Data-Driven Numerical Fluid Simulation PhD Candidate

SOFI MAHMUD PARVEZ

Lecturer of Mathematics Applied Mathematics & Mathematical Biology

Southeast University, Dhaka, Bangladesh

House 84, Road 5, Block C, Mohanagar Project, West Rampura, Dhaka, Bangladesh

+880 176******* ****.******@***.***.** Google Scholar ResearchGate ACADEMIC PROFILE

Lecturer of Mathematics with an M.S. in Applied Mathematics and a research profile spanning mathematical modeling, epidemiology, population dynamics, environmental statistics, and time-series forecasting. Experienced in undergraduate mathematics teaching for engineering and computer science programs, together with research involving epidemiological, demographic, climate, flood, soil-moisture, and air-pollution datasets. Current research interests also include data science and machine learning for predictive modeling in applied mathematics. Author/co-author of peer-reviewed journal articles, accepted manuscripts, and conference proceedings.

RESEARCH INTERESTS

• Mathematical Biology — environment, ecology, and epidemiology

• Population Dynamics and Demography

• Operations Research and Mathematical Economics

• Time-Series Forecasting and Environmental Statistics

• Data Science and Machine Learning — predictive modeling and statistical learning for epidemiological, demographic, and environmental data

EDUCATION

M.S. in Applied Mathematics 2020

Noakhali Science and Technology University (NSTU), Bangladesh CGPA: 3.95 / 4.00

Thesis: “Mathematical Modeling on the Transmission of COVID-19 and Its Reproduction Numbers in SAARC Countries” B.S. in Applied Mathematics 2019

Noakhali Science and Technology University (NSTU), Bangladesh CGPA: 3.81 / 4.00

Higher Secondary Certificate (H.S.C.), Science 2015 Nawab Fayzunnesa Govt. College

GPA: 5.00 / 5.00

Secondary School Certificate (S.S.C.), Science 2013 Laksam Pilot High School

GPA: 4.88 / 5.00

ACADEMIC & PROFESSIONAL EXPERIENCE

Lecturer of Mathematics Nov 2022 – Present

Department of Electrical and Electronic Engineering, Southeast University, Dhaka, Bangladesh Adjunct Faculty of Mathematics Jun 2022 – Nov 2022 Department of Computer Science and Engineering, Central University of Science and Technology, Dhaka, Bangladesh RESEARCH EXPERIENCE

Research Assistant — COVID-19 Diagnostic Lab

Department of Microbiology, Noakhali Science and Technology University, Bangladesh

• Conducted data analysis, trend analysis, and forecasting on diagnostic and epidemiological data. Research Assistant — Research Cell

Noakhali Science and Technology University, Bangladesh

• Project: “Analysis of Annual Flood Frequency Using the Gumbel Distribution Method: A Case Study of Meghna River in Bangladesh.”

RESEARCH THEMES & METHODOLOGICAL EXPERIENCE

• Epidemiological modeling and reproduction-number analysis for COVID-19 and SAARC countries.

• SIR-based epidemic-size estimation and mathematical modeling.

• ARIMA, SARIMA, and Simple Exponential Smoothing (SES) for forecasting.

• Population-growth modeling using exponential, hyperbolic, logistic, linear-regression, ARIMA, and exponential- smoothing approaches.

• Environmental and climate data analysis, including CO, SO, NO, CO, temperature, and soil moisture.

• Flood-frequency analysis using probability-distribution approaches and river-discharge forecasting.

• Statistical trend analysis, data visualization, and predictive modeling. PUBLICATIONS

Peer-Reviewed Journal Articles

1. Das, P., & Parvez, S. M. (2026). RFID IoT Based Smart Conference Room Security with Visitor Counting Based Load Control System. World Academics Journal of Engineering Sciences, 13(2), 52–57. 2. Uddin, M. N., Taharima, M., Mahmud, C. K., Parvez, S. M., & Karim, A. N. M. R. (2025). Mathematical Modelling and Projecting CO by ARIMA and Simple Exponential Smoothing (SES) Model for Bangladesh, Bhutan, Nepal, and Pakistan. Journal of Applied and Natural Science, 17(2), 821–829. https://doi.org/10.31018/jans.v17i2.6351 3. Ruman, M. S. A., Azim, N. H. M. A., Parvez, S. M., & Miah, T. (2025). Soil Moisture Retrieval from Soil Moisture Active Passive (SMAP) Satellite: A Validation and Error Analysis Using Ground-Based Observation Over Bangladesh. European Journal of Applied Sciences, 13(2), 493–504. https://doi.org/10.14738/ejas.132.18669 4. Azim, N. H. M. A., Parvez, S. M., Taharima, M., & Ruman, M. S. A. (2024). SARIMA Model-Based Maximum Temperature Forecasting in Bangladesh: A Data-Driven Evaluation from 1981 to 2024. American Journal of Biological and Environmental Statistics, 10(4), 96–104.

5. Parvez, S. M. (2023). Analysis of the Pattern of Rice Production and Forecasting in Bangladesh by Simple Exponential Smoothing Model. The SEU Journal of Electrical and Electronic Engineering, 3(2), 33–38. 6. Parvez, S. M., & Azim, N. H. M. A. (2023). Analyzing Bangladesh’s Present Patterns in Population Growth and Prediction by ARIMA and Exponential Smoothing Model. International Journal of Scientific Research in Mathematical and Statistical Sciences, 10(3).

7. Parvez, S. M., Uddin, M. N., & Karim, A. N. M. R. (2023). Projection of Carbon Dioxide Discharge by Applying ARIMA Model in Bangladesh. Journal of Computer Science & Computational Mathematics, 13(4), 118–121. 8. Suravi, R. N., Jahan, S., Bhuiyan, M. N. U., & Parvez, S. M. (2023). A Study on Comparative Analysis to Predict the Future Population Growth in India, Bangladesh, and Pakistan Using Mathematical Models: Exponential, Hyperbolic, Logistic Growth, and Linear Regression Model. International Journal of Mathematics and Computer Applications Research, 13(1), 1–16.

9. Uddin, M. N., Parvez, S. M., Ali, H. M. S., Samsuddin, M., & Karim, A. N. M. R. (2022). Mathematical Modeling on the Transmission of COVID-19 and Its Reproduction Numbers in SAARC Countries. Journal of Applied and Natural Science, 14(2), 469–476. https://doi.org/10.31018/jans.v14i2.3398 10. Uddin, M. N., Karim, A. N. M. R., Parvez, S. M., Mahmud, R., Ali, H. M. S., & Faruque, M. R. I. (2020). Estimation of the SARS-CoV-2 Specific Reproduction Number in SAARC Countries: A 60-Day Data-Driven Analysis. Journal of Applied and Natural Science, 12(4), 628–634. https://doi.org/10.31018/jans.v12i4.2397 11. Mahmud, R., & Parvez, S. M. (2020). Estimating the Epidemic Size of COVID-19 in SAARC Countries Using the Classical SIR Model. International Journal of Scientific Research in Mathematical and Statistical Sciences, 7(4), 20–24. 12. Karim, A. N. M. R., Uddin, M. N., Rana, M., Khandaker, M. U., Faruque, M. R. I., & Parvez, S. M. (2020). Modeling on Population Growth and Its Adaptation: A Comparative Analysis between Bangladesh and India. Journal of Applied and Natural Science, 12(4), 688–701. https://doi.org/10.31018/jans.v12i4.2396 Accepted for Publication

13. Long-Term Spatiotemporal Trends and Seasonal Dynamics of SO, NO, and CO Concentrations in Two Contrasting Urban-Industrial Districts of the Dhaka Metropolitan Area, Bangladesh: A 13-Year Continuous Monitoring Analysis

(2012–2025). WSEAS Transactions on Environment and Development. Accepted. (S. M. Parvez, 1st author of 5; Q3). 14. Multi-Station Flood Frequency Analysis and Ten-Year Discharge Outlook for the Surma–Meghna River System, Northeastern Bangladesh. WSEAS Transactions on Fluid Mechanics. Accepted. (S. M. Parvez, 2nd author of 4; Q4). 15. Modeling and Predicting Daily PM2.5 Air Pollution Concentrations Across Bangladesh Using Time Series Techniques: A Comparative Study of Simple Exponential Smoothing, ARIMA, and Neural Network Approaches. Journal of Multidisciplinary Applied Natural Science. Accepted. (S. M. Parvez, 1st author of 3; Q2). Under Review

16. Modeling Interest-Free Credit Allocation for Sustainable Community Development. International Journal of Islamic Finance and Sustainable Development. Under review. Conference Proceedings

17. Hossain, M. A., Islam, M. R., & Parvez, S. M. (2025). Modeling and Forecasting Carbon Dioxide Emissions in Bangladesh Using ARIMA: A Time-Series Analysis with Policy Implications. 2025 1st International Conference on Emerging Innovation and Digital Technology (ICEIDT), Malé, Maldives, pp. 63–67 https://doi.org/10.1109/ICEIDT66693.2025.11473585

18. Parvez, S. M., Uddin, J., & Taharima, M. (2024). Flood Risk Assessment and Sustainable Water Management Strategies: Analyzing Meghna River Flood Frequency with the Log Pearson Type III Distribution. IEB Mujibur Rahman – Bangladesh Mathematical Society 3rd National Mathematics Conference 2024, Bangladesh University of Engineering and Technology, Dhaka, Bangladesh (6–7 Feb).

19. Uddin, M. N., Munna, N. H., Richy, S. S., & Parvez, S. M. (2025). Machine Learning Projections of Evolving Seasonal Climate Dynamics in Dhaka, Bangladesh. 24th International Mathematics Conference (24IMC 2025), Dhaka, Bangladesh, December 18–19, 2025. (Accepted).

20. Parvez, S. M., & Azim, N. H. M. A. (2025). Comparing Linear and ODE-Based Approaches for Monthly Climate Data Analysis. 24th International Mathematics Conference (24IMC 2025), Dhaka, Bangladesh, December 18–19, 2025.

(Accepted).

21. A Coupled Index Machine Learning Optimization Framework for River Water Quality Assessment and Control: The Halda River, Bangladesh. IEEE CSDE 2026 (Paper ID: ieee-csde_4880). (Accepted). AWARDS & SCHOLARSHIPS

• NST Fellowship, 2019–2020 — awarded for M.S. thesis research.

• University Merit Scholarship — awarded for good performance in B.S. result.

• Board Scholarship — awarded for performance in HSC result. TECHNICAL SKILLS

• Microsoft Office: Competent with Microsoft Office programmes.

• MATLAB & Mathematica: Familiar with MATLAB for numerical analysis.

• Python Programming: Intermediate level.

• SPSS, SigmaXL & Excel: Experienced in statistical analysis, trend analysis, and data visualization. ACADEMIC SERVICE & EXTRACURRICULAR ACTIVITIES

• Workshop Coordinator, Math Club, NSTU (2019).

• Organizing Committee, 15th Dhaka South Regional Undergraduate Mathematics Olympiad (2024).

• Organizing Committee, IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON 2024), jointly organized by IEEE Bangladesh Section and IEEE EMBS Bangladesh Chapter.

• Committee Member, Admission Test Committee (Fall 2024–Present).

• Committee Member, Web Page Development Committee (December 2024–Present). REFERENCES

Dr. Nur Hosain Md. Ariful Azim

Professor,

Department of Electrical and Electronic Engineering Southeast University, Bangladesh

*******@***.***.**

+880 155*******

Mohammed Nizam Uddin

Associate Professor

Department of Applied Mathematics

Noakhali Science and Technology University (NSTU), Bangladesh **********.****@****.***.**

+880 155*******

Contact this candidate