3 papers
eess.SY2026
Cognitive Flexibility as a Latent Structural Operator for Bayesian State Estimation
Thanana Nuchkrua, Sudchai Boonto, Xiaoqi Liu
Deep stochastic state-space models enable Bayesian filtering in nonlinear, partially observed systems but typically assume a fixed latent structure. When this assumption is violate…
eess.SY2026
Cognitive-Flexible Control via Latent Model Reorganization with Predictive Safety Guarantees
Thanana Nuchkrua, Sudchai Boonto
Learning-enabled control systems must maintain safety when system dynamics and sensing conditions change abruptly. Although stochastic latent-state models enable uncertainty-aware…
eess.SY2022
Modeling the Material-Inventory Transportation Problem Using Multi-Objective Optimization
Issarapong Khuankrue, Sudchai Boonto, Yasuhiro Tsujimura
In the era of industry 4.0, procurement in supply chain management is the key to developing information management systems. It directly affects production planning failure. In this…