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

Institutions

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

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Wesam Al Attar singularity evaluation-infinity: a predictive simulation framework for motor intent collapse in athletes

Wesam Saleh A. Al Attar
Frontiers in Sports and Active Living
Sports Performance and Training
article

Wesam Al Attar singularity evaluation-infinity: a predictive simulation framework for motor intent collapse in athletes

Wesam Saleh A. Al Attar
article en

Abstract

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.

Frontiers in Sports and Active LivingVol. 8
Umm al-Qura University (SA)
Umm Al-Qura University
Openalex Percentile: Top 46%
Sports Performance and Training
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.