Computational Verification of Mg2Si Thermoelectric Metamaterial Synthesis via 4700 RPM Kinetic Quench

The exponential growth of Artificial Intelligence has precipitated a critical energy bottleneck, with U.S. data center power demand projected to reach 580 TWh by 2028. The current infrastructure relies on environmentally and economically unsustainable waste heat rejection. This dataset provides the computational verification for the deterministic synthesis of a nanostructured Magnesium Silicide (Mg2Si) thermoelectric metamaterial designed to capture data center waste heat and convert it directly into localized grid power. The synthesis protocol utilizes a proprietary 4700 RPM cryogenic kinetic quench architecture (The Forge). Operating within a 6.0 Pascal vacuum, the system employs a 2.78 eV Pulsed Laser Deposition (PLD) targeting earth-abundant precursors. SLAG engine thermodynamic simulations demonstrate that a 50-Watt cryo-cooling threshold maintains a mathematically unbroken -25.0W thermal safety margin against the ablation heat load, successfully flash-freezing the atomic structure into a highly efficient, rare-earth-free thermoelectric matrix. A standard 15-minute operational cycle yields a 76.5 nm diagnostic-ready sample. Rights and Licensing: All Rights Reserved. The synthesis parameters, mechanical thresholds, and thermodynamic data provided herein establish prior art. This architecture is not open source for commercial or institutional replication. Any physical testing, commercial deployment, or institutional utilization of the 4700 RPM kinetic quench parameters or the resulting Mg2Si metamaterials requires explicit consultation, partnership, and formal licensing from the author, Daniel C. Schramm.