N.N. Oltyan

2026

1. Invariant-oriented methodology for the experimental verification of an LLM-based data structuring pipeline Dynamics of Complex Systems - XXI century, No. 5, 2026 pp. 193-200
2. Deterministic pipeline for structuring text into JSON and XML with formal constraints, controlled generation and operational integration Dynamics of Complex Systems - XXI century, No. 5, 2026 pp. 97-104