Vol. 2 No. 1 (2025): Frontiers in Applied Physics and Mathematics

Articles

• Scalable Blockchain Fraud Detection Using Spatial-Temporal Graph Neural Networks

  Andrew Harper, Miriam D. Lee (Author)

  1-12

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• Simulation of Power Grid Resilience: An AI Approach to Assessing Vulnerability and Aiding Real- Time Response

  Yue Wang (Author)

  21-34

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• Efficient Large Language Model Compression via Post-Training Quantization and Knowledge Distillation

  Zhi Ci, Jianggu Xi, Yongkan Zhou (Author)

  35-49

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• Predicting Consumer Confidence Index Using Social Media Sentiment Analysis

  Yan Li, Xiaowei Wang , Jing Chen (Author)

  77-97

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• Evaluating the Incremental Value of E-commerce Promotional Campaigns: An Uplift Modeling Approach

  Hongwei Wu, Yajing Zhu (Author)

  98-113

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• Behavior Path Analysis for Blockchain Fraud Detection Using Graph Neural Architectures

  Minh T. Le, Oliver Harris, Charlotte Bennett, Fiona Greene (Author)

  13-20

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• Towards Sustainable Cold Storage: A Hybrid CFD–ML Approach to Temperature and Energy Optimization

  Hailey Scott (Author)

  50-61

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• Parameter-Driven Efficiency Evaluation of Solar Thermal Collectors Using CFD–ML Integration

  Olivia Adams (Author)

  62-76

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