Azarfar, A., Azar, A.و & Kalantary, S. Z. (2017). Simulation of Population Changes in Iran using Basic Agent-Based Model. Iranian Population Studies, 3(1), 7-38.
Abbasi-Shavazi, M. J., & Esmaeili, N. (2020). The evolutionary path of demography from the beginning to the emergence of agent-based modeling.
Journal of Population Association of Iran,
15(30), 7-40.
https://doi.org/10.22034/jpai.2021.521779.1173
Abbasi-Shavazi, M. J., & Esmaeili, N. (2022). Simulation of Women’s Fertility Behavior in Tehran Province Using Agent-Based Modeling Approach.
Journal of Population Association of Iran,
17(33), 77-111.
https://doi.org/10.22034/jpai.2023.559267.1241
Amani, M. (2015), Fundamentals of Demography, Samt Publications.
Bloom, N., Liang, J., Roberts, J., & Ying, Z.J. (2013),
Dose Working from Home Work? Evidence from a Chinese Experiment, Working Paper, Available at:
http://www.nber.org/papers/w18871
Burch, T. K. (2018). Model-Based Demography, Essays on Integrating Data, Technique and Theory, Springer.
Danesh, R., & Yekdast, R. (2022). Reducing the growth rate of Iran's population and its effects on the country's power and national security. Defense-Human Capital Management, 2(3), 1-27.
Esmaeili, M. M. (2025). Population Dynamics in Iran Post-Islamic Revolution an Examination of Policies, Opportunities, Challenges, and Effective Strategies.
Social Studies and Research in Iran,
14(1), 89-112.
https://doi.org/10.22059/jisr.2025.391957.1599
Esmaeili, N., & Abbasi-Shavazi, M.J. (2024). Forecasting number of births and sex ratio at birth in Iran using deep neural network and ARIMA: implications for policy evaluations.
Journal of Population Research, 41, 26.
https://doi.org/10.1007/s12546-024-09348-9
Esmaeili, N., & Abbasi-Shavazi, M. J. (2024). Impact of family policies and economic situation on low fertility in Tehran, Iran: A multi-agent-based modelling.
Demographic Research, 51, 107.
https://doi.org/10.4054/DemRes.2024.51.5
Esmaeili, N., Sasanipour, M., & Razeghi Nasrabad, H. B. (2025). Forecasting Changes in the Sexual Death Pattern in Iran Using Neural Network Modeling (2022-2031).
Journal of Social Problems of Iran,
15(2), 77-94.
https://ijsp.ut.ac.ir/article_102085.html?lang=en
Fathi, E., Javid, N. M., & Nasiripour, M. (2022).
Fertility trends in Iran from 2017 to 2021, report prepared in Population, Labor Force and Census, Statistical Center of Iran. Avaliable at:
https://www.amar.org.ir/news/ID/18601/
Folorunso, O., Akinwale, A.T., Asiribo, O.E., & Adeyemo, T.A. (2010), Population prediction using artificial neural network,
African Journal of Mathematics and Computer Science Research, 3 (8):155-162. Available online
at
http://www.academicjournals.org/AJMCSR.
Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep learning. MIT press.
Kazemi-Pour, S. (2010), Development and demographic situation in Iran, with a prospective approach, Second Impression Quarterly, 11 and 12, 1-34.
Martinez-Ramon, N., Romay, M., Iribarren, D., & Dufour, J. (2024). Life-cycle assessment of hydrogen produced through chemical looping dry reforming of biogas, International Journal of Hydrogen Energy, 78 (12); 373-381.
Moheby- Meymandi, M., Koosheshi, M. & Souri, A. (2023). Population Growth, Changing Age Structure and its Economic Consequences in Iran: Decomposition and Analysis of the Share of Age Groups.
Journal of Population Association of Iran,
17(34), 309-346.
https://doi.org/10.22034/jpai.2023.563001.1253
Mansourm, W., Ramadan, A., & Abdulrazag, M. (2025). Predicting population growth in Libya using deep learning techniques (LSTM),
World Journal of Advanced Research and Reviews, 25 (2);291-295.
https://doi.org/10.30574/wjarr.2025.25.2.0293
Mustapha, I., Sabo, U. M. & Jungudo, M. (2024).
Forecasting Nigeria's Population Growth Using Deep Learning Technique,
Open Journal of Physical Science, 5(1):45-57.
https://doi.org/10.52417/ojps.v5i1.783
Modis, T. (2002). Predictions: 10 years later. CreateSpace Independent Publishing Platform.
Mahmoudian, H., & Esmaeili, N. (2023). Predicting the labor force participation rate in Iran using neural network based Simulations.
Journal of Economic & Developmental Sociology,
12(1), 1-24.
https://doi.org/10.22034/jeds.2023.51837.1658
Nigri, A., Levantesi, S., & Aburto, J. M. (2022). Leveraging deep neural networks to estimate age-specific mortality from life expectancy at birth.
Demographic Research, 47(8), 199–232.
https://doi.org/10.4054/DemRes.2022.47.8
National Organization for Civil Registration, Population Statistics and Information Office (2010). A study of the birth and death registration trends from 2004 to 2009 with emphasis on timely registration of vital events, Population Journal; 71-72: 131-144.
National Organization for Civil Registration. (2021). Yearbook of population statistics 2006-2021. Tehran: Organization Publications Registration of Iran.
Nwozor, B. U., & Onoseraye, A. H. (2025). An Optimized Machine Learning Model for Population Growth Prediction Using Artificial Neural Network and Genetic (Neuro-Genetic) Algorithm, Fuore Journal, 9(1):364-379.
http://fupre.edu.ng/journal
Pressat, R. (1992). Demographie Statistique, translated by Mohammad Seyed Mirzaei, Astan Quds Razavi Publications.
Razeghi -Nasrabad, H. B., Askari-Nodoushan, A., & Tanhaa, F. (2025). Structural Solutions to Remove Barriers to Childbearing; Analysis of the Perspectives of Employed Women in the Social Security Organization.
Social Studies and Research in Iran, 14(3), 451-470.
https://doi.org/10.22059/jisr.2025.394507.1617
Sarai, H. (2011). Demography, Foundations and Backgrounds. Tehran: SAMT.
Singh, K., Sajjad, M., & Won Ahn, C. (2015).
Simulating Population Dynamics with an Agent Based and Microsimulation Based Framework, International Conference on Applied Social Science Research: 335-339.
https://doi.org/10.2991/icassr-15.2016.90
Torabi, F., & Esmaeili, N. (2021). Application of neural-wavelet network in predicting the incidence of marriage and divorce in Iran.
China Population and Development Studies, 4(5), 439–457.
https://doi.org/10.1007/s42379-020-00072-4
Torkashvand - Moradabadi, M., & Irannejad, K. (2024). Demographic Dynamics and Population Projections in Iran: Analyzing Population Size and Age Structure up to 2040 Horizon.
Journal of Social Continuity and Change, 3(1), 7-33.
https://doi.org/10.22034/jscc.2024.21185.1103
Zanjani, H. (1993). A study of mortality in Iran from civil registration data, Population Quarterly, 3-4: 69-78.