Manojkumar Ramteke
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View article: Echo-DND: a dual noise diffusion model for robust and precise left ventricle segmentation in echocardiography
Echo-DND: a dual noise diffusion model for robust and precise left ventricle segmentation in echocardiography Open
Recent advancements in diffusion probabilistic models (DPMs) have revolutionized image processing, demonstrating significant potential in medical applications. Accurate segmentation of the left ventricle (LV) in echocardiograms is crucial …
View article: Traveling of multiple salesmen to dynamically changing locations for satisfying multiple goals
Traveling of multiple salesmen to dynamically changing locations for satisfying multiple goals Open
Polymer grade scheduling, maritime surveillance, e-food delivery, e-commerce, and military tactics necessitate multiple agents (e.g., extruders, speed boats, salesmen) capable of visiting (or completing) dynamically changing locations (or …
View article: Process control of mAb production using multi-actor proximal policy optimization
Process control of mAb production using multi-actor proximal policy optimization Open
Monoclonal antibodies (mAb) are biopharmaceutical products that improve human immunity. In this work, we propose a multi-actor proximal policy optimization-based reinforcement learning (RL) for the control of mAb production. Here, manipula…
View article: Optimized on-line control of MMA polymerization using fast multi-objective DE
Optimized on-line control of MMA polymerization using fast multi-objective DE Open
Optimized on-line control (OOC) of polymerization reactors combine the optimization with the on-line operation and control. In this, re-optimized control variable trajectories, in the presence of unplanned disturbances, are obtained and im…