Korea Institute of Industrial Technology

Influenceof Anti-Agglomerants and Water Cut on FlowAssurance and CO2 Capture in a Model Water-in-Oil Systemfor Maritime Applications

Abstract This study investigated the effects of antiagglomerant (AA) concentration and water cut (WC) on flow assurance within a gas hydrate-based CO2 capture and transport using a model water-in-oil (W/O) system for maritime applications. Phase equilibrium measurements revealed...

Instability control and emission characteristics of methane/hydrogen non-premixed flames under DC electric fields

This study experimentally investigated the Kelvin–Helmholtz instability in methane/hydrogen non-premixed flames induced by velocity differences between the fuel jet and co-flow. Using a co-flow burner, various fuel and co-flow velocity conditions were tested to identify the regim...

Backward Completion Pools for Domain-Specific LLM Agents: Soft Search Modulation with Compiled Relaxations

Production LLM agents serve repeated requests against fixed applications - booking, CRM, project tracking - where goals recur as templates. Current methods allocate test-time search effort using learned signals (process reward models, self-evaluation), which cost extra model call...