Abrasive waterjet drilling of polymers is difficult to optimize owing to nonlinear interactions and conflicting performance requirements. This study suggests combining experimental, ML models, multi-objective optimization, and statistical validation to improve polycarbonate drilling performance. A full factorial de...
J. B. Chandar, C. Rathinasuriyan, N. Lenin et al.· Scientific Reports· 0 citations
Confined fire environments in marine and industrial compartments present serious safety challenges due to rapid heat accumulation, restricted ventilation, and complex buoyancy-driven flow behavior. Accurate prediction of propagation of heat and development of plume is important for the effective and efficient design of...
S. Deshmukh, Mithul J. Naidu, Jitendra Pal et al.· Scientific Reports· 0 citations
Simulation results indicate that the proposed Adaptive Quad-Agent Double Deep Q-Network model effectively supports dynamic signal phase adaptation, minimizes congestion, and provides more accurate queue length estimations under complex traffic conditions.
Bharathi Ramesh Kumar, Sachin Salunkhe, S. Shinde et al.· Frontiers in Future Transpor...· 0 citations
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