04 Research output

Publications

Peer-reviewed output from the lab and its principal investigators. Listings are drawn from the Monash Pure research records of Mohd-Zulhilmi Paiz Ismadi and Wang Xin; citation counts are Scopus figures at time of export.

  1. Impact of gas density, leakage pressure, and solid content on gas plume dynamics in soil slurries: a holistic perspective of underwater pipeline leaks

    Kho, J. C., Wong, Z. Z., Ismadi, M. Z., Lim, C. H., Chai, S. P. & Raghunandan, M. E.

    Journal of Ocean Engineering and Science 11(2), 428–444 · 1 citation · Open access

    2026 Structural health

  2. Mushroom growth stage detection and maturity prediction using lightweight vision and logistic models for smart cultivation

    Fan, W., Chiew, Y. S., Ooi, E. H. & Wang, X.

    Smart Agricultural Technology 13, 101798 · Open access

    2026 Vision & inspection

  3. A parameterless approach for long-term creep prediction in concrete using hybrid CNN-transformer model

    Li, C., Lim, C. H., Wang, Q., Kong, S. Y. & Wang, X.

    Structural Health Monitoring (accepted / in press) · 2 citations · Open access

    2025 Structural health

  4. GMM-based VAE model with Normalising Flow for effective stochastic segmentation

    Li, C., Lim, C. H. & Wang, X.

    Advances in Neural Information Processing Systems 38 (NeurIPS 2025) · Open access

    2025 Vision & inspection

  5. Learning-based image reconstruction for spatial-variant single-pixel imaging

    Shin, Z., Pua, C. H., Chai, T. Y., Wang, X. & Chua, S. Y.

    Journal of Communications Software and Systems 21(3), 262–269 · Open access

    2025 Vision & inspection

  6. 3D profile-based pothole segmentation and quantification

    Pan, Z., Guan, J., Yang, X., Guo, A. & Wang, X.

    International Journal of Hydromechatronics 7(1), 16–30 · 9 citations

    2024 Vision & inspection

  7. A comparative study of deep learning models for image super-resolution

    Lim, J. Y., Chiew, Y. S., Phan, R. C. W. & Wang, X.

    Asia Conference on Electronic Technology (ACET 2024), SPIE 13211

    2024 Vision & inspection

  8. Enhancing single-pixel imaging reconstruction using hybrid transformer network with adaptive feature refinement

    Lim, J., Chiew, Y., Phan, R. C. W., Chong, E. K. P. & Wang, X.

    Optics Express 32(18), 32370–32386 · 9 citations · Open access

    2024 Vision & inspection

  9. One-stage 3D profile-based pavement crack detection and quantification

    Pan, Z., Guan, J., Yang, X., Fan, K., Ong, J. C. H., Guo, N. & Wang, X.

    Automation in Construction 153, 104946 · 48 citations · Open access

    2024 Vision & inspection

  10. Unharvested palm fruit bunch ripeness detection with hybrid colour correction

    Chang, C., Parthiban, R., Kalavally, V., Hung, Y. M. & Wang, X.

    Smart Agricultural Technology 9, 100643 · 12 citations · Open access

    2024 Vision & inspection

  11. A comparison between Fourier and Hadamard single-pixel imaging in deep learning-enhanced image reconstruction

    Lim, J. Y., Roslan, M. R., Lim, J. Y., Monn Baskaran, V., Chiew, Y. S., Phan, R. C. W. & Wang, X.

    IEEE Sensors Letters 7(9), 2475–1472 · 10 citations

    2023 Vision & inspection

  12. A deep context learning based PCB defect detection model with anomalous trend alarming system

    Lim, J. Y., Lim, J. Y., Baskaran, V. M. & Wang, X.

    Results in Engineering 17, 100968 · 89 citations · Open access

    2023 Vision & inspection

  13. Active mode single-pixel non-line-of-sight imaging system based on second-order correlation and diffraction

    Li, M., Xu, X., Wang, X., Yao, Z. & Wang, X.

    Journal of Optics 25(1), 015702 · 3 citations

    2023 Vision & inspection

  14. Automatic pavement crack segmentation using a generative adversarial network (GAN)-based convolutional neural network

    Pan, Z., Lau, S. L. H., Yang, X., Guo, N. & Wang, X.

    Results in Engineering 19, 101267 · 44 citations · Open access

    2023 Vision & inspection

  15. Feature pyramid network with self-guided attention refinement module for crack segmentation

    Ong, J. C., Lau, S. L. L., Ismadi, M.-Z. & Wang, X.

    Structural Health Monitoring 22(1), 672–688 · 49 citations

    2023 Vision & inspection DOI

  16. Passive flow-field control using dimples for performance enhancement of horizontal axis wind turbine

    Azlan, F., Tan, M. K., Tan, B. T. & Ismadi, M. Z.

    Energy 271, 127090 · 23 citations · Open access

    2023 Wider engineering

  17. Single-pixel image reconstruction based on block compressive sensing and convolutional neural network

    Lau, S. L. H., Lim, J., Chong, E. K. P. & Wang, X.

    International Journal of Hydromechatronics 6(3), 258–273 · 21 citations

    2023 Vision & inspection

  18. Single-stripe-enhanced spacetime stereo reconstruction for concrete defect identification

    Hua, L., Deng, J., Shi, Z., Wang, X. & Lu, Y.

    Automation in Construction 156, 105136 · 10 citations · Open access

    2023 Vision & inspection

  19. A hybrid method for pavement crack width measurement

    Ong, J. C. H., Ismadi, M.-Z. P. & Wang, X.

    Measurement 197, 111260 · 38 citations

    2022 Vision & inspection

  20. A laboratory prototype of automatic pavement crack sealing based on a modified 3D printer

    Liu, J., Yang, X., Wang, X. & Yam, J. W.

    International Journal of Pavement Engineering 23(9), 2969–2980 · 43 citations

    2022 Vision & inspection

  21. Transparent object reconstruction based on compressive sensing and super-resolution convolutional neural network

    Mathai, A., Mengdi, L., Lau, S., Guo, N. & Wang, X.

    Photonic Sensors 12(4), 220413 · 9 citations · Open access

    2022 Vision & inspection

  22. Acoustic enhancement of aerobic greywater treatment processes

    Chan, J. S., Poh, P. E., Ismadi, M. Z. P., Yeo, L. Y. & Tan, M. K.

    Journal of Water Process Engineering 44, 102321 · 6 citations

    2021 Wider engineering

  23. Advancements in fibre-reinforced polymer composite materials damage detection methods: towards achieving energy-efficient SHM systems

    Ahmed, O., Wang, X., Tran, M.-V. & Ismadi, M.-Z.

    Composites Part B: Engineering 223, 109136 · 190 citations

    2021 Structural health

  24. Investigation on universal tool wear measurement technique using image-based cross-correlation analysis

    Fong, K. M., Wang, X., Kamaruddin, S. & Ismadi, M. Z.

    Measurement 169, 108489 · 72 citations

    2021 Vision & inspection

  25. Nanofiltration using graphene-epoxy filter media actuated by surface acoustic waves

    Chan, J. S., Hung, Y. M., Ismadi, M. Z. P., Yeo, L. Y. & Tan, M. K.

    Physical Review Applied 15(3), 034078 · 7 citations

    2021 Wider engineering

  26. Review on optimisation methods of wind farm array under three classical wind condition problems

    Azlan, F., Kurnia, J. C., Tan, B. T. & Ismadi, M.-Z.

    Renewable and Sustainable Energy Reviews 135, 110047 · 80 citations

    2021 Wider engineering

  27. Enhancement of biogas/air combustion by hydrogen addition at elevated temperatures

    Nurmukan, D., Chen, T. J. M., Hung, Y. M., Ismadi, M. Z., Chong, C. T. & Tran, M. V.

    International Journal of Energy Research 44(3), 1519–1534 · 12 citations

    2020 Wider engineering

  28. Enhancing greywater treatment via MHz-order surface acoustic waves

    Chan, J. S., Poh, P. E., Ismadi, M. Z. P., Yeo, L. Y. & Tan, M. K.

    Water Research 169, 115187 · 9 citations

    2020 Wider engineering

  29. A comparative analysis of attainment of program outcomes for courses with and without the use of modern tools

    Ovinis, M., Karuppanan, S., Sulaiman, S. A., Melor, P. S., Paiz, M. Z. & Urquia, A.

    UTP-UMP-VIT Symposium on Energy Systems (SES 2018), MATEC Web of Conferences 225 · 6 citations · Open access

    2018 Wider engineering

  30. Aligning student projects and curriculum design in mechanical engineering design courses to meet the needs of local industries

    Jen Nee, L., Ismadi, M. Z. P., Boon Thong, T. & Wordley, S.

    Australasian Association for Engineering Education (AAEE 2018) · Open access

    2018 Wider engineering

  31. Impact of capacity loss factors in front-of-line IC packaging on production performance: a case study

    Yen, L. H., Kamaruddin, S., Ismadi, Z. P., Prakash, J. & Mehat, N. M.

    International Conference on Industrial Engineering and Operations Management (IEOM 2018), 910–919

    2018 Wider engineering

  32. Implementation of team-teaching in a large class through a flipped learning approach for an engineering design unit

    Ismadi, M. Z. P., Jen Nee, L. & Wordley, S.

    Australasian Association for Engineering Education (AAEE 2018) · Open access

    2018 Wider engineering

  33. The need of computer modelling and simulation (CMS) competency among employers in Malaysia

    Ismadi, M. Z. P., Kurnia, J. C., Sulaiman, S. A., Hassan, S., Awang, M., Yusoff, P. S. M. M. & Urquia, A.

    UTP-UMP-VIT Symposium on Energy Systems (SES 2018), MATEC Web of Conferences 225 · Open access

    2018 Wider engineering

  34. Wear detection of drill bit by image-based technique

    Sukeri, M., Paiz Ismadi, M. Z., Othman, A. R. & Kamaruddin, S.

    3rd International Conference on Mechanical, Manufacturing and Process Plant Engineering (ICMMPE 2017), IOP Conf. Ser. Mater. Sci. Eng. 328 · 9 citations · Open access

    2018 Vision & inspection

  35. Mitigating stress concentration through defense hole system for improvement in bearing strength of composite bolted joint, Part 1: numerical analysis

    Othman, A. R., Jadee, K. J. & Ismadi, M. Z.

    Journal of Composite Materials 51(26), 3685–3699 · 11 citations

    2017 Wider engineering

  36. Determination of optimal PDC cutters geometry for multi-response optimization using the Taguchi method

    Jamaludin, A. A. B., Kamaruddin, S. B., Othman, A. R. B. & Ismadi, M. Z. P.

    ARPN Journal of Engineering and Applied Sciences 11(22), 13410–13414 · 1 citation · Open access

    2016 Wider engineering

  37. Optimization of agitation speed in spinner flask for microcarrier structural integrity and expansion of induced pluripotent stem cells

    Gupta, P., Ismadi, M. Z. P., Verma, P. J., Fouras, A., Jadhav, S., Bellare, J. & Hourigan, K.

    Cytotechnology 68(1), 45–59 · 47 citations

    2016 Wider engineering

  38. The microstructure, physical and mechanical properties of silicon carbide with alumina and yttria as sintering additives

    Johari, M. I. A., Mustapha, M., Mamat, O., Kakooei, S., Ginta, T. L. & Ismadi, M. Z. P.

    ARPN Journal of Engineering and Applied Sciences 11(22), 13300–13304 · 3 citations · Open access

    2016 Wider engineering

  39. Experimental characterisation of fluid mechanics in a spinner flask bioreactor

    Ismadi, M. Z. P., Hourigan, K. & Fouras, A.

    Processes 2(4), 753–772 · 32 citations · Open access

    2014 Wider engineering

  40. Flow characterization of a spinner flask for induced pluripotent stem cell culture application

    Ismadi, M. Z. P., Gupta, P., Fouras, A., Verma, P. J., Jadhav, S., Bellare, J. & Hourigan, K.

    PLoS ONE 9(10), e106493 · 80 citations · Open access

    2014 Wider engineering DOI

  41. Optimisation of a stirred bioreactor through the use of a novel holographic correlation velocimetry flow measurement technique

    Ismadi, M. Z. P., Higgins, S. P. A., Samarage, C. R., Paganin, D., Hourigan, K. & Fouras, A.

    PLoS ONE 8(6), e65714 · 10 citations · Open access

    2013 Wider engineering DOI

  42. Experimental control of vortex breakdown by density effects

    Ismadi, M., Meunier, P., Fouras, A. & Hourigan, K.

    Physics of Fluids 23(3), 1–9 · 23 citations

    2011 Wider engineering DOI