Structural Leakage at the TeV Scale: Predicting Anomalous Energy Dissipation in the HL-LHC

The High-Luminosity Large Hadron Collider (HL-LHC) aims to push the boundaries of particle physics via unprecedented collision rates and TeV-scale energies. This brief provides a formal prediction using the Universal Space Theory (UST) framework. We propose that as protons reach extreme relativistic velocities, the internal pressure required to displace the 1D Stochastic String Network approaches the structural yield point of the 2D manifold skin. We predict that HL-LHC will observe anomalous "missing energy" events—not as new particles, but as structural leakage where energy dissipates into the vacuum medium as vibrations prior to collision. This provides a purely mechanical foundation for the GZK limit and energy dissipation at the 137th harmonic yield point.