Vol. 6 No. 1

2026

Articles

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  Congestion Estimation for Expressway Service Areas Under Vehicle Entry-Exit and Dwell-Time Data Using an Improved DLinear-MoE Model

  Martin Kováč, Peter Hudec, Tomáš Švec
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  Impedance Spectroscopy and Operating History Driven Solid Oxide Fuel Cell Degradation Prediction Using TD3 GraphMPC

  Žan Vidmar, Matej Kranjc
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  Masked GraphTransformer Multi-Source Fusion Model for Ceramic Sintering Shrinkage Prediction

  Mika Nieminen, Kalle Virtanen, Antti Laine
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  Koopman GRU Improved Model for Creep Life Estimation of Superalloys under Composition and Heat Treatment Descriptors

  Kenta Nakamura, Takashi Yamamoto, Daichi Suzuki, Hiroshi Tanaka
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  PPO CVaR Multisource Fusion Model for Power Allocation in Hybrid Energy Storage Systems

  Szabó Gábor, Tóth Balázs, Nagy Péter
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  Multi-Source Structural Monitoring Data-Driven Mechanism Discovery of Dam Deformation Using a Neural Hawkes Transformer Model

  Ricardo Ferreira, Sofia Almeida, João Pereira
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  Koopman Neural Operator Model for Trajectory Correction in Batch Reactors Based on Recipe and Spectral Measurements

  Marta Fernández, Laura Gómez
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  Causal-Aware Masked Graph Transformer for Coffee Bean Roasting Endpoint Estimation

  Alessandro Conti, Francesca Romano, Giulia Ferrari
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  Temperature Field Driven Thermal Management Fault Detection in Battery Cabinets Using a CausalFormer Model

  Anna Becker, Jonas Hoffmann