Dynamic Equilibrium
Free Energy and Equilibrium
Calculating the Equilibrium Constant
What is a Hypothesis?
Solution Equilibrium and Saturation
Calculating Equilibrium Concentrations
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Updated: Feb 14, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Madhur Mangalam1, Nick Stergiou2,3
1Department of Biomechanics, University of Nebraska at Omaha, Omaha, NE, 68182, USA. mmangalam@unomaha.edu.
The equilibrium point hypothesis (EPH) is insufficient for explaining complex movement control. New biologically grounded theories are needed to integrate neural processes and biomechanics for a comprehensive understanding of motor control.
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