Synopsis 1: Artificial Intelligence Assisted High‑Strength Nano‑Reinforced Advanced Materials Composites

  1. Technical Innovation
    Development of an advanced material matrix infused with functionalized nano‑additives (e.g., graphene oxide, nano‑silica) to achieve >50 % improvement in tensile and flexural strength over conventional binders.

  2. Research Approach

    • Formulation: Surface‑functionalize nano‑additives with silane or phosphate coupling agents for chemical bonding to aluminosilicate network.

    • Processing: Disperse nano‑additives via ultrasonication into alkali‑activated metakaolin precursor. Cast and cure under controlled humidity and temperature.

    • Characterization: Use nanoindentation, 3‑point bend, and fracture toughness testing; analyze microstructure by SEM/TEM and X‑ray tomography.

  3. Potential Patent Claims

    • A method for producing a nano‑reinforced geopolymer composite comprising steps of functionalizing and dispersing nano‑additives into an alkali‑activated aluminosilicate matrix.

    • The composite material exhibiting specific ranges of improved tensile strength (e.g., 20–30 MPa) and fracture toughness (>2 MPa·m^0.5).

    • Use of such composite in high‑performance structural panels, load‑bearing elements, or 3D‑printed construction components.

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