Muhammad Luthfi Shahab

Muhammad Luthfi Shahab is a lecturer at the Department of Mathematics, Institut Teknologi Sepuluh Nopember, Indonesia. He has been working there officially since March 2018. Currently, he is a Ph.D. student in the Department of Mathematics at Khalifa University, Abu Dhabi, United Arab Emirates (UAE), under the supervision of Prof. Hadi Susanto. His research interests are in: 

Personal Information

Be yourself.

Date of Birth

31st of March, 1995

Nationality

Indonesia

Address

Gondanglegi, Malang, Jawa Timur, Indonesia

Email

shahab@its.ac.id

100060503@ku.ac.ae

luthfi.shahab@gmail.com

Education

Never stop learning.

Ph.D. Student in Mathematics

Khalifa University

Department of Mathematics

September 2021 - Now


Master's Degree (Master of Science)

Institut Teknologi Sepuluh Nopember

Department of Mathematics

September 2015 - February 2017 (3 semesters)

Thesis: Multiple sequence alignment menggunakan nature-inspired metaheuristic algorithms (PDF)

GPA: 3.92 / 4.0


Bachelor's Degree (Bachelor of Science)

Institut Teknologi Sepuluh Nopember

Department of Mathematics

September 2011 - August 2015 (8 semesters)

Thesis: Algoritma genetika ganda untuk capacitated vehicle routing problem (PDF)

GPA: 3.90 / 4.0


Senior High School

MAN 2 Kota Malang (ex MAN 3 Malang)

2009 - 2011 (2 years, Acceleration Program)


Junior High School

MTsN 1 Kabupaten Malang (ex MTsN 3 Malang)

2007 - 2009 (2 years, Acceleration Program)


Elementary School

SDN 1 Gondanglegi Wetan

2001 – 2007 (6 years)

Awards

Nobody said it would be easy, so don’t give up when it gets hard.

Anonim

First Winner

The Pioneers 4.0 Hackathon Series 2024

Held by:

- Ministry of Industry and Advanced Technology, United Arab Emirates

- Edge Learning and Innovation Factory, United Arab Emirates

- Industry Partner: Lipton Teas and Infusions, United Arab Emirates

Prize: 25000 AED


Best Paper

The UAE Graduate Students Research Conference (GSRC) 2023

Mathematics and Statistics section

Presented Paper: Machine learning approaches for solving eigenvalue problems


Bronze Medal

National Olympiad of Mathematics and Natural Sciences for University Students 2015

Held by Ministry of Education and Culture, Indonesia


Bronze Medal

National Olympiad of Mathematics and Natural Sciences for University Students 2014

Held by Ministry of Education and Culture, Indonesia

Publications

Do your own research. Enlighten yourself. It’s better to know than to assume.

Scottie Waves – thegoodvibe.co

15. A finite difference method with symmetry properties for the high-dimensional Bratu equation (Link) (PDF) (Arxiv) (News) (Code)

M. L. Shahab, H. Susanto, H. Hatzikirou

(2025) Applied Mathematics and Computation, 489, 129136


14. Neural networks for bifurcation and linear stability analysis of steady states in partial differential equations (Link) (PDF) (Arxiv)

M. L. Shahab, H. Susanto

(2024) Applied Mathematics and Computation, 483, 128985


13. A deep-genetic algorithm (deep-GA) approach for high-dimensional nonlinear parabolic partial differential equations (Link) (PDF) (Arxiv)

E. R. M. Putri, M. L. Shahab, M. Iqbal, I. Mukhlash, A. Hakam, L. Mardianto, H. Susanto

(2024) Computers & Mathematics with Applications, 154, 120-127


12. Klasifikasi respons terhadap vaksinasi COVID-19 berdasarkan tweets menggunakan attention-based long short term memory (PDF)

D. Zannuba, B. A. Sanjoyo, M. L. Shahab

(2023) Jurnal Sains dan Seni ITS, 11 (3), A96-A100


11. Contact tracking with social network analysis graph (PDF)

A. M. Rukmi, W. Zakky, M. L. Shahab

(2022) Proceedings of the International Conference on Mathematics, Geometry, Statistics, and Computation (IC-MaGeStiC 2021)


10. COVID-19 outbreak prediction in Indonesia based on machine learning and SIRD-based hybrid methods (PDF)

E. R. M. Putri, M. Iqbal, M. L. Shahab, H. N. Fadhilah, I. Mukhlash, D. K. Arif, E. Apriliani, H. Susanto

(2021) Nonlinear Dynamics and Systems Theory, 21 (5), 495 - 510


9. A genetic algorithm for solving large scale global optimization problems (PDF) (Code)

M. L. Shahab, F. Azizi, B. A. Sanjoyo, M. I. Irawan, N. Hidayat, A. M. Rukmi

(2021) Journal of Physics: Conference Series, 1821 (1), 012055


8. Implementation of social media mining for decision making in product planning based on topic modeling and sentiment analysis (PDF)

M. I. Irawan, R. Wijayanto, M. L. Shahab, N. Hidayat, A. M. Rukmi

(2020) Journal of Physics: Conference Series, 1490 (1), 012068


7. A genetic algorithm with best combination operator for the traveling salesman problem (PDF) (Code)

M. L. Shahab, T. J. Ambarwati, Soetrisno, M. I. Irawan

(2019) International Journal of Computing Science and Applied Mathematics, 5 (2), 61-65


6. New heuristic algorithm for traveling salesman problem (PDF) (Code)

M. L. Shahab

(2019) Journal of Physics: Conference Series, 1218 (1), 012038


5. Individual recognition system through face identification using hidden Markov model (PDF)

A. Tjahyanto, N. Hidayat, M. L. Shahab, D. Adzkiya, A. K. Nisa

(2018) International Conference on Information Technology, Engineering, Science & its Applications


4. Sequence alignment using nature-inspired metaheuristic algorithms (PDF)

M. L. Shahab, M. I. Irawan

(2017) International Journal of Computing Science and Applied Mathematics, 3 (1), 27-31


3. Multiple sequence alignment menggunakan nature-inspired metaheuristic algorithms (PDF)

M. L. Shahab, M. I. Irawan

(2017) Institut Teknologi Sepuluh Nopember


2. Decomposing and solving capacitated vehicle routing problem (CVRP) using two-step genetic algorithm (TSGA) (PDF) 

M. L. Shahab, D. B. Utomo, M. I. Irawan

(2016) Journal of Theoretical and Applied Information Technology, 87 (3), 461-468


1b. Algoritma genetika ganda untuk capacitated vehicle routing problem (PDF)

M. L. Shahab, M. I. Irawan

(2016) Jurnal Sains dan Seni ITS 4 (2)


1a. Algoritma genetika ganda untuk capacitated vehicle routing problem (PDF)

M. L. Shahab, M. I. Irawan

(2015) Institut Teknologi Sepuluh Nopember

Teaching

Allah makes the way to Jannah easy for him who treads the path in search of knowledge.

Muhammad, The Messenger of Allah

Department of Mathematics