Sovereign Cross-Border Liquidity Trees: Non-Equilibrium Preemptive Balance Projections via Quantum-Safe Monte Carlo Engines
Year: 2026
Type: article
Abstract: Central bank Real-Time Gross Settlement (RTGS) infrastructures, multi-currency continuous linked settlement (CLS) mechanisms, and emerging sovereign Cross-Border Central Bank Digital Currency (mCBDC) networks face an existential mathematical trilemma: liquidity efficiency, real-time deterministic finality, and systemic solvency immunity under non-equilibrium market conditions. During acute cross-border credit shocks or geopolitical liquidity fractures, bilateral Nostro-Vostro clearing corridors degenerate into systemic gridlock, where interdependent gross obligations cannot settle due to localized intraday cash shortages despite aggregate system solvency. In this monograph, we formalize, construct, and mathematically prove the Sovereign Liquidity Tree (SLT) architecture: a non-equilibrium stochastic framework for preemptive cross-border balance projection. We model the global topology of interconnected Nostro/Vostro corridors as a dynamic, directed multigraph governed by non-linear stochastic partial differential equations (SPDEs) and viscous fluid-transport dynamics on networks. To resolve settlement bottlenecks prior to physical queue formation, we engineer the Quantum-Safe Monte Carlo Preemptive Engine (QS-MCPE). Leveraging parallelized, quasi-random Sobol sequence generation with low-discrepancy Brownian path synthesis across 2,048 simultaneous FX corridors, QS-MCPE forecasts probability densities of intraday settlement deadlock across a rolling H = 24-hour temporal horizon within < 4.12 ms. To protect cross-border liquidity allocations against harvest-now-decrypt-later (HNDL) attacks by quantum adversaries, the engine encapsulates all dynamic liquidity rebalancing trees and multi-lateral clearing pledges within a FIPS 203/204 compliant lattice cryptography pipeline, utilizing CRYSTALS-Kyber-1024 (ML-KEM) key encapsulation and CRYSTALS-Dilithium-5 (ML-DSA) post-quantum signatures operating over ISO 20022 pacs.009 financial messages. Analytical proofs of gridlock non-occurrence and full C++20 AVX-512 vector implementations demonstrate a 41.83% reduction in systemic intraday capital lock-up with zero queue formation under stressed conditions.
Author: Al-Araishi, Ayman
Language: English
Subfield: Finance
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W7223471209
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