Jian Du | Machine Learning in Physics | Best Scholar Award

Dr. Jian Du | Machine Learning in Physics | Best Scholar Award 

Politecnico di Milano | Italy

Mr. Jian Du is a fourth-year Ph.D. candidate in Petroleum and Natural Gas Engineering at China University of Petroleum–Beijing, and a visiting Ph.D. researcher at the Department of Energy, Politecnico di Milano, Italy. His research focuses on the integration of physics-based knowledge and advanced machine learning techniques to address complex industrial challenges in liquid and multi-product pipeline systems. His core interests include explainable machine learning for pipeline process monitoring, physics-informed neural networks (PINNs) for efficient simulation of complex fluid dynamics, and knowledge-embedded data science frameworks for intelligent pipeline management. Through these efforts, he aims to bridge the gap between traditional physical modeling and data-driven approaches, improving reliability, interpretability, and real-time applicability in energy transportation systems. Jian Du has made significant research contributions in the areas of contamination tracking, hydraulic transient simulation, batch tracking, corrosion prediction, and energy system forecasting. He has authored or co-authored more than 30 peer-reviewed publications, with over 17 papers as first or second author, published in leading journals such as Energy, Engineering Applications of Artificial Intelligence, Journal of Industrial Information Integration, Renewable and Sustainable Energy Reviews, and Chemical Engineering Research and Design. His cumulative journal impact factor exceeds 95, and his work includes an ESI Hot Paper and Highly Cited Paper ranked in the top 1% of the engineering field. A recurring theme in his research is the development of the “DeepPipe” framework—a series of theory-guided, physics-enhanced, and multi-modal neural networks tailored for real-time pipeline monitoring and decision support.

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Featured Publications

Ashraf M. Alattar | Particle Experiments | Best Academic Researcher Award

Assoc. Prof. Dr. Ashraf M. Alattar | Particle Experiments | Best Academic Researcher Award

Assoc. Prof. Dr. Ashraf M. Alattar | Al-Karkh University of Science | Iraq

Dr. Ashraf Mohammed Ibrahim Alattar is an Assistant Professor in the Department of Medical Physics at the College of Science, Al-Karkh University of Science. With over a decade of academic and research experience in Laser Physics, Molecular Physics, and Medical Physics, he has made significant contributions to interdisciplinary science. Dr. Alattar has worked with prestigious institutions including the Georgia Institute of Technology, University of Baghdad, and Pune University. His research covers advanced topics like nanotechnology, biomedical imaging, green synthesis, and aerogels. He has published over 30 scientific articles in peer-reviewed journals, with several papers appearing in Q1-ranked international journals. In addition to teaching and research, Dr. Alattar is actively engaged in supervising postgraduate students, participating in international conferences, and leading continuing education programs. He is recognized for his collaborative work with international researchers and dedication to improving scientific knowledge through innovation and multidisciplinary exploration.

Author Profile

Scopus | ORCID | Google scholar

Education 

Dr. Ashraf M. Alattar holds a Ph.D. in Physics from the University of Baghdad, completed through a twinning program with the Georgia Institute of Technology in the U.S., awarded in 2017. His doctoral studies focused on advanced materials, optical physics, and medical applications. He obtained his Master of Science in Physics from Pune University (Fergusson College, India), where he developed expertise in molecular physics and nanomaterials. He began his academic journey with a Bachelor of Science in Applied Sciences from the University of Technology, Iraq. Throughout his academic progression, Dr. Alattar demonstrated strong interdisciplinary engagement, combining foundational physical sciences with applied research in medical technologies. His education across different countries enriched his scientific perspective and laid the groundwork for his future contributions to biomedical physics, photonics, and green nanotechnology, which now form the core of his academic and research initiatives.

Professional Experience 

Dr. Alattar has over 15 years of diverse academic and research experience. He currently serves as Assistant Professor at Al-Karkh University of Science in the Department of Medical Physics. Previously, he worked at the University of Baghdad in administrative and academic roles and held leadership positions, including Acting Head and Rapporteur of the Department of Medical Devices Techniques Engineering at Al-Hussain University College. Internationally, he served as a staff researcher in Materials & Mechanical Engineering at Georgia Tech and contributed to academic activities at Fergusson College, Pune University. He has taught over ten subjects including Medical Physics, Radiotherapy, Biophysics, and Anatomy. His participation in more than 20 training courses, 5 international conferences, and experience as a co-supervisor and thesis discussant further reflect his dynamic involvement in academic and research development. Dr. Alattar’s global exposure and administrative experience support his continued leadership in scientific education.

Awards and Honors

Dr. Ashraf M. Alattar has earned recognition for his academic contributions through numerous publications in international indexed journals, including several in Q1 journals. His collaborative work with international researchers, particularly in the fields of medical imaging, nanotechnology, and photonics, has led to wide citation and indexing across platforms such as Scopus, Web of Science, and Google Scholar. While specific institutional or national awards are not listed in the current profile, his continuous inclusion in international research projects, peer-reviewed publications, and editorial contributions is a testament to his growing impact in the scientific community. His roles as lecturer, co-supervisor, thesis evaluator, and departmental leader have been recognized internally within the academic institutions he has served. Additionally, his participation in high-level continuing education programs and conferences indicates professional esteem.

Research Focus

Dr. Alattar’s research lies at the intersection of laser and molecular physics, nanotechnology, and medical physics. His core focus includes the development of nanomaterials for medical and environmental applications, biocompatible nanoparticles, green synthesis techniques, and aerogel-based materials. A significant part of his work involves studying optical, thermal, and structural properties of synthesized nanoparticles and their use in biomedical imaging, photodetectors, and therapeutic systems. He also explores image processing in medical diagnostics, including retinal image enhancement and segmentation algorithms. His investigations into radiation dosimetry, photonics, and bio-optical applications contribute to both clinical and theoretical advances in medical physics. Dr. Alattar’s interdisciplinary collaborations with international researchers have resulted in impactful publications on topics such as laser-synthesized nanoparticles, optical materials, and environmentally friendly fabrication methods. His research not only pushes the boundaries of applied physics but also addresses real-world health and environmental challenges.

Notable Publications

Modified algorithm to enhance illumination and detail in colour retinal images using the CLAHE technique with a Wiener filter

  • Authors: Mohammed J. Alwazzan, Ashraf M. Alattar
    Journal: Biomedical Signal Processing and Control
    Year: 2025

Investigating the impact of various gantry angles on radiation beam dosage in linear accelerator, laser-assisted chemical scanning: A study conducted in a hospital in Iraq

  • Authors: Ashraf M. Alattar, A. Wesam Al-Mufti, Jafer Fahdel Odah
    Journal: Radiation Physics and Chemistry
    Year: 2025

Laser Fragmentation of Green Tea-synthesized Silver Nanoparticles and Their Blood Toxicity: Effect of Laser Wavelength on Particle Diameters

  • Authors: Ashraf M. Alattar, Israa F. Al-Sharuee, Jafer Fahdel Odah
    Journal: Journal of Medical Physics
    Year: 2024

Nanoparticles Prepared by Spray Pyrolysis Technology for UV Detector Improvement: Study Bacterial Activity with Medical Physics

  • Authors: Ashraf M. Alattar, Sabah Ibrahim Abbas, Ali A. Al-Azawy
    Journal: Plasmonics
    Year: 2024

Study of Molecular Interactions, Optical, and Structural Properties through the Green Synthesis of Selenium Oxide Nanoparticles from Hibiscus sabdarriffal: Biocompatibility for Biophysics

  • Authors: Ali Bahari, Saad I. Esmail, Ashraf M. Alattar
    Journal: Journal of Medical Physics
    Year: 2024

Conclusion

Dr. Ashraf Mohammed Ibrahim Alattar exemplifies the qualities of a leading academic researcher with a strong portfolio in innovative, interdisciplinary science. With continued contributions in nanotechnology and medical physics, Dr. Alattar is poised to further advance scientific knowledge and play a key role in shaping future innovations in healthcare and applied physics. His career reflects sustained academic growth and research integrity.