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Research article

First published 2023-8

An integrated data-driven surrogate model and thermofluid network-based model of a 620 MW e utility-scale boiler

Brad Travis Rawlins, Ryno Laubscher, Pieter Rousseau

Proceedings of the Institution of Mechanical Engineers,Part A: Journal of Power and Energy

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Research article

First published 2024

Predicting weld pool metrics in laser welding of aluminum alloys using data-driven surrogate modeling: A FEA-DoE-GPRN hybrid approach

Aparna Duggirala, Bappa Acherjee, Souren Mitra

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2026

Data-driven surrogate modeling for accelerated multiscale FE 2 simulation of nonlinear thermomechanical behavior in composite materials

Hossemeddine Saidi, El-hadi Tikarrouchine, Abdel wahhab Lourari [...]

Journal of Composite Materials

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Research article

First published 2025

Data-driven surrogate model establishment and performance optimization for cab and suspension systems

Xin Yan, Xinhui Quan, Yanqing Mao [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2024-12

Data-driven hybrid algorithm with multi-evolutionary sampling strategy for energy-saving buffer allocation in green manufacturing

Shuo Shi, Sixiao Gao

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2023-4

Data-driven model-based calibration for optimizing electrically boosted diesel engine performance

Anuj Pal, Ling Zhu, Yan Wang [...]

International Journal of Engine Research

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Research article

First published 2026-1

Dynamic response prediction of long-span cable-stayed bridges by integrating Bi-LSTM and physical modeling

Xinfeng Yin, Yong Liu, Yang Liu [...]

Advances in Structural Engineering

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Research article

First published 2026-3

Development of data-driven constitutive models: Applications in the finite element simulation of hyperelastic materials

Eduardo Carvalho, Joao P. S. Ferreira, Renato M. Natal Jorge [...]

Proceedings of the Institution of Mechanical Engineers,Part L: Journal of Materials: Design and Applications

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Review article

First published 2021-11-23

Computational Approaches for Supporting Combination Therapy in the Post-Aducanumab Era in Alzheimer’s Disease

Hugo Geerts, Piet van der Graaf

Journal of Alzheimer's Disease Reports

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Research article

First published 2021-8

Combat helmet liner design for blunt impact absorption using multi-output Gaussian process surrogates

George J Barlow, Christopher Page, Patrick Drane [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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