Vol. 2 No. 1 (2026) Jan-Mar

Articles

• Deep Learning-Augmented Finite Element Framework for Efficient Structural Analysis

  P. Sakthi Murugan (Author)

  1-10

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• Scalable Parallel Graph-Based Algorithms for Complex Network Simulations

  P. Sedhupathy (Author)

  11-19

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• Uncertainty-Guided Reduced-Order Models for Real-Time System Prediction

  G. Balaji (Author)

  20-28

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• Self-Supervised Scientific Machine Learning Framework for Data-Scarce Simulations

  Janarthanam S (Author)

  29-36

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• Adaptive Error-Guided Hybrid Numerical–AI Framework for Nonlinear Multiscale PDE Systems

  K. Kavin Prabhu (Author)

  37-51

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