| 2025 | DeSE | Predicting Primary School Students' Performance in Mathematics Using Multivariate Regression Algorithms. | Rawaa Al-Jumeily, Sulaf Assi, Hoshang Kolivand, Abdullah Al-Hamid, Thar Baker, Dhiya Al-Jumeily Obe |
| 2025 | DeSE | Qualitative and Quantitative Determination of Drugs in Synthetic Oral Fluid Using Surface Enhanced Raman Spectroscopy and Machine Learning Algorithms. | Sulaf Assi, Rory Darling, Megan Wilson, Jason Birkett, Molly Thompson, Duncan Carmichael, Ismail Abbas, Jan Lunn, Dhiya Al-Jumeily Obe |
| 2025 | DeSE | Onspot Identification of Street Drugs using Portable Fourier Transform Infrared Spectroscopy. | Sulaf Assi, Catarina Moreira Neves, Jason Birkett, Thomas Coombs, Nikky Jones, Dhiya Al-Jumeily Obe |
| 2025 | DeSE | Prediction of Cocaine Content Using Handheld Near-Infrared and Raman Spectroscopy and Partial Least Square Regression. | Sulaf Assi, Lily Parsons, Jason Birkett, Thomas Coombs, Megan Wilson, Leung Tang, Ana Blanco, Sam Walker, Dhiya Al-Jumeily Obe |
| 2025 | DeSE | Portable Near-Infrared and Raman Spectroscopy with Chemometrics for Detecting Counterfeit Antibiotics. | Thomas Coombs, Ffreuer Paynter, Dhiya Al-Jumeily Obe, Kdasy Hamad Al Munif, Ana Blanco, Maha Mahmood, Leung Tang, Sam Walker, Sulaf Assi |
| 2025 | DeSE | Detection of Drugs in Artificial Saliva Using Infrared and Raman Spectroscopy. | Megan Wilson, Chloe Donlan, Jason Birkett, Ismail Abbas, Dhiya Al-Jumeily Obe, Sulaf Assi |
| 2025 | DeSE | Detection of Cardiovascular Diseases and Diabetes Mellitus in Fingernails Using Scanning Electron Microscopy and Machine Learning. | Megan Wilson, Dhiya Al-Jumeily Obe, Jason Birkett, Iftikhar Khan, Ismail Abbas, Sulaf Assi |
| 2024 | DeSE | Artificial Intelligence and Advanced Technologies for Managing Iraqi water Resources. | Sulaf Assi, Wasiq Khan, Dhiya Al-Jumeily Obe |
| 2024 | DeSE | Evaluating Handheld Spectroscopic Techniques and Machine Learning Algorithms. | Jade Bradbury, Thomas Coombs, Dhiya Al-Jumeily Obe, Jason Birkett, Sulaf Assi |
| 2024 | DeSE | Identification of Cosmetics Using Near-Infrared Spectroscopy. | Jordan Thomas, Sarah Rowlands, Dhiya Al-Jumeily Obe, Tilak Ginige, Sulaf Assi |
| 2024 | DeSE | Comparing surface-enhanced Raman spectroscopy and Raman microscopy with machine learning for the authentication of Covid-19 vaccines. | Megan Watson, Dhiya Al-Jumeily Obe, Jason Birkett, Iftikhar Khan, Matthew Harper, Sulaf Assi |
| 2024 | DeSE | Using Near-Infrared Spectroscopy and Machine Learning Algorithms for the Detection of Cardiovascular Diseases and Diabetes Mellitus in Fingernails. | Megan Wilson, Dhiya Al-Jumeily Obe, Ismail Abbas, Iftikhar Khan, Jason Birkett, Matthew Harper, Sulaf Assi |
| 2023 | DeSE | Task Scheduling in IoT Cloud-Fog Environment Utilising a Hybrid Method and Firefly Algorithm. | Ahmed Abd Al-Kadem Hadi, Mujtaba Zuhair Al-Amshawi, Mohammed Al-Khafajiy, Dhiya Al-Jumeily Obe, Rusul Almurshedi, Ahmed J. Aljaaf |
| 2023 | DeSE | Use of Raman and Fourier Transform Infrared Spectroscopy as a Quality Control of 3D printed Linalool Fast Dissolving Oral Films. | Molly Thompson, Sulaf Assi, Dhiya Al-Jumeily Obe, Alice Patricia McCloskey, Satyajit D. Sarker, Leung Tang, Fazreelia Abu Mohamed, Megan Wilson, Touraj Ehtezazi |
| 2023 | DeSE | Palm-sized Near-Infrared Spectroscopy and Machine Learning Analytics for the Detection of Endogenous Constituents and Drugs in Human Fingernails. | Megan Wilson, Dhiya Al-Jumeily Obe, Ismail Abbas, Iftikhar Khan, Jason Birkett, Leung Tang, Sulaf Assi |
| 2023 | DeSE | Identification of Diagnostic Biomarkers for Cardiovascular Diseases and Diabetes Mellitus Through Raman Spectroscopy and Machine Learning Algorithms. | Megan Wilson, Dhiya Al-Jumeily Obe, Ismail Abbas, Iftikhar Khan, Jason Birkett, Leung Tang, Sulaf Assi |