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E-Thesis

Constitutive behaviour of granular materials: from discrete element modelling to data-driven forecasting / TONGMING QU

Swansea University Author: TONGMING QU
Published 2022

In collection: Faculty of Science and Engineering

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Journal article

On the implicit immersed boundary method in coupled discrete element and lattice Boltzmann method / Min Wang, Tongming Qu

Swansea University Author: Yuntian Feng
Published in International Journal for Numerical and Analytical Methods in Geomechanics (2020)

In collection: Faculty of Science and Engineering

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Journal article

An adaptive granular representative volume element model with an evolutionary periodic boundary for hierarchical multiscale analysis / Tongming Qu, Min Wang

Swansea University Author: Yuntian Feng
Published in International Journal for Numerical Methods in Engineering (2021)

In collection: Faculty of Science and Engineering

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Journal article

A strain energy-based elastic parameter calibration method for lattice/bonded particle modelling of solid materials / Tongming Qu, Jidong Zhao

Swansea University Author: Yuntian Feng
Published in Powder Technology (2022)

In collection: Faculty of Science and Engineering

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Journal article

Towards data-driven constitutive modelling for granular materials via micromechanics-informed deep learning / Tongming Qu, Shaocheng Di, Min Wang, Tingting Zhao

Swansea University Authors: Yuntian Feng, Tongming QU
Published in International Journal of Plasticity (2021)

In collection: Faculty of Science and Engineering

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Journal article

Discrete element modelling of flexible membrane boundaries for triaxial tests / Tongming Qu, Y.T. Feng, Yong Wang, Min Wang

Swansea University Author: Yuntian Feng
Published in Computers and Geotechnics (2019)

In collection: Faculty of Science and Engineering

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Journal article

Data-driven multiscale modelling of granular materials via knowledge transfer and sharing / Tongming Qu, Jidong Zhao, Shaoheng Guan

Swansea University Author: Yuntian Feng
Published in International Journal of Plasticity (2023)

In collection: Faculty of Science and Engineering

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Journal article

Machine Learning Aided Modeling of Granular Materials: A Review / Krishna Kumar, Tongming Qu, Min Wang

Swansea University Authors: MENGQI WANG, Yuntian Feng
Published in Archives of Computational Methods in Engineering (2025)

In collection: Faculty of Science and Engineering

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Journal article

A hybrid calibration approach to Hertz‐type contact parameters for discrete element models / Min Wang

Swansea University Authors: TONGMING QU, Yuntian Feng, Tingting Zhao
Published in International Journal for Numerical and Analytical Methods in Geomechanics (2020)

In collection: Faculty of Science and Engineering

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Journal article

Calibration of parallel bond parameters in bonded particle models via physics-informed adaptive moment optimisation / Min Wang, Shengqiang Jiang

Swansea University Authors: TONGMING QU, Yuntian Feng
Published in Powder Technology (2020)

In collection: Faculty of Science and Engineering

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Journal article

Calibration of linear contact stiffnesses in discrete element models using a hybrid analytical-computational framework / Tongming Qu, Y.T. Feng, T. Zhao, Min Wang

Swansea University Author: Yuntian Feng
Published in Powder Technology (2019)

In collection: Faculty of Science and Engineering

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Journal article

Deep active learning for constitutive modelling of granular materials: From representative volume elements to implicit finite element modelling / Gang Ma, Wei Zhou, Jidong Zhao

Swansea University Authors: Tongming QU, Shaoheng Guan Guan, Yuntian Feng
Published in International Journal of Plasticity (2023)

In collection: Faculty of Science and Engineering

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Journal article

Data-driven strain–stress modelling of granular materials via temporal convolution neural network / Tingting Zhao, Biao Liu

Swansea University Authors: Mengqi Wang, Tongming QU, Shaoheng Guan Guan, Yuntian Feng
Published in Computers and Geotechnics (2022)

In collection: Faculty of Science and Engineering

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Journal article

Deep Learning Predicts Stress–Strain Relations of Granular Materials Based on Triaxial Testing Data / Shaocheng Di, Min Wang, Tingting Zhao, Mengqi Wang

Swansea University Authors: Tongming QU, Yuntian Feng
Published in Computer Modeling in Engineering & Sciences (2021)

In collection: Faculty of Science and Engineering

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Journal article

A machine learning-based multi-scale computational framework for granular materials / Gang Ma, Wei Zhou

Swansea University Authors: Shaoheng Guan Guan, Tongming QU, Yuntian Feng
Published in Acta Geotechnica (2023)

In collection: Faculty of Science and Engineering

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Format

14 Journal article 1 E-Thesis see all ...

Author

14 Yuntian Feng 5 Tongming QU 3 TONGMING QU 3 Shaoheng Guan Guan 1 Mengqi Wang 1 Tingting Zhao more ... 1 MENGQI WANG see all ... less ...

Faculty

15 Faculty of Science and Engineering see all ...

School

14 School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Civil Engineering 1 School of Engineering and Applied Sciences - Uncategorised see all ...

Year of Publication

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1400 : 2026

1400

2026

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