By Professor Wei Gao

Book Chapters

Feng Y; Wu D; Chen X; Gao W, 2023, 'Machine learning aided stochastic free vibration analysis of functionally graded porous plates', in Machine Learning Aided Analysis Design and Additive Manufacturing of Functionally Graded Porous Composite Structures, pp. 293 - 311, http://dx.doi.org/10.1016/B978-0-443-15425-6.00009-2

Feng Y; Wu D; Chen X; Gao W, 2023, 'Machine learning-aided stochastic static analysis of functionally graded porous plates', in Machine Learning Aided Analysis Design and Additive Manufacturing of Functionally Graded Porous Composite Structures, pp. 271 - 292, http://dx.doi.org/10.1016/B978-0-443-15425-6.00010-9

Journal articles

Huynh TV; Tangaramvong S; Gao W, 2025, 'Parallel constrained Bayesian optimization via batched Thompson sampling with enhanced active learning process for reliability-based design optimization', Computer Methods in Applied Mechanics and Engineering, 443, http://dx.doi.org/10.1016/j.cma.2025.118066

Sun Z; Wang D; Gao W, 2025, 'An equal-order strain projection formulation for locking-free isogeometric analysis of shear deformable curved beams', Engineering Structures, 335, http://dx.doi.org/10.1016/j.engstruct.2025.120312

Shi Z; Feng Y; Stewart MG; Gao W, 2025, 'Physical-informed random field technique for virtual modelling based building probabilistic vulnerability assessment', Structural Safety, 115, http://dx.doi.org/10.1016/j.strusafe.2025.102595

Chen YL; Tong JZ; Li QH; Peng WB; Zhang EY; Gao W; Xu SL, 2025, 'Axial Compressive Tests and Resistance Design of UHTCC-Encased Rectangular Steel Tubular Bridge Columns', Journal of Bridge Engineering, 30, http://dx.doi.org/10.1061/JBENF2.BEENG-7147

Shi Z; Feng Y; Egbelakin T; Yang C; Gao W, 2025, 'Computational fluid dynamics -informed virtual safety assessment of steel-framed structure with fire-induced ductile failure', Reliability Engineering and System Safety, 258, http://dx.doi.org/10.1016/j.ress.2025.110918

Tian Y; Li Q; Feng Y; Gao W, 2025, 'Nonlinear dynamic analysis of geometrically imperfect multi-direction functionally graded graphene platelet reinforced composite plates with magneto-electro-elastic sheets subjected to blast load', Applied Mathematical Modelling, 142, http://dx.doi.org/10.1016/j.apm.2025.115957

Liu Y; Feng Y; Wu D; Chen X; Yang C; Gao W, 2025, 'Stochastic fracture and fatigue analysis in elasto-plastic materials via virtual modelling techniques', Computer Methods in Applied Mechanics and Engineering, 441, http://dx.doi.org/10.1016/j.cma.2025.117997

Chen YL; Tong JZ; Li QH; Zhang EY; Gao W; Xu SL, 2025, 'Local instability and interactive mechanism analysis of UHTCC-encased rectangular steel tubular columns', Journal of Constructional Steel Research, 228, http://dx.doi.org/10.1016/j.jcsr.2025.109444

Tian Y; Feng Y; Gao W, 2025, 'Virtual Modelling Framework-Based Inverse Study for the Mechanical Metamaterials with Material Nonlinearity', Modelling, 6, http://dx.doi.org/10.3390/modelling6010024

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

Yang Z; Wang C; Li Y; Gao K; Xia Y; Gao W; Wu G, 2025, 'Finite element–based data-driven method to detect multiple damages of 1D beam model and 2D slab model of bridges-A theoretical and experimental study', Measurement Journal of the International Measurement Confederation, 241, http://dx.doi.org/10.1016/j.measurement.2024.115709

Tong JZ; Chen YL; Li QH; Dai JB; Wang GZ; Shen JJ; Gao W; Xu SL, 2025, 'Flexural performance and crack width prediction of steel-UHTCC composite bridge decks with wet joints', Engineering Structures, 323, http://dx.doi.org/10.1016/j.engstruct.2024.119264

Vu QV; Le DN; Pham TD; Gao W; Tangaramvong S, 2025, 'An efficient procedure for prediction of the load-displacement curve of CFDST columns', Journal of Constructional Steel Research, 224, http://dx.doi.org/10.1016/j.jcsr.2024.109113

Yu CQ; Tong JZ; Zhang JM; Tong GS; Chen M; Xu SL; Gao W, 2025, 'Axial compressive behavior of multi-celled corrugated-plate CFST walls: Tests and numerical simulations', Engineering Structures, 322, http://dx.doi.org/10.1016/j.engstruct.2024.119033

Pham Van Le C; Tangaramvong S; Huynh VT; Do B; Vu QV; Gao W, 2025, 'Combined surrogate-assisted Bayesian optimization and comprehensive learning PSO method for parameter identification of ultra-high strength circular CFST short columns', Probabilistic Engineering Mechanics, 79, http://dx.doi.org/10.1016/j.probengmech.2025.103737

Dong B; Yu Y; Gao W; Gunasekara C; Zhao G; Castel A; Setunge S, 2025, 'Electro-chemo-physical analysis for long-term reinforcement corrosion within the reactive system of concrete', Cement and Concrete Composites, 155, http://dx.doi.org/10.1016/j.cemconcomp.2024.105846

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

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

Tian Y; Feng Y; Ruan D; Luo Z; Yang C; Wu D; Gao W, 2024, 'Full-field experiment-aided virtual modelling framework for inverse-based stochastic prediction of structures with elastoplasticity', Computer Methods in Applied Mechanics and Engineering, 431, http://dx.doi.org/10.1016/j.cma.2024.117284

Chen Q; Li Y; Liu X; Gao W; Wang Y; Yao M; He Z; Cai J, 2024, 'Multiple impact tests on precast reinforced concrete beams with pressed sleeve connections', Structures, 68, http://dx.doi.org/10.1016/j.istruc.2024.107268

Dong B; Yu Y; Feng Y; Yang J; Zhao G; Gao W, 2024, 'Chloride ingress analysis on alkali-activated slag concrete: A validated modelling framework for long-term assessment', Journal of Building Engineering, 93, http://dx.doi.org/10.1016/j.jobe.2024.109867

Liu Y; Feng Y; Wu Z; Alamdari MM; Wu D; Luo Z; Chen X; Gao W, 2024, 'Dynamic crack propagation in elasto-plastic materials using phase-field virtual modelling method', Computer Methods in Applied Mechanics and Engineering, 429, http://dx.doi.org/10.1016/j.cma.2024.117160

Tong JZ; Zhang JM; Yu CQ; Wu RM; Tong GS; Chen M; Gao W, 2024, 'Experimental study on axial compressive behavior of concrete-filled corrugated steel tubular columns', Engineering Structures, 313, http://dx.doi.org/10.1016/j.engstruct.2024.118267

Huynh TV; Tangaramvong S; Do B; Gao W, 2024, 'A novel decoupled approach combining invertible cross-entropy method with Gaussian process modeling for reliability-based design and topology optimization', Computer Methods in Applied Mechanics and Engineering, 427, http://dx.doi.org/10.1016/j.cma.2024.117006

Vu QV; Le DN; Pham TH; Gao W; Tangaramvong S, 2024, 'Hybrid machine learning with moth-flame optimization methods for strength prediction of CFDST columns under compression', Steel and Composite Structures, 51, pp. 679 - 695, http://dx.doi.org/10.12989/scs.2024.51.6.679

Li J; Xu S; Durandet Y; Gao W; Huang X; Ruan D, 2024, 'Strain rate dependence of 3D printed continuous fiber reinforced composites', Composites Part B Engineering, 277, http://dx.doi.org/10.1016/j.compositesb.2024.111415

Shi Z; Feng Y; Stewart MG; Gao W, 2024, 'Virtual modelling based fragility assessment of structures under bushfire propagation', Reliability Engineering and System Safety, 245, http://dx.doi.org/10.1016/j.ress.2024.110000

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

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

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

Feng Y; Alamdari MM; Wu D; Luo Z; Ruan D; Egbelakin T; Chen X; Gao W, 2024, 'Virtual modelling aided safety assessment for ductile structures against high-velocity impact', Engineering Structures, 301, http://dx.doi.org/10.1016/j.engstruct.2023.117373

Yu Y; Dong B; Liu A; Fu J; Gao W, 2024, 'A unified phase field solution to fracture analyses on (pseudo) elastoplastic solids and structures', Theoretical and Applied Fracture Mechanics, 129, http://dx.doi.org/10.1016/j.tafmec.2023.104225

Wu RM; Wang LQ; Tong JZ; Tong GS; Gao W, 2024, 'Elastic buckling formulas of multi-stiffened corrugated steel plate shear walls', Engineering Structures, 300, http://dx.doi.org/10.1016/j.engstruct.2023.117218

Tian Y; Li Q; Feng Y; Luo Z; Ruan D; Gao W, 2024, 'Nonlinear dynamic analysis of the graphene platelets reinforced porous plate with magneto-electro-elastic sheets subjected to impact load', Nonlinear Dynamics, 112, pp. 1661 - 1690, http://dx.doi.org/10.1007/s11071-023-09093-3

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

Chen YL; Tong JZ; Li QH; Xu SL; Gao W; Liu X, 2024, 'Flexural behavior of novel profiled steel-UHTCC assembled composite bridge decks', Journal of Constructional Steel Research, 212, http://dx.doi.org/10.1016/j.jcsr.2023.108258

Yu Y; Dong B; Liu A; Fu J; Gao W, 2024, 'Phase field to fracture analysis on engineered cementitious composites under complex stress states', International Journal of Mechanical Sciences, 261, http://dx.doi.org/10.1016/j.ijmecsci.2023.108672

Li Z; Gao W; Yu Wang M; Wang CH; Luo Z, 2023, 'Three-dimensional metamaterials exhibiting extreme isotropy and negative Poisson's ratio', International Journal of Mechanical Sciences, 259, http://dx.doi.org/10.1016/j.ijmecsci.2023.108617

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

Van TH; Tangaramvong S; Gao W, 2023, 'Chaotic heterogeneous comprehensive learning PSO method for size and shape optimization of structures', Engineering Applications of Artificial Intelligence, 126, http://dx.doi.org/10.1016/j.engappai.2023.107014

Dong B; Yu Y; Feng Y; Wu D; Zhao G; Liu A; Gao W, 2023, 'Robust numerical solution for assessing corrosion of reinforced concrete structures under external power supply', Engineering Structures, 294, http://dx.doi.org/10.1016/j.engstruct.2023.116724

Liu Y; Feng Y; Wu D; Chen X; Gao W, 2023, 'Virtual modelling integrated phase field method for dynamic fracture analysis', International Journal of Mechanical Sciences, 252, http://dx.doi.org/10.1016/j.ijmecsci.2023.108372

Li Z; Gao W; Kessissoglou N; Oberst S; Wang MY; Luo Z, 2023, 'Multifunctional mechanical metamaterials with tunable double-negative isotropic properties', Materials and Design, 232, http://dx.doi.org/10.1016/j.matdes.2023.112146

Tong JZ; Chen YL; Li QH; Xu SL; Chen TQ; Gao W, 2023, 'Experimental and Numerical Study of Transversal Flexural Behavior on Steel Ultrahigh-Toughness Cementitious Composite Bridge Decks', Journal of Bridge Engineering, 28, http://dx.doi.org/10.1061/JBENF2.BEENG-6119

Feng Y; Wu D; Stewart MG; Gao W, 2023, 'Past, current and future trends and challenges in non-deterministic fracture mechanics: A review', Computer Methods in Applied Mechanics and Engineering, 412, http://dx.doi.org/10.1016/j.cma.2023.116102

Van Huynh T; Tangaramvong S; Do B; Gao W; Limkatanyu S, 2023, 'Sequential most probable point update combining Gaussian process and comprehensive learning PSO for structural reliability-based design optimization', Reliability Engineering and System Safety, 235, http://dx.doi.org/10.1016/j.ress.2023.109164

Shakir M; Talha M; Hui D; Gao W, 2023, 'On the large amplitude vibration of shallow sandwich shells with FG-GNPRP core considering initial geometric imperfections', Journal of Sandwich Structures and Materials, 25, pp. 403 - 425, http://dx.doi.org/10.1177/10996362221148493

Tong JZ; Chen YL; Li QH; Xu SL; Zeng T; Gao W, 2023, 'Experimental study on flexural performance of steel-UHTCC composite bridge decks considering different shear connection degrees', Engineering Structures, 281, http://dx.doi.org/10.1016/j.engstruct.2023.115738

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