SRE Experimental Protocol V1.0: High-Fidelity Atomic Topological Auditing and Analytical Prediction

SummaryThis repository contains the SRE (Status-Relational Entropy) Experimental Protocol V1.0, shifting material science from inductive categorization to **Topological Auditing**. Utilizing informational statistics, it provides a precise algebraic path to simulate and predict the evolution of elements, polyatomic molecules, and catalytic clusters. Core Architecture1. Foundational Postulates:** Redefines mass as Causal Depth (N) within algorithmic packets. Establishes structural stability via dual topological invariants (β₀=1, Δβ₁=0) and a homological read-only barrier.2. Experimental Pipeline:** Features a 4-step workflow: Multi-source data ingestion (VASP/NIST), Orbital-layered spectral auditing via Graph Laplacian partitioning, Distributed latency synchronization, and Analytic inverse training utilizing a multi-target composite loss (Lₜₒₜₐₗ).3. Validation:** Confirmed via Isotopic Causal Divergence (¹²C vs ¹³C) and Actinide-based heavy element robustness tests. Availability* Open Source:** Full system papers, simulation code, and algebraic derivations for Operators 1–6.* Commercial (Closed): Core modules for Operators 7–10.* Interactive Tool:** Fully open AI-assisted notebook available at: https://notebooklm.google.com/notebook/ef52bf5a-f6d0-4a2a-aed4-b25d6520ab2c