Mesklin Research

Research that moves technology forward

Discover our work across AI, secure computing, quantum systems, and the infrastructure that brings research into production.

Featured publication

Mesko-legacy-llm

Mesklin Research Labs

Search publications

7 papers

PUBLICATIONS

Featured ResearchJune 2026

A legacy-aware large language model engineered for enterprise archives, document modernization, and precision recovery of institutional knowledge.

Mesklin Research Labs

AI ResearchMarch 2024

An in-depth analysis of the efficiency gains in multi-modal neural processing through optimized attention mechanisms.

A. Rao, J. Patel, M. Chen

CybersecurityApril 2024

Exploring lattice-based cryptography for securing enterprise cloud infrastructure against future quantum-tier threats.

S. Iyer, L. Thompson

Featured ResearchSeptember 2024

Transformer-based models discover topological codes that reduce qubit overhead in large-scale quantum processors.

Mesklin Research Labs

AI ResearchSeptember 12, 2024

Mesklin Research Labs team explores memory-efficient attention mechanisms for mobile hardware.

A. Chen, J. Smith

CybersecurityAugust 28, 2024

Evaluating lattice-based encryption resilience against upcoming hardware threats.

M. Rodriguez

QuantumAugust 15, 2024

Novel approach to reducing thermal noise in control electronics for mK environments.

L. Thompson et al.

Partner with our researchers on applied AI, secure infrastructure, and next-generation computing.