Dr. Sana Javed
Associate Professor, Mathematics
Area of Interest: Graph Theory, Mathematical Biology, Bioinformatics
Tel # (Off): 111-001-007   (225)

     In graph theory,  I am dealing with the chromaticity of graphs and hypergraphs. My other interests in this field comprised of graph labeling and indices of graphs, and I have published various articles in these fields. I am also working in the field of computational biology and bioinformatics, I have formalized several mathematical frameworks to depict the behavior of discrete cellular and molecular factors involved in the functioning of different human organisms along with some linked pathologies like bone metastasis, cancer, osteoporosis, and chronic kidney disease. I am also working on the inference of gene regulatory networks.


            Supervised 11 MS students

            Supervising one Ph.D. and one MS student   

International Conferences/Workshops/Research Schools

Jun 06-14,2022        Research School on Graph Theory and interactions, Beirut, Lebanon.

Jun 24-27, 2016       CMS Summer Meeting / Réunion d'été de la SMC 2016, Edmonton, Canada.

Aug 24-Sep 4, 2015  Research School on Tilings and Tessellations, Isfahan, Iran. 

Nov 3-16, 2014        Research School on Aspects of Dynamical Systems, Nepal. 

Dec 2-14, 2013        Research School on Geometry and Topology of singular varieties. Theory and Applications, Vietnam.

May 20-31, 2013      Research School on Graphs, Codes, and Designs, Ramkhamhaeng University, Bangkok, Thailand.

Sep 5-17, 2011        Research School on Analytical and algebraic tools of modern multivariate analysis and graphical models, Hammamet, Tunisia.

Jul 18-29, 2011        Research School on Non-linear Computational Geometry, Universitas Gadjah Mada, Yogyakarta, Indonesia.

Funded Projects:

Completed Projects:
1. Dynamics of Polycystic Renal Disorder (2017 - 2020) PIs: Dr. Sana Javed, Other Team: Dr. Nazish Shahid (FC College University Lahore), Funded By: NRPU (HEC) .


Book Chapters:
1. Javed, S. (2021), "Differential Expression Analysis of RNA-Seq Data and Co-expression Networks", Advances in Artificial Intelligence, Computation, and Data Science. Computational Biology, published by: Springer, Cham, Standard: Online ISBN: 978-3-030-69951-2    (External URL)
Journal Papers:
1. Muhammad Kamran Siddiqui, Sana Javed, Sadia Khalid, Naima Amin, Mazhar Hussain (2022), "On Network Construction and Module Detection for Molecular Graph of Titanium Dioxide", Journal of Biomolecular Structure & Dynamics, Vol: online published , DOI: https://doi.org/10.1080/07391102.2022.2155703, Impact Factor: 5.2    (External URL)
2. Cheng-Peng Li, Muhammad Kamran Siddiqui, Parvez Ali, Sana Javed, Mazhar Hussain, Sadia Khalid (2022), "On analysis of entropy measures for titanium dioxide via rational curve fitting methods", International Journal of Quantum Chemistry, pp: e26996, Vol: Volume 122, Issue: Issue 23, DOI: https://doi.org/10.1002/qua.26996, Impact Factor: 2.4    (External URL)
3. Muhammad Imran, Muhammad Kamran Siddiqui, Sana Javed, Lubna Sherin, Sadia Khalid, Waqar Asghar (2022), "On analysis of heat of formation and entropy measures for Indium Phosphide", Arabian Journal of Chemistry, pp: 104218, Vol: 15, Issue: 11, ISSN: 1878-5352, DOI: https://doi.org/10.1016/j.arabjc.2022.104218, Impact Factor: 6.2    (External URL)
4. Muhammad Kamran Siddiqui, Sana Javed, Sadia Khalid, Mazhar Hussain, Muhammad Shahbaz and Samuel Asefa Fufa (2022), "On topological analysis of niobium (II) oxide network via curve fitting and entropy measures", Complexity, Vol: Volume 2022 , Issue: Article ID 4112362 , DOI: https://doi.org/10.1155/2022/4112362, Impact Factor: 2.1    (External URL)
5. Sadia Arshad, Sadia Khalid, Sana Javed, Naima Amin, Fariha Nawaz (2022), "Modeling the impact of the vaccine on the COVID-19 epidemic transmission via fractional derivative", The European Physical Journal Plus, Vol: 137, Issue: Article number: 802, DOI: https://doi.org/10.1140/epjp/s13360-022-02988-x, Impact Factor: 3.7    (External URL)
6. Muhammad Kamran Siddiqui, Sana Javed, Sadia Khalid, Mazhar Hussain, Lubna Sherin & Nageen Shoukat (2022), "On physical analysis of enthalpy and entropy measures of iron(III) oxide", The European Physical Journal Plus, Vol: 137, Issue: Article number: 306, ISSN: 2190-5444, DOI: https://doi.org/10.1140/epjp/s13360-022-02524-x, Impact Factor: 3.7    (External URL)
7. Sadia Khalid, Sana Javed, Lubna Sherin, Muhammad Kamran Siddiqui, Muhammad Tahir Hussain, and Shanzah Anzar (2022), "On topological analysis of astragaloside IV drug using network construction and module detection", The European Physical Journal Plus , Vol: 137, Issue: Article number: 214, ISSN: 2190-5444, DOI: https://doi.org/10.1140/epjp/s13360-022-02426-y, Impact Factor: 3.7    (External URL)
8. Wang Hui, Lubna Sherin, Sana Javed, Sadia Khalid, Waqar Asghar, and Samuel Asefa Fufa (2022), "On Topological Indices for Complex Indium Phosphate Network and Their Applications", Complexity, Vol: 2022, Issue: Article ID 9707749 , ISSN: 1076-2787,1099-0526, DOI: https://doi.org/10.1155/2022/9707749, Impact Factor: 2.8    (External URL)
9. Yanli Ma, Muhammad Kamran Siddiqui, Sana Javed, Lubna Sherin (2021), "On Analysis of Topological Indices for Graphitic Carbon Nitride via Enthalpy and Entropy Measurements", Polycyclic Aromatic Compounds, pp: 7414-7429, Vol: 42, Issue: 10, ISSN: 1563-5333,1040-6638, DOI: 10.1080/10406638.2021.2002376, Impact Factor: 3.7    (External URL)
10. Muhammad Kamran Siddiqui, Sana Javed, Lubna Sherin, Sadia Khalid, Muhammad Mathar Bashir, Amir Hassan, Mlamuli Dhlamini (2021), "On Analysis of Topological Properties for Terbium IV Oxide via Enthalpy and Entropy Measurements", Journal of Chemistry, Vol: Volume 2021, Issue: Article ID 5351776, ISSN: 2090-9071, 2090-9063, DOI: https://doi.org/10.1155/2021/5351776, Impact Factor: 2.5    (External URL)
11. Yu-Ming Chu, Muhammad Kamran Siddiqui, Sana Javed, Lubna Sherin, Farah Kausar (2021), "On Zagreb Type Molecular Descriptors of Ceria Oxide and Their Applications", Journal of Cluster Science, pp: 537–546, Vol: 33, ISSN: 1572-8862,1040-7278, DOI: https://doi.org/10.1007/s10876-021-01984-y, Impact Factor: 1.3    (External URL)
12. Dongming Zhao, Muhammad Kamran Siddiqui, Sana Javed, Lubna Sherin, Farah Kausar (2020), "Molecular topological indices-based analysis of thermodynamic properties of graphitic carbon nitride", European Physical Journal Plus, Vol: 135, Issue: 12, ISSN: 2190-5444, DOI: https://doi.org/10.1140/epjp/s13360-020-00956-x, Impact Factor: 3.7    (External URL)
13. S. Javed, I. Tomescu (2020), "Ordering connected 3-chromatic graphs", Mathematical Reports, pp: 403–416, Vol: 22, Issue: No. 3-4, ISSN: 1582-3067, 2285-3898, Impact Factor: 0.55  Abstract  (External URL)
14. Xiujun Zhang, Muhammad Kamran Siddiqui, Sana Javed, Lubna Sherin, Farah Kausar, Mehwish Hussain Muhammad (2020), "Physical Analysis of Heat of Formation and Entropy for Ceria Oxide Using Topological Indices", Combinatorial Chemistry & High Throughput Screening, pp: 441 - 450, Vol: 25, Issue: 3, ISSN: 1875-5402, DOI: 10.2174/1386207323999201001210832, Impact Factor: 1.2    (External URL)
15. Mehwish Iftikhar, Sahrish Iftikhar, Ayesha Sohail, Sana Javed (2020), "AI- modeling of molecular identification and feminization of Wolbachia infected Aedes aegypti", Progress in Biophysics and Molecular Biology, pp: 104-111, Vol: 150, ISSN: 1873-1732,0079-6107, DOI: https://doi.org/10.1016/j.pbiomolbio.2019.07.001, Impact Factor: 3.667    (External URL)
16. Sana Javed, Ayesha Sohail, Anila Asif, Alessandro Nutini (2020), "Biophysics and the Nonlinear Dynamics Instigated by a Special Hormone", Progress in Biophysics and Molecular Biology, pp: 62-66, Vol: 150, ISSN: 1873-1732, 0079-6107, DOI: https://doi.org/10.1016/j.pbiomolbio.2019.05.005, Impact Factor: 3.667    (External URL)
17. M Idrees, Ayesha Sohail, Sana Javed (2019), "Forecasting the critical role of intermittent therapies for the control of bone resorption", Clinical Biomechanics, pp: 128-136, Vol: 68, ISSN: 1879-1271, 0268-0033, Impact Factor: 2.063    (External URL)
18. Sana Javed, Mariya Ahmad, Ayesha Riasat (2019), "Chromaticity of K-4-Homeomorph Graphs", UTILITAS MATHEMATICA, pp: 235-259, Vol: 111, ISSN: 0315-3681, Impact Factor: 0.279    (External URL)
19. Sana Javed , Muhammad Younas , M. Bhatti , Ayesha Sohail, Abdul Sattar (2019), "Analytic approach to explore dynamical osteoporotic bone turnover", Advances in Difference Equations, Vol: 61, ISSN: 1687-1839, 1687-1847, DOI: https://doi.org/10.1186/s13662-019-1986-7, Impact Factor: 2.421    (External URL)
20. Sana Javed, Ayesha Sohail, Alessandro Nutini (2018), "Integrative modeling of drug therapy and the bone turnover", Clinical Biomechanics , pp: 141-148, Vol: 60, ISSN: 1879-1271, 0268-0033, DOI: https://doi.org/10.1016/j.clinbiomech.2018.10.019, Impact Factor: 2.063    (External URL)
21. Salma Kanwal, Ayesha Riasat, Mariam Imtiaz, Zurdat Iftikhar, Sana Javed, Rehana Ashraf (2018), "Bounds of Strong EMT Strength for certain Subdivision of Star and Bistar", Open Mathematics, pp: 1313-1325, Vol: 16 , Issue: 1, ISSN: 2391-5455, DOI: https://doi.org/10.1515/math-2018-0111, Impact Factor: 0.726    (External URL)
22. Ayesha Sohail, Lubna Sherin, Saad Ihsan Butt, Sana Javed, Zhiwu Li, Sohail Iqbal, O Anwar Be’g (2018), "Role of Key Players in Paradigm Shifts of Prostate Cancer Bone Metastasis", Cancer Management and Research, pp: 1619-1626, Vol: 10, ISSN: 1179-1322, DOI: https://doi.org/10.2147/CMAR.S162525, Impact Factor: 2.886    (External URL)
23. Sana Javed, Mujtaba Hussain, Ayesha Riasat, Salma Kanwal, Mariam Imtiaz, and M. O. Ahmad (2017), "Deficiency of Forests", Open MAthematics, pp: 1431-1439, Vol: 15, ISSN: 2391-5455, DOI: https://doi.org/10.1515/math-2017-0122, Impact Factor: 0.726    (External URL)
24. Sana Javed, Ayesha Sohail , Khadija Maqbool, Saad Ihsan Butt, Qasim Ali Chaudhry (2017), "The Lattice Boltzmann method and computational analysis of bone dynamics I", Complex Adaptive Systems Modeling, Vol: 5, Issue: 12     (External URL)
25. Ayesha Riasat, Salma Kanwal, Sana Javed (2016), "On Odd-Graceful Labeling of Disjoint Union of Graphs", Utilitas Mathematica, pp: 189-241, Vol: 101, Impact Factor: 0.3   
26. S. Kanwal, S. Javed, A. Riasat, (2016), "On the super edge-magicness and the deficiency of some families of acyclic graphs Mathematica", Utilitas Mathematica, pp: 323-356, Vol: 100, Impact Factor: 0.3  Abstract 
27. Sadia Arshad, Ayesha Sohail, Sana Javed (2015), "Dynamical Study of Fractional Order Tumor Model", International Journal of Computational Methods, pp: 1550032 [12 pages], Vol: 12, Issue: 5, Impact Factor: 1.053   
28. I. Tomescu, S. Javed (2015), "Extremal bicyclic 3-chromatic graphs", Graphs and Combinatorics, pp: 1043-1052, Vol: 31, Issue: 4, Standard: 0911-0119 (print version),1435-5914 (electronic ve, Impact Factor: 0.351   
29. Ayesha Sohail, Sadia Arshad, Sana Javed (2015), "Numerical Solutions of Fractional Order Tumor Model", International Journal of Biomathematics, pp: 1550069 [13 pages], Vol: 8, Issue: 5, Impact Factor: 1.05   
30. S. Javed, A. Riasat, S. Kanwal, (2015), "On super edge-magicness and deficiencies of forests", Utilitas Mathematica , pp: 149-169, Vol: 98, Impact Factor: 0.3  Abstract 
31. S. Javed, I. Tomescu (2013), "Chromatically equivalent k-bridge hypergraphs", MATH. REPORTS , pp: 281-285, Vol: 15(65), Issue: 3 (2013) , Standard: 2285-3898 , Impact Factor: 0.2   
32. I. Tomescu, S. Javed (2013), "On the Chromaticity of quasi linear hypergraphs", Graphs and Combinatorics, pp: 1921-1926, Vol: 29, Issue: 6, Standard: 0911-0119 (Print) 1435-5914 (Online), Impact Factor: 0.351   


Science For Life Laboratory, Stockholm University, Sweden
Sep 2018 to Jul 2019
ASSMS GC University Lahore-Pakistan, Pakistan
Sep 2007 to Mar 2013
University of the Punjab, Lahore, Pakistan
Feb 2005 to Mar 2007
University of the Punjab, Pakistan
Jan 2001 to Dec 2004


Tenured Associate Professor
CUI, Lahore Campus
May 2020 to Date
Assistant Professor
CUI, Lahore Campus
Jul 2013 to May 2020
Assistant Professor
University of Management and Technology Lahore-Pakistan
Oct 2012 to Apr 2013

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