28 citations
- Institute of Materials Research and EngineeringSG12 papers
- National University of SingaporeSG12 papers
- Centre for Quantum TechnologiesSG9 papers
- Nanyang Technological UniversitySG9 papers
- Institute of High Performance ComputingSG8 papers
- Institute for Infocomm ResearchSG7 papers
- Singapore University of Technology and DesignSG5 papers
- Singapore Institute of Manufacturing TechnologySG4 papers
- Australian National UniversityAU3 papers
- Centre for Quantum Computation and Communication TechnologyAU3 papers
- Harbin Institute of TechnologyCN3 papers
- Indian Institute of Technology GoaIN3 papers
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cs.CE2026★ 27 cited
FFV-PINN: A Fast Physics-Informed Neural Network with Simplified Finite Volume Discretization and Residual Correction
Chang Wei, Yuchen Fan, Jian Cheng Wong +3
Physics-informed neural networks (PINNs) have emerged as a major research focus. However, today's PINNs encounter several limitations. Firstly, during the construction of the loss…
cs.CE2026
PINEAPPLE: Physics-Informed Neuro-Evolution Algorithm for Prognostic Parameter Inference in Lithium-Ion Battery Electrodes
Karkulali Pugalenthi, Jian Cheng Wong, Qizheng Yang +4
Accurate, real-time, yet non-destructive estimation of internal states in lithium-ion batteries is critical for predicting degradation, optimizing usage strategies, and extending o…