Industrial Mathematics

Fokus Utama
  1. Pemodelan Matematika untuk Industri – Mengembangkan model untuk aplikasi logistik, produksi, dan rekayasa.
  2. Analisis Data dan Pemodelan Prediktif – Menerapkan statistik dan pembelajaran mesin untuk pengambilan keputusan.
  3. Optimasi dalam Sistem Industri – Meningkatkan efisiensi dalam rantai pasok, manufaktur, dan sektor energi.
  4. Analisis Risiko dan Pengendalian Kualitas – Menerapkan metode statistik untuk penilaian risiko industri.
 
Peluang Karier
Prospek Karier Industri
Analis Data Industri Manufaktur, Logistik, Energi, Ritel
Analis Riset Operasi Rantai Pasok, Transportasi, Keuangan, Kesehatan
Analis Risiko & Pengendalian Kualitas Otomotif, Farmasi, Barang Konsumen
Peneliti Komputasi Teknik, Energi, Teknologi Cerdas, Riset AI
Pemodel Keuangan Perbankan, Asuransi, Investasi, Keuangan Korporat
 
Aplikasi Dunia Nyata
  • Optimasi Rantai Pasok – Manajemen logistik dan inventaris yang efisien.
  • Pemeliharaan Prediktif dalam Manufaktur – Mengurangi waktu henti peralatan menggunakan pembelajaran mesin.
  • Produksi & Distribusi Energi – Mengoptimalkan pembangkitan listrik dan integrasi energi terbarukan.
  • Pemodelan Risiko Keuangan – Menilai dan mengurangi risiko dalam keuangan dan asuransi.

 

Kurikulum

Dalam Kurikulum 2021, beberapa mata kuliah disertai dengan praktik laboratorium. Kelas internasional dibagi menjadi 2 (dua) kelompok mata kuliah:

  1. Mata kuliah wajib (125 SKS)
  2. Mata kuliah pilihan sesuai fokus program (minimal 24 SKS)

 

Daftar Mata Kuliah Wajib

SEMESTER I (mata kuliah wajib)

No. Code Course Credits Prerequisite Organizer / Group in Charge
1 MMM-1101 Calculus I 3 – Department of Mathematics
2 MFF-1011 Physics I 3 – Department of Physics
3 MKK-1101 Fundamental Chemistry I 3 – Department of Chemistry
4 MII21-1201 Programming 3 – Department of Computer Science and Electronics
5 MII21-1202 Lab Work in Programming 1 – Department of Computer Science and Electronics
6 MMM-1209 Introduction to Mathematical Logic and Set 3 – Lab. of Algebra
7 MMM-1401 Statistics 3(1) – Lab. of Statistics
Total Credits 19    

SEMESTER II (mata kuliah wajib)

No. Code Course Credits Prerequisite Organizer / Group in charge
1 MMM-1102 Calculus II 3 MMM-1101* Lab. of Analysis
2 MMM-1106 Analytical Geometry 3 MMM-1101* Lab. of Analysis
3 MMM-1202 Elementary Linear Algebra 3 – Lab. of Algebra
4 MMM-1207 Discrete Mathematics 4 MMM-1209* Lab. of Algebra
5 MMM-1203 Introduction to Algebraic Structure I 3 MMM-1209* Lab. of Algebra
6 UNU222011 Pancasila 2 – University
7 UNU222013 Bahasa 2 – University
Total Credits 20    

SEMESTER III (mata kuliah wajib)

No. Code Course Credits Prerequisite Organizer / Group in charge
1 MMM-2109 Multivariable Calculus I 2 MMM-1102*, MMM-1106* Lab. of Analysis
2 MMM-2201 Introduction to Algebraic Structure II 3 MMM-1203 Lab. of Analysis
3 MMM-2301 Elementary Differential Equations 3 MMM-1102* Lab. of Applied Mathematics
4 MMS-2420 Introduction to Mathematical Statistics I 3 MMM-1102* Lab. of Statistics
5 MMM-2401 Introduction to Numerical Analysis 3(1) MMM-2301** Lab. of Mathematical Computation
6 MMM-2111 Advanced Calculus 2 MMM-1102* Lab. of Analysis
7 MMM-2312 Linear Programming 3(1) MMM-1202* Lab. of Applied Mathematics
8 UNU-222X Religion 2 – University
9 MMM-2210 Applied Linear Algebra I *** 2 MMM-1202* Lab. of Algebra
Total Credits 23    

SEMESTER IV (mata kuliah wajib)

No. Code Course Credits Prerequisite Organizer / Group in charge
1 MMM-2110 Multivariable Calculus II 2 MMM-2109* Lab. of Analysis
2 MMM-2112 Function of Complex Variables I 2 MMM-2109* Lab. of Analysis
3 MMM-2116 Introduction to Analysis I 3 MMM-2111* Lab. of Applied Mathematics
4 MMM-2202 Linear Algebra 3 MMM-1202*, MMM-2201* Lab. of Algebra
5 MMM-2402 Computational Mathematics 3(1) MMM-2310*, MMM-2401* Lab. of Mathematical Computation
6 MMM-2310 Introduction to Partial Differential Equations 3 MMM-2109*, MMM-2301* Lab. of Applied Mathematics
Total Credits 16    

SEMESTER V (mata kuliah wajib)

No. Code Course Credits Prerequisite Organizer / Group in charge
1 MMM-3106 Function of Complex Variables II 2 MMM-2112* Lab. of Analysis
2 MMM-3102 Introduction to Analysis II 3 MMM-2116* Lab. of Applied Mathematics
3 MMM-3303 Introduction to Mathematical Models 3 MMM-2310*, MMM-2420* Lab. of Applied Mathematics
4 MMM-3002 Introduction to Stochastic Processes 3 MMM-2420* Lab of Mathematical Computation
5 UNU222012 Civic 2 ≥ 60 credits University
6 MMM-3004 Career in Mathematics 1 ≥ 80 credits Lab. of Applied Mathematics
7 MMM-3208 Numerical Linear Algebra*** 3(1) MMM-2202* Lab. of Algebra and Lab of Mathematical Computation
Total Credits 17    

SEMESTER VI (mata kuliah wajib)

No. Code Course Credits Prerequisite Organizer / Group in charge
1   Research visit ≥ 5 ≥ 100 credits without grade E University partner
    OR      
2 UNU222001 Community Development Participation 4 ≥ 96 credits without grade E University
3 UNU222001 Health Literacy 2 ≥ 96 credits without grade E University
4 UNU222002 Community Communication 2 ≥ 96 credits without grade E University
5 UNU222004 Application to Knowledge Management 2 ≥ 96 credits without grade E University
6 MMM-3405 Computational Machine Learning*** 3 MMM-2402* Lab. of Mathematical Computation
7 MMM-3309 Introduction to Optimization Theory*** 3 MMM-2312*, MMM-2109* Lab. of Applied Mathematics
Total Credits ≥ 21    

SEMESTER VII (mata kuliah wajib)

No. Code Course Credits Prerequisite Organizer / Group in charge
1   Research visit ≥ 5 ≥ 100 credits without grade E University partner
2 UNU222001 Community Development Participation 4 ≥ 96 credits without grade E University
3 UNU222001 Health Literacy 2 ≥ 96 credits without grade E University
4 UNU222002 Community Communication 2 ≥ 96 credits without grade E University
5 UNU222004 Application to Knowledge Management 2 ≥ 96 credits without grade E University
Total Credits ≥ 15    

SEMESTER VII/VIII (mata kuliah wajib)

No. Code Course Credits Prerequisite Organizer / Group in charge
1   Research visit ≥ 5 ≥ 100 credits without grade E University partner
2 MMM-4091 Final Assignment I 3 ≥ 120 credits with max 25% grade D Undergraduate Program
3 MMM-4092 Final Assignment II 6 Final Assignment I Undergraduate Program
Total Credits ≥ 14    

 

Daftar Mata Kuliah Pilihan

SEMESTER IV (mata kuliah pilihan)

No. Code Courses Credits Prerequisite Organizer / Group in Charge
1 MMM-2313 Operation Research A 3(1) MMM-2312* Lab. of Applied Mathematics
2 MMM-2314 Operation Research B 3 MMM-2312* Lab. of Applied Mathematics
3 MMM-2206 Introduction to Graph Theory 3 MMM-1207* Lab. of Algebra
4 MMS-1417 Applied Regression Analysis 3(1) MMS-1411*, MMS-1413* Lab. of Statistics

SEMESTER V (mata kuliah pilihan)

No. Code Courses Credits Prerequisite Organizer / Group in Charge
1 MMM-3404 Computational Inverse Problems 3 MMM-2202 Lab. of Mathematical Computation
2 MMM-3310 Introduction to System Theory 3 MMM-2202*, MMM-2301* Lab. of Applied Mathematics
3 MMM-3105 Introduction to Theory of Measure and Lebesgue Integral 3 MMM-3102** Lab. of Analysis
4 MMM-3429 Introduction to Time Series 3(1) MMM-2420* Lab. of Statistics
5 MMS-2429 Survey Sampling Methods 3 MMS-1411*, MMS-1413* Lab. of Statistics
6 MMS-2423 Applied Multivariate Statistics 3(1) MMS-2420** Lab. of Statistics

SEMESTER VI (mata kuliah pilihan)

No. Code Courses Credits Prerequisite Organizer / Group in Charge
1 MMM-3314 Introduction to Mathematics for Machine Learning 3 MMM-2420*, MMM-2116* Lab. of Applied Mathematics
2 MMM-3103 Introduction to Theory of Differential Equations 3 MMM-3102** Lab. of Analysis
3 MMM-3403 Introduction to Boundary Element Methods 3 MMM-2110*, MMM-2310* Lab. of Mathematical Computation

 

∗ : telah diambil dan telah mengikuti ujian akhir
∗∗ : dapat diambil secara bersamaan
∗∗∗ : merupakan mata kuliah utama (wajib untuk program kelas internasional)

 

Silabus untuk Industrial Mathematics dapat diakses melalui tautan berikut external link.