Dr. Sana Javed
Associate Professor, Mathematics
Area of Interest: Graph Theory, Machine Learning, 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.

       MS Supervisions 

       Supervised 15/ Co-supervised 2/ Supervising 3

  1. Shagufta Mufeez (SP23-RMT-038: Emerging Patterns in Machine Learning for Disease Detection)
  1. Naila (FA22-RMT-035: Machine Learning and Graph Theory towards Prediction of Drugs and Diseases)
  1. Muhammad Owais (FA22-RMT-015: Machine Learning Methodologies for Forecasting Drug Properties and Identifying Disease Indicators)
  1. Noor Sehar (FA21-RMT-051: Thermodynamics of Calcium Chloride in the Light of Graphical Descriptors)
  1. Uzair Zaman Khan (FA20-RMT-010: Physical Measures of Chemical Compounds in the Light of Topological Indices via Machine Learning Tools)
  1. Muhammad Tahir Hussain (SP20-RMT-003: A Study on Astragaloside IV in View of Connectivity Indices)
  1. Mazhar Hussain (SP20-RMT-004: Describing Topology of Chemical Compounds Using Graphical Descriptors)
  1. Amir Hassan (SP20-RMT-025: Molecular Topological Indices Based Analysis of Thermodynamic Properties of Terbium Dioxide)
  1. Waqar Asghar (FA19-RMT-061: Molecular Interpretation of Indium Phosphate using Connectivity Indices)
  1. Rafia Zia (FA18-RMT-007: Network Inference of Gene Expression Profiles)
  1. Maria Sajjad (SP17-RMT-030: Mathematical Analysis of Delayed Tumor Models)
  1. Hafsa Alyas (FA16-RMT-018: Modeling the Role of TGF-β in Bone Turnover)
  1. Abdul Sattar (SP16-RMT-009: Mathematical Model of Targeted Bone Remodeling)
  1. Areeba (FA14-RMT-009: Chromatic Equivalence and Uniqueness of Subdivided K4 Graphs)
  1. Mariya Ahmad (FA14-RMT-013: Chromaticity of Family of K4-Homeomorphs)

Co-Supervisions

  1. Mishal Tahir (FA21-RPH-020: Pattern Recognition and Deep Learning Models for Cancer Detection)
  1. Sameer Khan (FA22-RPH-031: Precise Detection of Abnormality of Different Organs using Deep Learning Techniques)

Currently Supervising

  1. Iqra Iqbal Khan (FA23-RMT-015: Exploring Various Diseases Based on Regularized Machine Learning Approaches)
  1. Hassan Aftab (FA23-RMT-054: Performance Analysis of Bayesian Learning against Other Conventional Machine Learning
  1. Ahmad Mehmood (SP24-RMT-025: Graph Topological Indices and Machine Learning for Protein Networks and Drug Property Prediction)

Ph.D. Supervisions

Supervising 3/ Co-supervising 2

  1. Shabbir Ahmad (FA22-PMT-005: Exploring the Role of Quantitative Descriptors in Chemical Graph)
  1. Sehrish Murtaza (FA24-PMT-021: In progress)
  1. Muhammad Waheed Zafar (FA24-PMT-019: In progress)

Co-Supervising

  1. Qurat-ul-Ain (FA22-PMT-003: Exploring the Dynamics of Biological Models and the Stochastic Influence)
  1. Muhammad Jahanzaib (FA24-PMT-006: In Progress)

BS Project Supervisions

Project 1: Network Construction of Various Degree Based Topological Indices, Co-Indices and Reverse Indices of Boron Phosphide

Muhammad Azeem (SP19-BSM-018) and Ahmad Mehmood (SP19-BSM-029)

Project 2: Analysis of Enthalpy and Entropy Measures of Gallium Antimonide (GaSb) via Mathematical Frameworks

Asad Sarwar (FA18-BSM-059) and Muhammad Ahtesham-u-Din (FA18-BSM-048)

Project 3: Heart Disease Detection Based on Machine Learning Algorithms

Areej Khan (FA20-BSM-060) and Sairish Mushtaq (FA20-BSM-040)

Project 4: Topological Indices of Graphs and Some Related Aspects

Ayesha Mehmood (SP21-BSM-018)

Project 5: In Progress

Muhammad Saeed (FA21-BSM-015)

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) .

Publications:

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. Sana Javed, Shabbir Ahmad, Noor Sehar, Sadia Khalid, Muhammad Kamran Siddiqui, Brima Gegbe (2024), "Enhancing topological index of calcium chloride network through feature selection methods exploration", Scientific Reports, pp: Article number: 27722 , Vol: 14, Impact Factor: 3.8    (External URL)
2. Muhammad Kamran Siddiqui, Mazhar Hussain, Sana Javed, Sadia Khalid, Tayyaba Noor, Fikadu Tesgera Tolasa (2024), "On characterization of entropy measure using logarithmic regression model for Copper(II) Fluoride", Plos One, pp: e0300757, Vol: 19, Issue: 3, Impact Factor: 3.7    (External URL)
3. Wang Zhen, Mazhar Hussain, Muhammad Kamran Siddiqui, Sana Javed, Sadia Khalid, Naima Amin (2024), "On physical analysis of entropy measures for Sodium Oxide via statistical models", International Journal of Quantum Chemistry, pp: e27295, Vol: 124, Issue: 1, Impact Factor: 2.437    (External URL)
4. Sana Javed, Muhammad Kamran Siddiqui, Sadia Khalid, Shazia Manzoor, Uzair Zaman Khan (2023), "Predictive modeling of the heat of formation of sulfur hexafluoride using data science techniques", European Physical Journal Plus, pp: Article number: 1119, Vol: 138, Impact Factor: 3.758    (External URL)
5. 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)
6. 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)
7. 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)
8. 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)
9. 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)
10. 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)
11. 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)
12. 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)
13. 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)
14. 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)
15. 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)
16. 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)
17. 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    (External URL)
18. 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)
19. 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)
20. 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)
21. 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)
22. 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)
23. 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)
24. 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)
25. 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)
26. 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)
27. 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)
28. 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)
29. 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   
30. 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   
31. 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   
32. 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   
33. 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   
34. 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   
35. 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   
36. 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   

Qualification

Post-Doc
Science For Life Laboratory, Stockholm University, Sweden
Sep 2018 to Jul 2019
   
PhD
ASSMS GC University Lahore-Pakistan, Pakistan
Sep 2007 to Mar 2013
   
MSc(Hons)
University of the Punjab, Lahore, Pakistan
Feb 2005 to Mar 2007
   
BSc(Hons)
University of the Punjab, Pakistan
Jan 2001 to Dec 2004
   

Experience

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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