A boundary element method (BEM)-enhanced physics-informed neural network (PINN) framework for thin-walled geocell-reinforced geotechnical foundations

• Trajectory-informed heuristic design of roadside braking energy harvesting, storage, and electrified road segments

  2026 Sustainable Energy Technologies and Assessments article Engineering Electric Vehicles and Infrastructure Open access

  0

  citations
• A physics-informed neural network (PINN) framework for inverse mixed contact-traction tire-load reconstruction and finite-layer pavement response

  2026 Computers and Geotechnics article Physics and Astronomy Model Reduction and Neural Networks Open access

  1

  citations

2 results

• A compactor-soil coupling model considering mechanical inertia and its delayed feedback active suspension control

  2025 International Journal of Non-Linear Mechanics article Engineering Soil Mechanics and Vehicle Dynamics Open access

  30

  citations
• Multi-scale algorithm for controllable virtual aggregate generation in mesoscale modeling

  2025 International Journal of Mechanical Sciences article Engineering Asphalt Pavement Performance Evaluation Open access

  21

  citations
• A modified Johnson-Kendall-Roberts contact model for pavement engineering: Consideration of time-dependent surface energy

  2025 Powder Technology article Engineering Adhesion, Friction, and Surface Interactions Open access

  20

  citations
• Augmentation of 3D virtual aggregate database using deep convolutional Wasserstein generative adversarial networks

  2025 Advanced Engineering Informatics article Engineering Asphalt Pavement Performance Evaluation Open access

  20

  citations
• Parameter sensitivity in DEM of aggregates for road and construction materials

  2025 Advanced Powder Technology article Engineering Granular flow and fluidized beds Open access

  15

  citations
• A novel four-degree-of-freedom compactor–soil coupling model

  2026 Nonlinear Dynamics article Engineering Vibration and Dynamic Analysis Open access

  14

  citations
• Numerical framework for asphalt pre-compaction optimization using a coarse-graining discrete element method (DEM)

  2026 Powder Technology article Engineering Asphalt Pavement Performance Evaluation Open access

  10

  citations
• A controllable domain-warped multifractal implicit-radius algorithm for generation of simulation-ready virtual aggregates

  2026 Advances in Engineering Software article Computer Science Computer Graphics and Visualization Techniques Open access

  7

  citations
• A multiscale framework for simulating the indirect tensile response of asphalt mixtures combining DEM and FEM

  2026 Powder Technology article Engineering Asphalt Pavement Performance Evaluation Open access

  4

  citations
• Spectral contact networks for granular base load spreading

  2026 International Journal of Mechanical Sciences article Engineering Geotechnical Engineering and Soil Mechanics Open access

  4

  citations
• A nonlinear model of the compaction drum: from chaotic behavior prediction to delayed feedback control

  2026 Mechanics Based Design of Structures and Machines article Engineering Vibration and Dynamic Analysis Open access

  2

  citations

11 results