Allan L Marbaniang

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Publications (14)

• Reliability analysis of tensile membrane structures using active learning-aided metamodeling
  Reliability Engineering & System Safety 2026 DOI: 10.1016/j.ress.2025.111734
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• Integrated design of tensile membrane structures using scientific machine learning including wrinkling considerations
  Mechanics Research Communications 2025 DOI: 10.1016/j.mechrescom.2025.104468
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• Physics-informed extreme learning machine for rapid form-finding of frame-supported lightweight tensile membrane structures
  Mechanics Research Communications 2025 DOI: 10.1016/j.mechrescom.2025.104419
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• Gradient enhanced physics-informed neural network for iterative form-finding of tensile membrane structures by potential energy minimization
  European Journal of Mechanics - A/Solids 2024 DOI: 10.1016/j.euromechsol.2024.105332
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• Interactive exploration of tensile membrane structures for conceptual and optimal design
  Structures 2024 DOI: 10.1016/j.istruc.2024.105983
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• Form-finding of tensile membrane structures with strut and anchorage supports using physics-informed machine learning
  Engineering Structures 2024 DOI: 10.1016/j.engstruct.2023.117093
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• Analysis and prestress optimisation of membrane structures with optimal fabric alignment using modified energy minimisation
  Composite Structures 2023 DOI: 10.1016/j.compstruct.2023.117404
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• Form-finding and determining geodesic seam lines using the updated weight method for tensile membrane structures with strut and anchorage supports
  Structural and Multidisciplinary Optimization 2023 DOI: 10.1007/s00158-023-03645-2
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• Physics-informed neural networks for the form-finding of tensile membranes by solving the Euler–Lagrange equation of minimal surfaces
  Thin-Walled Structures 2023 DOI: 10.1016/j.tws.2022.110309
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• Updated weight method: an optimisation-based form-finding method of tensile membrane structures
  Structural and Multidisciplinary Optimization 2022 DOI: 10.1007/s00158-022-03262-5
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