CAN-PINN: A fast physics-informed neural network based on coupled-automatic–numerical differentiation method PH Chiu, JC Wong, C Ooi, MH Dao, YS Ong Computer Methods in Applied Mechanics and Engineering 395, 114909, 2022 | 183 | 2022 |
Statistical modeling reveals the effect of absolute humidity on dengue in Singapore HY Xu, X Fu, LKH Lee, S Ma, KT Goh, J Wong, MS Habibullah, GKK Lee, ... PLoS neglected tropical diseases 8 (5), e2805, 2014 | 128 | 2014 |
Learning in sinusoidal spaces with physics-informed neural networks JC Wong, CC Ooi, A Gupta, YS Ong IEEE Transactions on Artificial Intelligence 5 (3), 985-1000, 2022 | 74 | 2022 |
Will the US economy recover in 2010? A minimal spanning tree study Y Zhang, GHT Lee, JC Wong, JL Kok, M Prusty, SA Cheong Physica A: Statistical Mechanics and its Applications 390 (11), 2020-2050, 2011 | 72 | 2011 |
Cutaneous horns: clues to invasive squamous cell carcinoma being present in the horn base J Pyne, D Sapkota, JC Wong Dermatology practical & conceptual 3 (2), 3, 2013 | 44 | 2013 |
Detecting macroeconomic phases in the Dow Jones Industrial Average time series JC Wong, H Lian, SA Cheong Physica A: Statistical Mechanics and its Applications 388 (21), 4635-4645, 2009 | 28 | 2009 |
Squamous cell carcinoma: variation in dermatoscopic vascular features between well and non-well differentiated tumors J Pyne, D Sapkota, JC Wong Dermatology practical & conceptual 2 (4), 2012 | 27 | 2012 |
A part-scale, feature-based surrogate model for residual stresses in the laser powder bed fusion process G Dong, JC Wong, L Lestandi, J Mikula, G Vastola, MH Jhon, MH Dao, ... Journal of Materials Processing Technology 304, 117541, 2022 | 23 | 2022 |
Can transfer neuroevolution tractably solve your differential equations? JC Wong, A Gupta, YS Ong IEEE Computational Intelligence Magazine 16 (2), 14-30, 2021 | 20 | 2021 |
Aggressive basal cell carcinoma: dermatoscopy vascular features as clues to the diagnosis J Pyne, D Sapkota, JC Wong Dermatology Practical & Conceptual 2 (3), 2012 | 19 | 2012 |
Improved surrogate modeling of fluid dynamics with physics-informed neural networks JC Wong, C Ooi, PH Chiu, MH Dao arXiv preprint arXiv:2105.01838, 2021 | 15 | 2021 |
Reducing false arrhythmia alarms in the ICU SK Teo, JC Wong, B Yang, F Yang, L Feng, TW Lim, Y Su 2015 Computing in Cardiology Conference (CinC), 1177-1180, 2015 | 11 | 2015 |
Keratoacanthoma versus invasive squamous cell carcinoma: a comparison of dermatoscopic vascular features in 510 cases JH Pyne, G Windrum, D Sapkota, JC Wong Dermatology Practical & Conceptual 4 (3), 37, 2014 | 11 | 2014 |
Graph neural network based surrogate model of physics simulations for geometry design JC Wong, CC Ooi, J Chattoraj, L Lestandi, G Dong, U Kizhakkinan, ... 2022 IEEE Symposium Series on Computational Intelligence (SSCI), 1469-1475, 2022 | 10 | 2022 |
LSA-PINN: Linear boundary connectivity loss for solving PDEs on complex geometry JC Wong, PH Chiu, C Ooi, MH Dao, YS Ong 2023 International Joint Conference on Neural Networks (IJCNN), 1-10, 2023 | 9 | 2023 |
Assessment of several machine learning methods towards reliable prediction of hormone receptor binding affinity JC Wong, J Zidar, J Ho, Y Wang, KK Lee, J Zheng, MB Sullivan, X You, ... Chemical Data Collections 9, 114-124, 2017 | 8 | 2017 |
Causal links in US economic sectors GHT Lee, Y Zhang, JC Wong, M Prusty, SA Cheong arXiv preprint arXiv:0911.4763 25, 2009 | 6 | 2009 |
Fourier warm start for physics-informed neural networks G Jin, JC Wong, A Gupta, S Li, YS Ong Engineering Applications of Artificial Intelligence 132, 107887, 2024 | 4 | 2024 |
Neuroevolution of physics-informed neural nets: benchmark problems and comparative results N Sung, JC Wong, CC Ooi, A Gupta, PH Chiu, YS Ong Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 4 | 2023 |
FastFlow: AI for Fast Urban Wind Velocity Prediction SJ Low, VSG Raghavan, H Gopalan, JC Wong, J Yeoh, CC Ooi 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 147-154, 2022 | 4 | 2022 |