Restorative dentistry has a wide application of composite dental materials with outstanding aesthetic properties, biocompatibility, and functional adaptability. Traditional composites, on the other hand, have some disadvantages like degradation in mechanical properties under cyclic loading, low wear resistance, and shrinkage in the polymerization process. One of the biggest challenges in the way of breaking these barriers is that traditional chemical development is based on trial-and-error chemical formulation instead of systematic structural optimization. To overcome this, a novel framework is introduced, following mechanical engineering design practice thinking processes directly to dental material optimization. A major objective of this study was to prepare, fabricate, and characterize the advanced silica-ceramic-filled polymer matrices (Bis-GMA/TEGDMA) based on engineering optimization. To this end, we hypothesized that, in comparison with the traditional options, the guidance of the filler-matrix architecture by means of structural mechanics and stress simulation would greatly enhance not only mechanical but also tribological performance. The composite specimens were prepared in a very controlled curing condition to ensure uniformity of structural integrity and distribution of filler in each specimen. Overall characterization was carried out, comprising comprehensive tensile testing and compression testing, wear and cyclic loading tests to simulate the harsh oral environment in the mouth, and modeling of occlusal stress distribution using Finite Element Analysis . The hypothesis was confirmed in the experimental findings: the optimized engineering formulation showed an improvement of the tensile strength of 25% and the wear rate reduction of 30% compared to conventional materials. In addition, the FEA showed a 15% decrease in stress distribution and significant reduction of peak stress concentration. The strength and durability were again demonstrated after cyclic fatigue testing. Finally, the result shows that the paradigm of changing from an empirical formulation to a mechanical engineering design enables a very reproducible way to reach long-lasting, reliable, and high-performing dental restorations.