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Academic Profile

Professor Cheng Siong Chin

Chair Professor of Intelligent Systems Modelling & Simulation·Director of Research

Faculty of Science, Agriculture, and Engineering, Newcastle University Singapore

Director, Newcastle University–NVIDIA Joint Laboratory

170+Publications
8Books
7Patents
11Key Grants
11Editorial Roles

Sourced from CV (Jul 2026) and ORCID 0000-0001-5153-0675.

Selected publications — full list of 170+ works available on request.

  1. 01

    Encoder-decoder based active learning approach for corrosion segmentation in industrial and lab environments

    Z.Q. Chee, C.S. Chin, H. Chen, Z.J. Choong, J.J. Chong, C. Canturri, T. Portafaix, S.J. Tan · Advanced Engineering Informatics, 71, Part C, 104366 · 2026

    Journal
  2. 02

    Predefined-time sliding mode control for position and attitude of quadrotor with variable exponent coefficients

    Hou L, Zhang J, Yu Z, Wang X, Chin CS · Scientific Reports, 15(1), 39720 · 2025

    Journal
  3. 03

    Optimized Sequential Agentic AI-Guided Trainable Hybrid Activation Functions for Solar Irradiance Forecasting

    N.T. Koh, A. Sharma, J. Xiao, C.S. Chin, J.X. Chin, W.L. Woo · IEEE Access, 13, 149976-149990 · 2025

    Journal
  4. 04

    Advancing Sustainable Green Shipping: Carbon Capture, Utilization, and Storage Through Simulation Technologies

    CS. Chin, CZ. Zhang · IEEE Electrification Magazine, 13(3), 69-76 · 2025

    Journal
  5. 05

    AdaSpline-Net for Improved Short-Term Solar Irradiance Forecasting

    N.T. Koh, A. Sharma, J. Xiao, C.S. Chin, C.J. Xing, W.L. Woo · IEEE Access, 13, 85156-85169 · 2025

    Journal
  6. 06

    A Comparative Study of Cutting-edge Bi-Directional Power Converters and Intelligent Control Methodologies for Advanced Electric Mobility

    P. Muthukumar, M. Venkateshkumar, CS. Chin · IEEE Access, 12, 28710-28752 · 2024

    Journal
  7. 07

    Survey of Mushroom Harvesting Agricultural Robots and Systems Design

    BS. Wee, CS. Chin, A. Sharma · IEEE Transactions on AgriFood Electronics, 2(1), 59-80 · 2024

    Journal
  8. 08

    Lightweight Convolutional-iConformer for Sound Event Detection

    TK. Chan, CS. Chin* · IEEE Transactions on Artificial Intelligence, 4(4), 910-921 · 2023

    Journal
  9. 09

    Robust Genetic Algorithm and Fuzzy Inference Mechanism Embedded in Sliding-Mode Controller for Uncertain Underwater Robot

    CS. Chin*, WP. Lin · IEEE/ASME Transactions on Mechatronics, 23(2), 655-666 · 2018

    Journal
  10. 10

    A Comprehensive Review of Driver Behavior Analysis Utilizing Smartphones

    T.K. Chan, C.S. Chin, H. Chen, X. Zhong · IEEE Transactions on Intelligent Transportation Systems, 21(10), 4444-4475 · 2020

    Journal
  11. 11

    Imagining the Rare: Diffusion-Augmented and Few-Shot Learning Approaches for Severely Imbalanced Mushroom Species Classification

    V. Khurana, CS. Chin, BS. Wee, H. Liang · 5th International Conference on Robotics, Automation, and Artificial Intelligence (RAAI 2025), Singapore · 2025

    Conference
  12. 12

    YOLOv5 and Residual Network for Intelligent Text Recognition on Degraded Serial Number Plates

    AYX. Tham, CS. Chin · EANN/EAAAI 2024, 25th Int. Conf. on Engineering Applications of Neural Networks, Corfu, Greece · 2024

    Conference
  13. 13

    GAIANet: Accelerating Atmospheric Chemistry Modelling with Deep Learning and Fourier Neural Operators

    J. Adie, C. Chin, J. Li, S. See · SupercomputingAsia 2024, Sydney, Australia · 2024

    Conference
  14. 14

    Visual Marine Debris Detection Using YOLOV5s for Autonomous Underwater Vehicle

    CS. Chin, A. Neo, S. See · IEEE/ACIS 22nd Int. Conf. on Computer and Information Science (ICIS 2022), Zhuhai, China · 2022

    Conference
  15. 15

    Deep Transfer Learning Application for Intelligent Marine Debris Detection

    Chia, K.Y., Chin, C.S., See, S. · Engineering Applications of Neural Networks (EANN 2023), CCIS vol. 1826, Springer · 2023

    Book Chapter
  16. 16

    Sliding-Mode Control of STENA DRILLMAX Drillship with Environmental Disturbances for Dynamic Positioning

    Chin C.S.*, Lio C.S. · Proc. 11th Int. Conf. on Modelling, Identification and Control (ICMIC2019), LNEE vol. 582, Springer · 2020

    Book Chapter
  17. 17

    Intelligent Fouling Detection System using Haar-like Cascade Classifier with Neural Networks

    CS Chin*, JT Si, AS Clare, M Ma · Advances in Computer Communication and Computational Sciences, AISC vol. 760, Springer · 2018

    Book Chapter
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