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Wei Zhang

Singapore Institute of Technology

10 Dover Drive

Singapore, 138683

Singapore

  • Singapore Institute of Technology

SCHOLARLY PAPERS

3

DOWNLOADS

114

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

KnowDiff: Knowledge-Regulated Dual-Stream Diffusion for Robust Battery Prognostics

Number of pages: 22 Posted: 05 Dec 2025
Zhengyi Kwan, Wei Zhang, Aik Beng Ng, Zhengkui Wang and Simon See
Singapore Institute of Technology, Singapore Institute of Technology, affiliation not provided to SSRN, Singapore Institute of Technology and NVIDIA
Downloads 75 (844,901)

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Battery health, diffusion modelling, knowledge-regulated machine learning

2.

Dgat: Dynamic Graph Attention-Transformer Network for Battery State of Health Multi-Step Estimation

Number of pages: 17 Posted: 07 Apr 2025
wang lei, Wei Zhang, WEI LI and Xue Ke
Wuhan University, Singapore Institute of Technology, National University of Singapore (NUS) and Wuhan University
Downloads 30 (1,318,317)

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State of health estimation, dynamic graph attention-Transformer, spatiotemporal dependencies, Battery health monitoring, Graph attention network

3.

An Agentic AI Framework with Large Language Models and Chain-of-Thought for UAV-Assisted Logistics Scheduling with Mobile Edge Computing

Number of pages: 24 Posted: 05 Jun 2026
Hanwen Zhang, Dusit Niyato, Wei Zhang, Xin Lou and Malcolm Yoke Hean Low
affiliation not provided to SSRN, Nanyang Technological University, Singapore Institute of Technology, affiliation not provided to SSRN and Singapore Institute of Technology - Infocomm Technology
Downloads 9

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large language models, Generative artificial intelligence, Cloud manufacturing, Chain-of-thought, Internet of Things