Mohamed Hamdy Eid Hemida

Dynamic academic professional with extensive experience at the University of Miskolc, excelling in research design and innovative teaching and research strategies. Proven track record in mentoring students and contributing to high-impact publications. Proficient in advanced software tools, fostering student success through effective counseling and hands-on field analysis.

Recent graduate with foundational knowledge in Hydrogeology, water quality, environmental and health risk assessment, water treatment, groundwater and surface water modelling, well logging, and hands-on experience gained through academic projects and 50 publications in Q1 Journals. Demonstrates strong teamwork, problem-solving, and time-management skills and. Prepared to start career and make meaningful contributions with commitment and drive.

1. Institute of Environmental Management, Faculty of Earth Science, University of Miskolc, Egyetemváros, Miskolc 3515, Hungary.

2. Geology Department, Faculty of Science, Beni-Suef University, Beni-Suef 65211, Egypt.

BSc. in Geology and Chemistry

Publications: 50 (Q1)........................... Citation: 1175 ...............................H-index: 19

1. Eid, M. H., Pinjung, Z., Mikita, V., Bence, C., & Szűcs, P. (2025). A novel integration of self-organizing maps and NETPATH inverse modeling to trace uranium and toxic metal contamination risks in West Mecsek, Hungary. Journal of Hazardous Materials, 139291.‏

2. Eid, M., Saeed, O., Szűcs, P. et al. Impacts and sources of potential toxic elements on water quality and optimizing machine learning models for sustainable management. Model. Earth Syst. Environ. 11, 375 (2025). https://doi.org/10.1007/s40808-025-02548-z

3. Eid, M.H., Saeed, O., Szűcs, P. et al. Seasonal hydrochemical characteristics of spring water in Southern Poland: integrating geochemical modeling, health risk analysis and mitigation strategies. Sci Rep 15, 25459 (2025). https://doi.org/10.1038/s41598-025-10322-5

4. ELsayed, H.A., Eid, M.H., Farooq, U. et al. Efficient removal of Sr²⁺, V⁵⁺, and Rb⁺ ions from groundwater using a hybrid Mg-MCM-41/Talc composite; Siwa Oasis in Egypt as case study. Sci Rep 15, 25191 (2025). https://doi.org/10.1038/s41598-025-09553-3.

5. Al-Falal, Asmaa Nour Aly, et al. "Aquatic System Assessment of Potentially Toxic Elements in El Manzala Lake, Egypt: A Statistical and Machine Learning Approach." Results in Engineering (2025): 105027.‏

6. Alnemari, Ashwaq M., et al. "Energy optimization in large-scale recirculating aquaculture systems: Implementation and performance analysis of a hybrid deep learning approach." Aquacultural Engineering 111 (2025): 102561.‏

7. Gad, M., El Hamed, R.A., El Fadaly, E.A. et al. New approach to predict wastewater quality for irrigation utilizing integrated indexical approaches and hyperspectral reflectance measurements supported with multivariate analysis. Sci Rep 15, 16395 (2025). https://doi.org/10.1038/s41598-025-01181-1

8. Hfaiedh, E., Gaagai, A., Petitta, M. et al. Hydrogeochemical characterization and water quality evaluation associated with toxic elements using indexing approaches, multivariate analysis, and artificial neural networks in Morang, Tunisia. Environ Earth Sci 84, 361 (2025). https://doi.org/10.1007/s12665-025-12165-9

9. Al-Labadi, I. G., Horváth, M., Alkilani, A. T., Al-Ma'abreh, A. M., Bashir, M., Keshta, B. E., ... & Eid, M. H. (2025). Simultaneous Adsorptive Removal of Pb²⁺, Cd²⁺, Cu²⁺, and Zn²⁺ Using Raw Norway Spruce Biomass: A Low-Cost and Eco-Friendly Solution for Wastewater Treatment. Frontiers in Water, 7, 1612232.‏

10. Eid, M. H., Saeed, O., Székács, A., Abukhadra, M. R., Alqhtani, H. A., Kovács, A., & Szűcs, P. (2025). Integrating Unsupervised Machine Learning, Statistical Analysis, and Monte Carlo Simulation to Assess Toxic Metal Contamination and Salinization in Non-Rechargeable Aquifers. Results in Engineering, 104989.‏

11. Elbalawy, M. A., Balash, M., Eid, M. H., Takács, E., & Velledits, F. (2025). Innovative method integrates play fairway analysis supported with GIS and seismic modeling for geothermal potential evaluation in a basement reservoir. Scientific Reports, 15(1), 1325.‏

12. Sayed, F. A., Eid, M. H., El-Sherbeeny, A. M., Abdel-Gawad, G. I., Mohamed, E. A., & Abukhadra, M. R. (2025). Environmental and health risk assessment of polycyclic aromatic hydrocarbons and toxic elements in the red sea using Monte Carlo simulation. Scientific Reports, 15(1), 4122.‏

13. Elmessery, W. M., Abdallah, S. E., Oraiath, A. A. T., Espinosa, V., Abuhussein, M. F. A., Szűcs, P., ... & Elwakeel, A. E. (2025). A deep deterministic policy gradient approach for optimizing feeding rates and water quality management in recirculating aquaculture systems. Aquaculture International, 33(4), 253.‏

14. Al-Falal, A. N. A., Elsayed, S., El Fadaly, E. A., Gaagai, A., Aouissi, H. A., Abd El-baki, M. S., ... & Gad, M. (2025). Aquatic System Assessment of Potentially Toxic Elements in El Manzala Lake, Egypt: A Statistical and Machine Learning Approach. Results in Engineering, 105027.‏

15. Alnemar, A. M., Elmessery, W. M., Moghanm, F. S., Espinosa, V., Shams, M. Y., Elwakeel, A. E., ... & El-Namas, A. E. (2025). Energy optimization in large-scale recirculating aquaculture systems: Implementation and performance analysis of a hybrid deep learning approach. Aquacultural Engineering, 102561.‏

16. Gad, M., El Hamed, R. A., El Fadaly, E. A., Mousa, I. E., Gaagai, A., Aouissi, H. A., ... & Elsayed, S. (2025). New approach to predict wastewater quality for irrigation utilizing integrated indexical approaches and hyperspectral reflectance measurements supported with multivariate analysis. Scientific Reports, 15(1), 1-24.‏

17. Ata, A. A. E. S. M., Aly, M. H., Hussein, H., Eid, M. H., Abukhadra, M. R., El-Sherbeeny, A. M., ... & Gad, M. (2024). Hydrogeochemical characteristics and air quality risks associated with gold mining operations in Egypt using geochemical modeling and risk indices. Heliyon, 10(11).‏

18. Eid, M. H., Shebl, A., Eissa, M., Mohamed, E. A., Fahil, A. S., Ramadan, H. S., ... & Szűcs, P. (2024). Comprehensive approach integrating remote sensing, machine learning, and physicochemical parameters to detect hydrodynamic conditions and groundwater quality deterioration in non-rechargeable aquifer systems. Heliyon, 10(12).‏

19. Eid, M. H., Tamma, A. A., Saeed, O., Székács, A., Abukhadra, M. R., El-Sherbeeny, A. M., ... & Szűcs, P. (2024). Advanced approach combines integrated weight water quality index and potential toxic elements for environmental and health risk assessment supported by simulation technique in Oued Souf, Algeria. Scientific Reports, 14(1), 17805.‏

20. Saeed, O., Székács, A., Jordán, G., Mörtl, M., Abukhadra, M. R., El-Sherbeeny, A. M., ... & Eid, M. H. (2024). Assessing surface water quality in Hungary’s Danube basin using geochemical modeling, multivariate analysis, irrigation indices, and Monte Carlo simulation. Scientific Reports, 14(1), 18639.‏

21. Gad, M., Gaagai, A., Agrama, A. A., El-Fiqy, W. F., Eid, M. H., Szűcs, P., ... & Ibrahim, H. (2024). Comprehensive evaluation and prediction of groundwater quality and risk indices using quantitative approaches, multivariate analysis, and machine learning models: An exploratory study. Heliyon, 10(17).‏

22. Eid, M. H., Awad, M., Mohamed, E. A., Nassar, T., Abukhadra, M. R., El-Sherbeeny, A. M., ... & Szűcs, P. (2024). Comprehensive approach integrating water quality index and toxic element analysis for environmental and health risk assessment enhanced by simulation techniques. Environmental Geochemistry and Health, 46(10), 409.‏

23. Eid, M. H., Mikita, V., Eissa, M., Ramadan, H. S., Mohamed, E. A., Abukhadra, M. R., ... & Szűcs, P. (2024). An advanced approach for drinking water quality indexing and health risk assessment supported by machine learning modelling in Siwa Oasis, Egypt. Journal of Hydrology: Regional Studies, 56, 101967.‏

24. Eid, M. H., Awad, M., Mohamed, E. A., Nassar, T., Abukhadra, M. R., El-Sherbeeny, A. M., ... & Szűcs, P. (2024). Correction: Comprehensive approach integrating water quality index and toxic element analysis for environmental and health risk assessment enhanced by simulation techniques. Environmental Geochemistry and Health, 46(10), 421.‏

25. Eid, M. H., Mikita, V., Eissa, M., Ramadan, H. S., Mohamed, E. A., Abukhadra, M. R., ... & Szűcs, P. (2024). Monte Carlo simulation and PMF model for assessing human health risks associated with heavy metals in groundwater: a case study of the Nubian aquifer, Siwa depression, Egypt. Frontiers in Earth Science, 12, 1431635.‏

26. Eid, M. H., Kamel, M. S., kamel Amer, A. S., & Szűcs, P. (2024). Spatial prediction of armed conflicts from the perspective of political geography using bivariate frequency ratio method (FR) in East African States. Heliyon, 10(19).‏

27. Eid, M.H., Eissa, M., Mohamed, E.A., Ramadan, H.S., Czuppon, Gyö.,Kovács, A., Szűcs, Pé., Application of stable isotopes, mixing models, and K-means cluster analysis todetect recharge and salinity origins in Siwa Oasis, Egypt, Groundwater for Sustainable Development(2024), doi: https://doi.org/10.1016/j.gsd.2024.101124.

28. Eid, M.H., Eissa, M., Mohamed, E.A. et al. New approach into human health risk assessment associated with heavy metals in surface water and groundwater using Monte Carlo Method. Sci Rep 14, 1008 (2024). https://doi.org/10.1038/s41598-023-50000-y.

29. Szűcs, P., Dobróka, M., Turai, E., Szarka, L., Ilyés, C., Eid, M. H., & Szabó, N. P. (2024). Combined inversion and statistical workflow for advanced temporal analysis of the Nile River’s long term water level records. Journal of Hydrology, 130693.‏

30. Hemida, M. H. E., Kovács, A., & Szűcs, P. (2024). Integration of Geochemical Modeling, Hydrodynamic Condition, and Change Detection Supported with Machine Learning For Sustainable Development of the Water Resources in Western Desert, Egypt Methodology. Authorea Preprints.‏

31. Elmaadawy, K.G., Bayan, M.F., Gad, M., Eid, M.H., Abukhadra, M.R., El-Sherbeeny, A.M., ... & Abdelmaksoud, A.S. (2024). The Impact of Oligo-Miocene Basaltic Intrusions on the Petroleum System in Gulf of Suez Rift Basin, Egypt: New Insights into Thermal Maturity and Reservoir Quality. Frontiers in Earth Science , 11 , 1295271.

32. Saeed, O., Székács, A., Jordán, G., Mörtl, M., Abukhadra, M. R., & Eid, M. H. (2023). Correction: Investigating the impacts of heavy metal (loid) s on ecology and human health in the lower basin of Hungary’s Danube River: A Python and Monte Carlo simulation-based study. Environmental Geochemistry and Health, 45(12), 9785.‏

33. Eid, M. H., Elbagory, M., Tamma, A. A., Gad, M., Elsayed, S., Hussein, H., ... & Péter, S. (2023). Evaluation of Groundwater Quality for Irrigation in Deep Aquifers Using Multiple Graphical and Indexing Approaches Supported with Machine Learning Models and GIS Techniques, Souf Valley, Algeria. Water, 15(1), 182.‏

34. Flores, Y.G.; Eid, M.H.; Szűcs, P.; Szőcs, T.; Fancsik, T.; Szanyi, J.; Kovács, B.; Markos, G.; Újlaki, P.; Tóth, P.; et al. Integration of Geological, Geochemical Modelling and Hydrodynamic Condition for Understanding the Geometry and Flow Pattern of the Aquifer System, Southern Nyírség–Hajdúság, Hungary. Water 2023, 15, 2888. https://doi.org/10.3390/w15162888.

35. EID, M. H., Tamma, A. A., Péter, S., & Kovács, A. (2023). Hydrogeochemical Evaluation of Groundwater and its Suitability for Drinking and Irrigation Using Water Quality Index, Statistical and Geochemical Modelling, Debila and El-Oued regions, Algeria.‏

36. Ghoneim, E., Healey, C., Hemida, M., Shebl, A., & Fahil, A. (2023). Integration of geophysical and geospatial techniques to evaluate geothermal energy at Siwa Oasis, Western Desert, Egypt. Remote Sensing, 15(21), 5094.‏

37. Saeed, Omar, et al. "Investigating the impacts of heavy metal (loid) s on ecology and human health in the lower basin of Hungary’s Danube River: A Python and Monte Carlo simulation-based study." Environmental Geochemistry and Health 45.12 (2023): 9757-9784.‏

38. Salem, S.B.H., Gaagai, A., Ben Slimene, I., Moussa, A.B., Zouari, K., Yadav, K.K., ... & Ibrahim, H. (2023). Applying Multivariate Analysis and Machine Learning Approaches to Evaluating Groundwater Quality on the Kairouan Plain, Tunisia. Water , 15 (19), 3495.

39. Banoon, Z. R., Al-Lami, A. K. A., Abbas, A. M., Al-Shakban, M., Balboul, B. A., Gad, M., ... & Abdelzaher, M. A. (2023). Asymmetrical liquid crystals synthesis for effective sensing: Fluorescence investigations. Results in Chemistry, 6, 101166.‏

40. Szabó, N. P., Ilyés, C., Turai, E., Dobróka, M., Kilik, R., Miklós, R., ... & Szücs, P. (2023, September). Fourier Transformation and Unsupervised Learning for Extracting Hydrogeological Information from Time Series Data. In 2023 14th IEEE International Conference on Cognitive Infocommunications (CogInfoCom) (pp. 000019-000024). IEEE.‏

41. Al-Mashreki, M. H., Eid, M. H., Saeed, O., Székács, A., Szűcs, P., Gad, M., ... & Ramadan, H. S. (2023). Integration of Geochemical Modeling, Multivariate Analysis, and Irrigation Indices for Assessing Groundwater Quality in the Al-Jawf Basin, Yemen. Water, 15(8), 1496.‏

42. Gad, M., Gaagai, A., Eid, M. H., Szűcs, P., Hussein, H., Elsherbiny, O., ... & Ibrahim, H. (2023). Groundwater Quality and Health Risk Assessment Using Indexing Approaches, Multivariate Statistical Analysis, Artificial Neural Networks, and GIS Techniques in El Kharga Oasis, Egypt. Water, 15(6), 1216.‏

43. Bellucci, S., Eid, M. H., Fekete, I., Péter, S., Kovács, A., Othman, S. I., ... & Abukhadra, M. R. (2023). Synthesis of K+ and Na+ Synthetic Sodalite Phases by Low-Temperature Alkali Fusion of Kaolinite for Effective Remediation of Phosphate Ions: The Impact of the Alkali Ions and Realistic Studies. Inorganics, 11(1), 14.‏

44. Ibrahim, H., Yaseen, Z. M., Scholz, M., Ali, M., Gad, M., Elsayed, S., ... & Khalifa, M. M. (2023). Evaluation and prediction of groundwater quality for irrigation using an integrated water quality index, machine learning models and GIS approaches: A representative case study. Water, 15(4), 694.‏

45. Gaagai, A., Aouissi, H. A., Bencedira, S., Hinge, G., Athamena, A., Heddam, S., ... & Ibrahim, H. (2023). Application of water quality indices, machine learning approaches, and GIS to identify groundwater quality for irrigation purposes: a case study of Sahara Aquifer, Doucen Plain, Algeria. Water, 15(2), 289.‏

46. Elsayed, S., Gupta, M., Chaudhary, G., Taneja, S., Gaur, H., Gad, M., ... & Schmidhalter, U. (2023). Interpretation the Influence of Hydrometeorological Variables on Soil Temperature Prediction Using the Potential of Deep Learning Model. Knowledge-Based Engineering and Sciences, 4(1), 55-77.‏

47. Abukhadra, M. R., Eid, M. H., El-Sherbeeny, A. M., Abd Elatty, E., & Shim, J. J. (2022). Effective desalination of brackish groundwater using zeolitized diatomite/kaolinite geopolymer as low-cost inorganic membrane; Siwa Oasis in Egypt as a realistic case study. Journal of Contaminant Hydrology, 244, 103923.‏

48. EID, M. H., Szűcs, P., & Kovács, A. (2022). Problems threatening sustainability in Siwa Oasis and recommendations for understanding the sources of water quality deterioration. Geosciences and Engineering, 10(15), 138-153.‏

49. EID, M. H., Tamma, A. A., Péter, S., & Kovács, A. (2022). Hydrogeochemical Evaluation of Groundwater and its Suitability for Drinking and Irrigation Using Water Quality Index, Statistical and Geochemical Modelling, Debila and El-Oued regions, Algeria.‏

50. Jumah, M. N. B., Eid, M. H., AL-Huqail, A. A., Mohammad, M. A., Bin-Murdhi, N. S., Abu-Taweel, G. M., ... & AbuKhadra, M. R. (2021). Enhanced remediation of As (V) and Hg (II) ions from aqueous environments using β-cyclodextrin/MCM-48 composite: Batch and column studies. Journal of Water Process Engineering, 42, 102118.‏

51. Salam, M. A., Adlii, A., Eid, M. H., & Abukhadra, M. R. (2021). Effective decontamination of Ca2+ and Mg2+ hardness from groundwater using innovative muscovite based sodalite in batch and fixed-bed column studies; dynamic and equilibrium studies. Journal of Contaminant Hydrology, 241, 103817.‏

52. Abukhadra, M. R., Eid, M. H., El-Meligy, M. A., Sharaf, M., & Soliman, A. T. (2021). Insight into chitosan/mesoporous silica nanocomposites as eco-friendly adsorbent for enhanced retention of U (VI) and Sr (II) from aqueous solutions and real water. International Journal of Biological Macromolecules, 173, 435-444.‏

53. AbuKhadra, M. R., Eid, M. H., Allam, A. A., Ajarem, J. S., Almalki, A. M., & Salama, Y. (2020). Evaluation of different forms of Egyptian diatomite for the removal of ammonium ions from Lake Qarun: A realistic study to avoid eutrophication. Environmental Pollution, 266, 115277.‏

54. Mohamed Hamdy Eid, Péter Szűcs, Attila Kovács. hydrogeochemical evaluation of groundwater and its suitability for drinking and irrigation using water quality index, statistical and geochemical modelling, north eastern desert of algeria. DOI: 10.37190/XXII-CPSYS-abstracts.

1. Ass. Prof. Mostafa Abukhadra

Geology Department, Faculty of Science, Beni-Suef University, Beni-Suef 65211, Egypt; abukhadra89@science.bsu.edu.eg

2. Prof. Dr. Szűcs Péter

Institute of Environmental Management, Faculty of Earth Science, University of Miskolc, Miskolc, 3515, Hungary; peter.szucs@uni-miskolc.hu

3. Ass. Prof. Ahmed Abu Sharib

Associate professor of Structural geology, and Metamorphic rocks, Geology Department, Faculty of Science, Beni-Suef University.

aabusharib@science.bsu.edu.eg