The National Science Foundation Division of Mathematical Sciences awarded Texas A&M Engineering Experiment Station $513,000 on June 1, 2027, under the Mathematical and Physical Sciences program (CFDA 47.049) to develop the scientific foundation for patient-specific digital twins that compare candidate all-on-4 dental implant configurations and quantify confidence in each comparison.
The project creates computational methods to evaluate how implant position and angle affect chewing forces on the jawbone, with the core innovation of distinguishing well-supported differences from uncertain cases rather than forcing a choice when evidence is weak. The system will explicitly flag when evidence is limited for underrepresented patient populations or uses outside tested conditions, reducing risk of overconfident or inequitable conclusions. Beyond dentistry, the same foundation could support evaluation of other implants and medical technologies where direct human comparison is impractical or unsafe. The project will also prepare graduate and undergraduate students in mathematics, engineering, biomedical data analysis, and responsible decision-making in health technology development.
Performance is located in College Station, Texas, with a period of performance from June 1, 2027, through May 31, 2030.