Projects per year
Personal profile
Biography
Dr. Lim Lam Ghai earned his Bachelor’s, Master of Science, and PhD in Electrical and Electronics Engineering from Universiti Teknologi PETRONAS, Malaysia. Currently, he is a lecturer at the School of Engineering, Monash University Malaysia.
His research focuses on advancing non-invasive neuroimaging technologies, with a particular emphasis on functional near-infrared spectroscopy (fNIRS). This modality uses light to measure hemodynamic responses in the brain, offering insights into neural activity without requiring invasive procedures. Dr. Lim's work aims to enhance the clinical applicability of fNIRS for diagnosing and monitoring neurological and psychiatric conditions, improving the understanding of brain function, and advancing mental health research.
Additionally, Dr. Lim is dedicated to leveraging artificial intelligence (AI) algorithms to revolutionize the agriculture sector. His research in this domain includes developing AI-driven solutions for precision farming, such as optimizing crop management, improving yield predictions, and designing autonomous systems for monitoring and enhancing agricultural productivity. His multidisciplinary approach bridges engineering, neuroscience, and agricultural innovation, driving impactful research in both health and sustainable development.
Monash teaching commitment
ENG1014 - Engineering Numerical Analysis (Unit Coordinator)
TRC5901 - Applied Artificial Intelligence (Chief Examiner)
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Electrical and Electronics Engineering, Doctor of Philosophy, Universiti Teknologi Petronas (University of Technology Petronas)
Award Date: 10 Jan 2022
Electrical and Electronics Engineering, Master of Science, Universiti Teknologi Petronas (University of Technology Petronas)
Award Date: 15 Oct 2017
Electrical and Electronics Engineering, Bachelor of Engineering, Universiti Teknologi Petronas (University of Technology Petronas)
Award Date: 19 Oct 2014
Research area keywords
- Neuroimaging
- Precision Agriculture
- Machine Learning
- Deep Learning
Collaborations and top research areas from the last five years
Projects
- 1 Active
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An adaptive block-design paradigm with a novel deep learning-assisted approach for better cognitive load estimation
Lam Ghai, L. (Primary Chief Investigator (PCI)), Chee Pin, T. (Chief Investigator (CI)), Ting, C.-M. (Chief Investigator (CI)), Monn, V. (Chief Investigator (CI)), Tang, T. B. (Chief Investigator (CI)) & Ho, C. M. R. (Chief Investigator (CI))
1/10/23 → 30/09/26
Project: Research
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A critical review on advancements and challenges in CO2 gas separation via 6FDA-based membranes
Darban, M. A., Lock, S. S. M., Ilyas, S. U., Waqas, S., Lim, L. G., Lock, I. S. M., Kang, D. Y., Othman, M. H. D., Yiin, C. L., Hira, N. E. & Bashir, Z., Jun 2025, In: Carbon Capture Science and Technology. 15, 35 p., 100423.Research output: Contribution to journal › Review Article › Research › peer-review
Open Access4 Citations (Scopus) -
Molecular simulation and ANN modelling for Cadmium (Cd) and Lead (Pb) adsorption from water using zeolites
Hira, N. E., Lock, S. S. M., Lim, L. G., Arshad, U., Darban, M. A., Farooqi, A. S., Ilyas, S. U. & Yiin, C. L., Mar 2025, In: Results in Engineering. 25, 23 p., 104517.Research output: Contribution to journal › Article › Research › peer-review
Open Access9 Citations (Scopus) -
Silica/Polyimide Mixed Matrix Membrane for CO2/CH4 and O2/N2 Gas Separation: A Computational Approach
Liew, X. J., Lock, S. S. M., Darban, M. A., Ilyas, S. U., Lim, L. G., Yiin, C. L., Lock, I. S. M. & Chin, B. L. F., 10 Sept 2025, In: Journal of Applied Polymer Science. 142, 34, 21 p., e57335.Research output: Contribution to journal › Article › Research › peer-review
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Altered functional connectivity subserving expressed emotion environments in schizophrenia: An fNIRS study
Wang, C., Zhang, Y., Chong, J. S., Zhang, W., Zhang, X., McIntyre, R. S., Li, Z., Ho, R. C. M., Tang, T. B. & Lim, L. G., Aug 2024, In: Schizophrenia Research. 270, p. 178-187 10 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
A review on recent advances of cellulose acetate membranes for gas separation
Bashir, Z., Lock, S. S. M., Hira, N. E., Ilyas, S. U., Lim, L. G., Lock, I. S. M., Yiin, C. L. & Darban, M. A., 18 Jun 2024, In: RSC Advances. 14, 27, p. 19560-19580 21 p.Research output: Contribution to journal › Review Article › Research › peer-review
Open Access32 Citations (Scopus)
Prizes
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1st International Innovation Competition in Social Sciences Education
Lam Ghai, L. (Recipient), 2025
Prize: Prize (including medals and awards)
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IChemE Training & Development Award
Lam Ghai, L. (Recipient), 2022
Prize: Prize (including medals and awards)
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IEEE SPS Malaysia Research Excellence Award - Best PhD Thesis
Lam Ghai, L. (Recipient), 2022
Prize: Prize (including medals and awards)
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International Exhibition & Symposium on Productivity, Innovation, Knowledge & Education
Lam Ghai, L. (Recipient), 2023
Prize: Prize (including medals and awards)
Activities
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Annals of General Psychiatry (Journal)
Lam Ghai, L. (Peer reviewer)
2025Activity: Publication peer-review and editorial work types › Peer review responsibility
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Infrared Physics and Technology (Journal)
Lam Ghai, L. (Peer reviewer)
2025Activity: Publication peer-review and editorial work types › Peer review responsibility
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Journal of Innovative Optical Health Sciences (Journal)
Lam Ghai, L. (Peer reviewer)
2025Activity: Publication peer-review and editorial work types › Peer review responsibility
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Behavioural Brain Research (Journal)
Lam Ghai, L. (Peer reviewer)
2025Activity: Publication peer-review and editorial work types › Peer review responsibility
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Progress in Neuro-Psychopharmacology and Biological Psychiatry (Journal)
Lam Ghai, L. (Peer reviewer)
2025Activity: Publication peer-review and editorial work types › Peer review responsibility