro. to Computer Science II/C++ (3-0-3)
  CS 116AComputer Science II Lab/C++ (0-1.5-0)
  Phys 121Physics II (3-0-3)
  Phys 121APhysics II Laboratory (0-2-1)
  EPS 202Society, Technology, and the Environment (3-0-3)
  Phys Ed (Physical Education:GUR) (0-1-1) 
SECOND YEAR

1st Semester: (17 credits)

math213,math226,math337,{Elective;Cultural History:GUR;3-0-3,{Elective;Social Science:GUR;3-0-3}
  Math 213Calculus III B (4-0-4)
  Math 226Discrete Analysis (4-0-4)
  Math 337Linear Algebra (3-0-3)
  Elective (Cultural History:GUR) (3-0-3) 
  Elective (Social Science:GUR) (3-0-3) 
2nd Semester: (16 credits) math222,math340,math333,chem125,{Elective;Cultural History:GUR;3-0-3}
  Math 222Differential Equations (4-0-4)
  Math 340Applied Numerical Methods (3-1-3)
  Math 333Probability and Statistics (3-0-3)
  Chem 125General Chemistry I (3-0-3)
  Elective (Cultural History:GUR) (3-0-3) 
THIRD YEAR

1st Semester: (15 credits)

math391,math331,math334,{Elective;Humanities and Social Science Upper Level Elective:GUR;3-0-3},{Elective;Approved Elective;3-0-3}
  Math 391Numerical Linear Algebra (3-0-3)
  Math 331Introduction to Partial Differential Equations (3-0-3)
  Math 334Operations Research (3-0-3)
  Elective (Humanities and Social Science Upper Level Elective:GUR) (3-0-3) 
  Elective (Approved Elective) (3-0-3) 
2nd Semester: (15 credits) math440,math321,{Elective;Lit/Hist/Phil/STS:GUR;3-0-3},{Elective;Management:GUR;3-0-3},{Elective;Approved Elective;3-0-3}
  Math 440Advanced Applied Numerical Methods (3-0-3)
  Math 321Introduction to the Finite Element Method (3-0-3)
  Elective (Lit/Hist/Phil/STS:GUR) (3-0-3) 
  Elective (Management:GUR) (3-0-3) 
  Elective (Approved Elective) (3-0-3) 
FOURTH YEAR

1st Semester: (15 credits)

math470,math453,{Elective;Capstone Seminar:GUR;3-0-3},{Elective;Approved Elective;3-0-3),{Elective;Free Elective;3-0-3}
  MATH470 
  Math 453High-Performance Numerical Computing (3-0-3)
  Elective (Capstone Seminar:GUR) (3-0-3) 
  Elective (Approved Elective) (3-0-3)) 
  Elective (Free Elective) (3-0-3) 
2nd Semester: (15 credits) math471,math488,{Elective;Approved Elective;3-0-3},{Elective;Approved Elective;3-0-3},{Elective;Free Elective;3-0-3}
  MATH471 
  MATH488 
  Elective (Approved Elective) (3-0-3) 
  Elective (Approved Elective) (3-0-3) 
  Elective (Free Elective) (3-0-3) 
B.S. in Computational Sciences (Computational Physics Option) 127 credits 9
 
B.S. in Computational Sciences (Computational Physics Option) (127 credits)
FIRST YEAR

1st Semester (16.5 credits)

math111,cs115,cs115a,phys111,phys111a,hum101,frshsem,{Phys Ed;Physical Education;0-1-1}
  Math 111Calculus I (4-1-4)
  CS 115Intro. to CS I in C++ (3-0-3)
  CS 115AComputer Science I Lab/C++ (0-1.5-0)
  Phys 111Physics I (3-0-3)
  Phys 111APhysics I Laboratory (0-2-1)
  HUM 101English Composition: Writing, Speaking, Thinking I (3-0-3)
  Frsh SemFreshman Seminar (1-0-0)
  Phys Ed (Physical Education) (0-1-1) 
2nd Semester: (16.5 credits) math112,cs116,cs116a,phys121,phys121a,phys114,{Phys Ed;Physical Education;0-1-1}
  Math 112Calculus II (4-1-4)
  CS 116Intro. to Computer Science II/C++ (3-0-3)
  CS 116AComputer Science II Lab/C++ (0-1.5-0)
  Phys 121Physics II (3-0-3)
  Phys 121APhysics II Laboratory (0-2-1)
  Phys 114Introduction to Data Reduction with Applications (3-0-3)
  Phys Ed (Physical Education) (0-1-1) 
SECOND YEAR

1st Semester: (17 credits)

math213,eps202,{Elective;Cultural History:GUR;3-0-3},{chem125|r120:101},phys234,phys231a
  Math 213Calculus III B (4-0-4)
  EPS 202Society, Technology, and the Environment (3-0-3)
  Elective (Cultural History:GUR) (3-0-3) 
 Chem 125General Chemistry I (3-0-3) or
 R120:101General Biology I (3-3-4)
  Phys 234Physics III (3-0-3)
  Phys 231APhysics III Laboratory (0-2-1)
2nd Semester: (17 credits) math222,math340,math225,math337,{Elective;Social Science:GUR;3-0-3},phys335
  Math 222Differential Equations (4-0-4)
  Math 340Applied Numerical Methods (3-1-3)
  Math 225Survey of Probability and Statistics (1-0-1)
  Math 337Linear Algebra (3-0-3)
  Elective (Social Science:GUR) (3-0-3) 
  Phys 335Introductory Thermodynamics (3-0-3)
THIRD YEAR

1st Semester: (15 credits)

math391,phys431,phys430,math331,{Elective;Cultural History:GUR;3-0-3}
  Math 391Numerical Linear Algebra (3-0-3)
  Phys 431Classical Mechanics II (3-0-3)
  Phys 430Classical Mechanics I (3-0-3)
  Math 331Introduction to Partial Differential Equations (3-0-3)
  Elective (Cultural History:GUR) (3-0-3) 
2nd Semester: (15 credits) math440,phys485,{Elective;Approved Physics Elective;3-0-3},{Elective;Lit/Hist/Phil/STS:GUR;3-0-3},{Elective;Humanities and Social Science Upper Level Elective:GUR;3-0-3}
  Math 440Advanced Applied Numerical Methods (3-0-3)
  Phys 485Computer Modeling of Applied Physics Problems (3-0-3)
  Elective (Approved Physics Elective) (3-0-3) 
  Elective (Lit/Hist/Phil/STS:GUR) (3-0-3) 
  Elective (Humanities and Social Science Upper Level Elective:GUR) (3-0-3) 
FOURTH YEAR

1st Semester: (15 credits)

math470,math453,phys442,{Elective;Management:GUR;3-0-3},{Elective;Free Elective;3-0-3}
  MATH470 
  Math 453High-Performance Numerical Computing (3-0-3)
  Phys 442Introduction to Quantum Mechanics (3-0-3)
  Elective (Management:GUR) (3-0-3) 
  Elective (Free Elective) (3-0-3) 
2nd Semester: (15 credits) math471,phys450,{Elective;Approved Computational Elective;3-0-3},{Elective;Capstone Seminar:GUR;3-0-3},phys486
  MATH471 
  Phys 450Advanced Physics Laboratory (1-4-3)
  Elective (Approved Computational Elective) (3-0-3) 
  Elective (Capstone Seminar:GUR) (3-0-3) 
  PHYS486 
General University Requirements:

All students are required to satisfy the General University Requirements (GUR). All GUR courses and additional mathematics, technical, and free electives are to be selected in consultation with a faculty advisor. Refer to the General University Requirements section of this catalog for further information on electives.

Engineering Technology GUR (6 credits): Two courses selected from among the following: any lower division or upper division courses in engineering (including EG, FED, and Mech courses); any upper division courses in architecture, computer science, or engineering technology, or MIS 345.

Management GUR: Students take IE 492 or Mgmt 390.

Physical Education GUR: Students who register as full-time undergraduates for two or more consecutive semesters must take two PE courses, one of which must be a 100-level fitness core course. Students are urged to complete the requirement as soon as possible.

Basic Social Sciences GUR: Three credits of the basic social sciences requirement must be taken in economics; acceptable courses are SS 201, Econ 265, or Econ 266. The remaining 3 credits may be satisfied by HSS 202, STS 257, or STS 258. Students also may take approved introductory courses in basic social sciences at Rutgers-Newark to fulfill this requirement.

Cultural History GUR: Take two courses (6 credits) from among HSS 211, HSS 212, HSS 213, and 200-level history courses at Rutgers-Newark.

Lit/Hist/Phil/STS GUR: Students must take one 300-level course from any of the following fields: Literature; History; Philosophy; or Science, Technology and Society (STS); or an approved 300-level course at Rutgers-Newark.

Open Elective in Humanities and Social Science GUR: Students must take one 300-level course from any of the following fields: English (Eng); History (Hist); Literature (Lit); Philosophy (Phil); Science, Technology and Society (STS); Social Science (SS); or Theater (Thtr). Students also may satisfy this requirement with Architectural History IV (Arch 382) or by taking an approved 300-level course at Rutgers-Newark.

Capstone Seminar in Humanities and Social Science GUR: All students, except those enrolled in the honors college, take one of the following: HSS 403, HSS 404, HSS 405, HSS 406, HSS 407, HSS 408, HSS 409. Students enrolled in the honors college take one from HSS 491H-499H.

Approved Electives:

Students in the Computational Biology option are required to take four three-credit electives selected with the help and approval of their academic advisors. These courses must be in areas related to computational sciences including but not necessarily limited to the natural sciences, computer science and mathematics. Students are encouraged to use these courses to develop in areas of expertise within their option.

Students in the Computational Chemistry Option are required to take three three-credit electives selected with the help and approval of their academic advisors. These courses must be in areas related to computational sciences including but necessarily limited to the natural sciences, computer science and mathematics. Students are encouraged to use these courses to develop an area of expertise within their option.

Students in the Computational Mathematics Option are required to take five three-credit electives selected with the help and approval of their academic advisors. These courses must be in areas related to computational sciences including but not necessarily limited to the natural sciences, computer science and mathematics. Students are encouraged to use these courses to develop an area of expertise within their option.

Students in the Computational Physics Option are required to take one three-credit physics elective and on computational science elective selected with the help and approval of their academic advisors. Students are encouraged to use these courses to explore an area outside of their direct computational physics program.

 


Catalog and curricula information approved by the relevant academic department.