Wesam Al Attar singularity evaluation-infinity: a predictive simulation framework for motor intent collapse in athletes
This foundational study establishes the WASe-∞ framework as a theoretically robust foundation for future empirical validation with human athletic populations. The simulation-based validation demonstrates strong theoretical validity while providing clear performance benchmarks and detailed protocols for subsequent real-world validation studies. The framework's architecture positions it for integration with emerging multimodal sensor technologies, representing a critical step toward transforming injury prevention from reactive treatment to proactive risk management.
Authors
- Wesam Saleh A. Al Attar (ORCID: https://orcid.org/0000-0003-1907-4539)
Institutions
- Umm al-Qura University (SA)
Publication Details
- Journal
- Frontiers in Sports and Active Living
- Published
- 2026-02-24
- DOI
- https://doi.org/10.3389/fspor.2026.1651647
- Primary Topic
- Sports Performance and Training
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Umm Al-Qura University