Dr Qihan Wang

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1. AI and Machine learning in structural analysis and design optimisation

2. Computational mechanics, uncertainty quantification, and structural reliability

3. Advanced materials, metamaterial design and applications

4. Sustainable, resilient, and digital infrastructure and community development

E-mail

qihan.wang@unsw.edu.au

Location

Civil Engineering Building (H20) Level 6, Room CE616 Kensington Campus

Book Chapters | 2023

Feng Y; Wang Q; Wu D; Gao W, 2023, 'Machine Learning-Aided Nonlinear Dynamic Analysis of Engineering Structures', in , pp. 347 - 352, http://dx.doi.org/10.1007/978-981-99-3330-3_36

Book Chapters | 2023

Wang Q; Feng Y; Wu D; Gao W, 2023, 'Non-probabilistic Informed Structural Health Assessment with Virtual Modelling Technique', in , pp. 359 - 364, http://dx.doi.org/10.1007/978-981-99-3330-3_38
Journal articles | 2026

Li J; Wang Q; Zhang M; Feng Y; Li G; Gao W, 2026, 'Structural risk assessment under wildfire exposure through a physics-data co-driven framework', Structural Safety, 120, http://dx.doi.org/10.1016/j.strusafe.2026.102691

Journal articles | 2026

Wang Q; Li C; Zhang M; Gao W; Luo Z, 2026, 'A machine learning-aided robust topology optimization method for the design of auxetic metamaterials', Computer Methods in Applied Mechanics and Engineering, 449, http://dx.doi.org/10.1016/j.cma.2025.118577

Journal articles | 2026

Wang Q; Zhang M; Gao W; Luo Z, 2026, 'Reliability analysis for structures with topological variations induced by geometric uncertainty through segmented regression', Reliability Engineering and System Safety, 266, http://dx.doi.org/10.1016/j.ress.2025.111627

Journal articles | 2026

Wang Q; Zhao E; Luo Z; Hou S; Gao W, 2026, 'Statistics-driven reliability-based robust sustainability optimization of structures under material and manufacturing uncertainties', Engineering Structures, 350, http://dx.doi.org/10.1016/j.engstruct.2025.121935

Journal articles | 2026

Zhao E; Wang Q; Hou S; Luo Z; Gao W, 2026, 'Time-variant reliability analysis via advanced most probable point trajectory tracking', Reliability Engineering and System Safety, 266, http://dx.doi.org/10.1016/j.ress.2025.111748

Journal articles | 2025

Hu CF; Zhu SS; Luo WJ; Zhou JP; Li L; Wang QH, 2025, 'Lateral-torsional bucking of parabolic arches in Cartesian coordinate system', Structures, 80, http://dx.doi.org/10.1016/j.istruc.2025.109638

Journal articles | 2025

Li C; Wang Q; Zhang M; Gao W; Luo Z, 2025, 'Two-scale concurrent topology optimization of multiple lattice materials with non-uniform thickness interfaces', Computer Methods in Applied Mechanics and Engineering, 444, http://dx.doi.org/10.1016/j.cma.2025.118108

Journal articles | 2025

Li J; Wang Q; Chen X; Li G; Feng J; Gao W, 2025, 'Proposal of a Fire Loading Curve for Engineering Structures Subjected to Grassland Fires', Journal of Structural Engineering, 151, http://dx.doi.org/10.1061/JSENDH.STENG-14299

Journal articles | 2025

Wang Q; Luo Z; Zhang M; Wu D; Li G; Gao W, 2025, 'Polymorphic uncertainty field quantification in structural analysis with machine learning assistance', Mechanical Systems and Signal Processing, 225, http://dx.doi.org/10.1016/j.ymssp.2024.112273

Journal articles | 2024

Liu Z; Wang Q; Fatahi B; Khabbaz H; Sheng D; Wu D, 2024, 'Hybrid uncertain buckling analysis for engineering structures through machine learning method', Engineering Structures, 310, http://dx.doi.org/10.1016/j.engstruct.2024.118083

Journal articles | 2024

Tian W; Li Q; Wang Q; Chen D; Gao W, 2024, 'Additive manufacturing error quantification on stability of composite sandwich plates with lattice-cores through machine learning technique', Composite Structures, 327, http://dx.doi.org/10.1016/j.compstruct.2023.117645

Journal articles | 2024

Wang Q; Li J; Gao W; Li G; Liu X; Bradford MA, 2024, 'Smoothing and approximation of grassland fire loading data for engineering structures by Capped Extended Support Vector Regression', Engineering Structures, 319, pp. 118848, http://dx.doi.org/10.1016/j.engstruct.2024.118848

Journal articles | 2024

Wang Q; Wu D; Li G; Liu Z; Tong J; Chen X; Gao W, 2024, 'Machine learning aided uncertainty quantification for engineering structures involving material-geometric randomness and data imperfection', Computer Methods in Applied Mechanics and Engineering, 423, http://dx.doi.org/10.1016/j.cma.2024.116868

Journal articles | 2024

Zhang M; Wang Q; Luo Z; Gao W, 2024, 'Stochastic bandgap optimization for multiscale elastic metamaterials with manufacturing imperfections', International Journal of Mechanical Sciences, 268, http://dx.doi.org/10.1016/j.ijmecsci.2024.109035

Journal articles | 2024

Zhang M; Wang Q; Luo Z; Gao W, 2024, 'Virtual model-aided reliability analysis considering material and geometrical uncertainties for elastic metamaterials', Mechanical Systems and Signal Processing, 211, http://dx.doi.org/10.1016/j.ymssp.2024.111199

Journal articles | 2024

Zhao E; Wang Q; Alamdari MM; Luo Z; Gao W, 2024, 'Reliability and sustainability integrated design optimization for engineering structures with active machine learning technique', Journal of Building Engineering, 98, http://dx.doi.org/10.1016/j.jobe.2024.111480

Journal articles | 2023

Feng Y; Wang Q; Chen X; Wu D; Gao W, 2023, 'Virtual modelling technique for geometric-material nonlinear dynamics of structures', Structural Safety, 100, http://dx.doi.org/10.1016/j.strusafe.2022.102284

Journal articles | 2023

Feng Y; Wang Q; Yu Y; Zhang T; Wu D; Chen X; Luo Z; Gao W, 2023, 'Experimental-numerical-virtual (ENV) modelling technique for composite structure against low velocity impacts', Engineering Structures, 278, http://dx.doi.org/10.1016/j.engstruct.2022.115488

Journal articles | 2023

Zhao E; Wang Q; Alamdari MM; Gao W, 2023, 'Advanced virtual model assisted most probable point capturing method for engineering structures', Reliability Engineering and System Safety, 239, http://dx.doi.org/10.1016/j.ress.2023.109527

Journal articles | 2022

Wang Q; Feng Y; Wu D; Li G; Liu Z; Gao W, 2022, 'Polymorphic uncertainty quantification for engineering structures via a hyperplane modelling technique', Computer Methods in Applied Mechanics and Engineering, 398, http://dx.doi.org/10.1016/j.cma.2022.115250

Journal articles | 2022

Wang Q; Feng Y; Wu D; Yang C; Yu Y; Li G; Beer M; Gao W, 2022, 'Polyphase uncertainty analysis through virtual modelling technique', Mechanical Systems and Signal Processing, 162, http://dx.doi.org/10.1016/j.ymssp.2021.108013

Journal articles | 2021

Feng Y; Wang Q; Wu D; Luo Z; Chen X; Zhang T; Gao W, 2021, 'Machine learning aided phase field method for fracture mechanics', International Journal of Engineering Science, 169, http://dx.doi.org/10.1016/j.ijengsci.2021.103587

Journal articles | 2021

Wang Q; Wu D; Li G; Gao W, 2021, 'A virtual model architecture for engineering structures with Twin Extended Support Vector Regression (T-X-SVR) method', Computer Methods in Applied Mechanics and Engineering, 386, http://dx.doi.org/10.1016/j.cma.2021.114121

Journal articles | 2021

Yu Y; Zhang T; Wang Q; Chen X; Wu D; Gao W; Liu A, 2021, 'Sensitivity of solidification hydration model in estimating carbonation of fly ash cement system', Construction and Building Materials, 282, http://dx.doi.org/10.1016/j.conbuildmat.2021.122582

Journal articles | 2020

Feng Y; Wang Q; Wu D; Gao W; Tin-Loi F, 2020, 'Stochastic nonlocal damage analysis by a machine learning approach', Computer Methods in Applied Mechanics and Engineering, 372, http://dx.doi.org/10.1016/j.cma.2020.113371

Journal articles | 2020

Wang Q; Li Q; Wu D; Yu Y; Tin-Loi F; Ma J; Gao W, 2020, 'Machine learning aided static structural reliability analysis for functionally graded frame structures', Applied Mathematical Modelling, 78, pp. 792 - 815, http://dx.doi.org/10.1016/j.apm.2019.10.007

Journal articles | 2019

Li Q; Wang Q; Wu D; Chen X; Yu Y; Gao W, 2019, 'Geometrically nonlinear dynamic analysis of organic solar cell resting on Winkler-Pasternak elastic foundation under thermal environment', Composites Part B Engineering, 163, pp. 121 - 129, http://dx.doi.org/10.1016/j.compositesb.2018.11.022

Journal articles | 2019

Wang Q; Wu D; Tin-Loi F; Gao W; Wu D, 2019, 'Machine learning aided stochastic structural free vibration analysis for functionally graded bar-type structures', Thin Walled Structures, 144, pp. 106315, http://dx.doi.org/10.1016/j.tws.2019.106315

Journal articles | 2019

Wu D; Wang Q; Liu A; Yu Y; Zhang Z; Gao W, 2019, 'Robust free vibration analysis of functionally graded structures with interval uncertainties', Composites Part B Engineering, 159, pp. 132 - 145, http://dx.doi.org/10.1016/j.compositesb.2018.09.082

Journal articles | 2019

Yu Y; Wu D; Wang Q; Chen X; Gao W, 2019, 'Machine learning aided durability and safety analyses on cementitious composites and structures', International Journal of Mechanical Sciences, 160, pp. 165 - 181, http://dx.doi.org/10.1016/j.ijmecsci.2019.06.040
Preprints | 2025

Li C; Wang Q; Zhang M; Gao W; Luo Z, 2025, Two-Scale Concurrent Topology Optimization of Multiple Lattice Infills with Non-Uniform Thickness Interfaces, http://dx.doi.org/10.2139/ssrn.5153292

Conference Papers | 2024

Zhao E; Wang Q; Gao W, 2024, 'Sustainable Design Optimization for Engineering Structures Considering Embodied Carbon', pp. 41, http://dx.doi.org/10.14912/jsmcwm.t3rincs2024.0_41

Preprints | 2023

Zhang M; Wang Q; Luo Z; Gao W, 2023, Virtual Model-Aided Reliability Analysis Considering Material and Geometrical Uncertainties for Elastic Metamaterials, http://dx.doi.org/10.2139/ssrn.4405535

W Gao, QH Wang, MM Alamdari, SK Hou, DY Sun; SMARTBuild: A scalable AI-reinforced digital twin build platform for modular building and community infrastructure; AEA (Australia's Economic Accelerator) Ignite (IG250200252); 2026-2027

Best Paper Award, The Sixth Australasian Conference on Computational Mechanics (ACCM 2023);

Best Paper Award, The 13th International Conference on Structural Safety and Reliability (ICOSSAR 2021-2022).

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