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RESEARCH PAPER · Computer Methods in Applied Mechanics and Engineering · 2024

A data-driven uncertainty quantification framework in probabilistic bio-inspired porous materials (Material-UQ): An investigation for RotTMPS plates

Duong Q. Nguyen, Kim Q. Tran, Thinh D. Le, Magd M. Abdel Wahab, Hung Nguyen‐Xuan

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A data-driven uncertainty quantification framework in probabilistic bio-inspired porous materials (Material-UQ): An investigation for RotTMPS platesOriginalBP Neural Network–Based Analysis and Prediction of SHM Data of In‐Service Concrete Bridge2Reinforcement learning-guided Animated Oat Optimization Algorithm with dynamic niching for high-dimensional optimization problems6A new thermoelastic model for agglomerated and randomly-oriented CNT-reinforced bio-inspired materials: Temperature-dependent free vibration analysis of FG-CNTR-TPMS plates25Thermo-mechanical buckling analysis of bio-inspired RotTPMS plates via quasi-3D HSDT isogeometric analysis18Dynamic modelling of Deep Groove Ball Bearing System with Outer Raceway Spall and Misalignment Behaviour Diagnosis Method- Measured and Simulated Identification2Role of kmax mapping image annotation method combined with R-tree index in civil engineering supervision1Wavelet-Driven Transformer-Based Dual-Scale Intelligent Feature Selection Fault Detector3Machine-learning-assisted high-throughput computational screening of the n-hexane cracking initiator0Predicting wave reflection coefficient of vertical caisson breakwater using machine learning: A data-driven approach0Surrogate model of flooding loss to alleviate computational burden in reservoirs operation4An accurate quantitative analysis model for Martian-like mineral elements using Bi-LSTM coupled with whale optimization algorithm3Efficient sub-pixel laser centerline extraction via an improved U-Net for structured light measurement10A convolutional neural network-based joint detection and localization spatiotemporal scheme for process control through speckle pattern imaging4Natural vibrations of variable-thickness truncated spherical shells with functionally graded bio-inspired anisotropic TPMS materials using 3D NURBS-based discretization method3Linear convergence of proximal gradient method for linear sparse SVM2Machine learning-based online parameter estimation for noise-resilient process measurements using state-dependent models1Intelligent scheduling in networked multi-factory systems considering machine degradation and preventive maintenance: A multi-action deep reinforcement learning approach4Real-Time Drone Propeller Fault Detection Using Onboard Vibration Sensors and Optimized Machine Learning4Review on Data‐ and Mathematics‐Driven Optimization for Metamaterial Lattice Structures4A Dual-Stream Gated Attention Network for Fault Diagnosis of Drill Bit Using time and Frequency Domain-based Vibration Features5Asynchronous Federated Broad Learning System for Intelligent Fault Diagnosis of Wind Turbine1A robust predictive tool for the yield strength of irradiated RAFM steels for fusion engineering applications0Rail profile registration in heavy-haul railways: A Modified Hough Transform(MHT) with transformation parameter decoupling approach0Advanced object categorization through temporal channel reconfiguration multi-graph convolutional neural networks optimized with lotus effect optimization algorithm1A stress prediction approach employing finite element neural network integrated with Runge-Kutta0Optimized Multi-Component Attention Graph Convolutional Neural Network for Detecting Invasive Mangrove Plant Derris Trifoliate from UAV Imagery0Adaptive Cutting Strategy of Roadheader based on Coal-Rock Hardness Range Recognition1Three-dimensional geometric augmentation guided by engineering uncertainty0Explainable artificial intelligence in uncertainty quantification of functionally graded triply periodic minimal surface nanoplates via nonlocal moving Kriging meshfree method and Bayesian neural networks2Experimental and numerical investigations of the drawing combined with ironing process for a relay barrel-shaped shell cover1RAG: A random-forest-based generative design framework for uncertainty-aware design of metamaterials with complex functional response requirements0Triple-verifiable aggregation with parameter encoding for privacy-enhanced cross-device federated learning0Displacement response prediction of jacket platform based on MKF and improved LSTM0A novel fatigue life prediction approach of a GH4169 superalloy-welded joint based on a physics-informed machine learning method0Experimental Study on Sound Absorption of Triply Periodic Minimal Surface With Porous Fillings1On-site lithology identification for tunnel face via self-supervised learning on TBM muck images0Bearing fault diagnosis via category-aware multi-modal sparse space learning1An iterative-order shear deformation model for anisotropic FG-TPMS materials: Single-layer plate theories and isogeometric analysis0Load identification and strain reconstruction of stiffened cylindrical shells subjected to underwater explosion based on deep neural network0Hydrodynamic performance of TPMS structures as bioinspired submerged breakwaters for incident wave energy attenuation0

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  2. Reinforcement learning-guided Animated Oat Optimization Algorithm with dynamic niching for high-dimensional optimization problems

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  3. A new thermoelastic model for agglomerated and randomly-oriented CNT-reinforced bio-inspired materials: Temperature-dependent free vibration analysis of FG-CNTR-TPMS plates

    Engineering Analysis with Boundary Elements · 2025-02-26

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  4. Thermo-mechanical buckling analysis of bio-inspired RotTPMS plates via quasi-3D HSDT isogeometric analysis

    Materials and Emerging Technologies for Sustainability · 2025-03-01

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  5. Dynamic modelling of Deep Groove Ball Bearing System with Outer Raceway Spall and Misalignment Behaviour Diagnosis Method- Measured and Simulated Identification

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  6. Role of kmax mapping image annotation method combined with R-tree index in civil engineering supervision

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  8. Machine-learning-assisted high-throughput computational screening of the n-hexane cracking initiator

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  10. Surrogate model of flooding loss to alleviate computational burden in reservoirs operation

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  11. An accurate quantitative analysis model for Martian-like mineral elements using Bi-LSTM coupled with whale optimization algorithm

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  12. Efficient sub-pixel laser centerline extraction via an improved U-Net for structured light measurement

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  13. A convolutional neural network-based joint detection and localization spatiotemporal scheme for process control through speckle pattern imaging

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  14. Natural vibrations of variable-thickness truncated spherical shells with functionally graded bio-inspired anisotropic TPMS materials using 3D NURBS-based discretization method

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  18. Real-Time Drone Propeller Fault Detection Using Onboard Vibration Sensors and Optimized Machine Learning

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    Mohamed Seif El Islam Lalem, M'hamed Ouadah, O. Touhami

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  19. Review on Data‐ and Mathematics‐Driven Optimization for Metamaterial Lattice Structures

    Advanced Engineering Materials · 2025-11-11

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  20. A Dual-Stream Gated Attention Network for Fault Diagnosis of Drill Bit Using time and Frequency Domain-based Vibration Features

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  21. Asynchronous Federated Broad Learning System for Intelligent Fault Diagnosis of Wind Turbine

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  22. A robust predictive tool for the yield strength of irradiated RAFM steels for fusion engineering applications

    Fusion Engineering and Design · 2025-12-09

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  23. Rail profile registration in heavy-haul railways: A Modified Hough Transform(MHT) with transformation parameter decoupling approach

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  24. Advanced object categorization through temporal channel reconfiguration multi-graph convolutional neural networks optimized with lotus effect optimization algorithm

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  27. Adaptive Cutting Strategy of Roadheader based on Coal-Rock Hardness Range Recognition

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  28. Three-dimensional geometric augmentation guided by engineering uncertainty

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  38. An iterative-order shear deformation model for anisotropic FG-TPMS materials: Single-layer plate theories and isogeometric analysis

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  39. Load identification and strain reconstruction of stiffened cylindrical shells subjected to underwater explosion based on deep neural network

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  40. Hydrodynamic performance of TPMS structures as bioinspired submerged breakwaters for incident wave energy attenuation

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