FieldChain: A Wire-Speed Primitive for Energy-Efficient Storage Integrity
FieldChain achieves a sustained system throughput of 41.28 GiB/s on an NVIDIA RTX 4050, saturating PCIe Gen4 x8 links. By leveraging a custom Vulkan backend, we demonstrate a peak kernel compute capacity of 166.86 GiB/s, proving that cryptographic overhead is effectively zero.
TARS Core: A Physics-Constrained Machine Learning Pipeline for High-Precision Exoplanet Detection
We introduce TARS Core, a physics-constrained pipeline prioritizing precision. Using a linear filter cascade with Event Evidence Aggregator (EEA) and ECHO modules, it enforces orbital coherence and shape constraints, achieving 78.6% precision in the TESS two-transit regime.
QUANTA: Signal-to-Noise Limit of Qubits in Quantum Computing
A research initiative defining an experimental law for the signal-to-noise limit of qubits. This work explores the architectural divergence required to stabilize quantum signals in high-interference environments.