IEEE

Real-Time Melt Pool Homogenization Through Geometry-Informed Control in Laser Powder Bed Fusion Using Reinforcement Learning

Abstract: This paper presents a real-time geometry-informed control strategy to homogenize melt pool measurements in laser powder bed fusion (L-PBF) using reinforcement learning. The learning control ...
IEEE

Boosting the Training of Deep Reinforcement Learning Traffic Control by Using the World Model

Abstract: Deep reinforcement learning (DRL) traffic control attracts increasing interest since it is widely viewed as a powerful tool for alleviating congestion that significantly impacts people’s ...
SciELO

Fiber reinforced self compacting concrete workability properties prediction and optimization of mix using machine learning modeling

Self Compacting Concrete (SCC) is an engineered concrete manufactured in such a way that it can compact itself independently, without any external vibrations or equipment. The self-weight of the SCC ...
SciELO

Shear strengthening of reinforced concrete beams using fibre reinforced polymer composites

Since fiber-reinforced polymer (FRP) composites are superior to traditional steel reinforcements, they are widely used in advanced concrete technology. By using a combination of fibres and FRP ...