Rezultati - sequential model-based optimization

Advanced Machine Learning Applications in Big Data Analytics

Teme: “...model predictive control...”
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Stem Cell Delivery Routes: From Preclinical Models to Clinical Applications od Fagoonee, Sharmila

“...Key Feature: - A comprehensive summary of stem cell delivery for cell-based therapeutics, suitable for a broad range of readers - 10 sequential chapters that enhance the reader’s understanding on the subject - An Introduction to stem cell technology - Coverage of 3 key stem cell transplantation routes (liver, kidney and eye) - Coverage of in vivo stem cell tracking - Inclusion of basic information about MSC delivery and methods of clinical applications - Discussions about preclinical mouse models - A perspective on stem cell bottlenecks and recent advances in biomedical engineering that enhance the clinical application of MSCs The contents are adapted to suit readers learning about advanced stem cells therapies at all academic levels, including undergraduates, lecturers, as well as those who are curious to understand more about the importance of stem cells, and their application in cell-based therapeutics. ...”
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Chapter Scheduling Optimization of Electric Ready Mixed Concrete Vehicles Using an Improved Model-Based Reinforcement Learning od Chen, Zhengyi, Zhang, Xiao, Song, Changhao, Cheng, Jack C. P.

“...The entire process is then conceptualized as a Markov decision problem (MDP), which enables sequential decision-making. We subsequently develop an enhanced model-based reinforcement learning technique, named parallel-masked-decaying Monte Carlo Tree Search (PMD-MCTS), for efficient resolution of the MDP. ...”
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Advances in Intelligent Data Analysis and Its Applications

Teme: “...expected model optimization method...”
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Fermentation Processes

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Modelling and solving the integrated locomotive scheduling and driver assignment problem with an extension to graph 2-list-colouring problem with compatibility constraints od Staszek, Jonasz

“...After a literature review, we present a novel optimization model for the problem studied and a way to improve its formulation. ...”
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Advances in Wastewater Treatment 2024

“...The five review papers focus on renewable-energy integration for energy-self-sufficient municipal plants; advances in chemical coagulation and electrocoagulation; methanogenesis for biomethane production; solar-driven photocatalytic treatment using concentrator systems; and modeling and management strategies to optimize aeration energy use....”
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Sustainable Industrial Engineering along Product-Service Life Cycle/Supply Chain

Teme: “...game model...”
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Mathematical Modelling and Machine Learning Methods for Bioinformatics and Data Science Applications

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Approximate Bayesian Inference

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Modelling, Monitoring, Control and Optimization for Complex Industrial Processes

Teme: “...model-based design...”
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Advanced Polymer Simulation and Processing

Teme: “...constitutive modeling...”
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Advanced Polymer Simulation and Processing

Teme: “...constitutive modeling...”
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Advanced Polymer Simulation and Processing

Teme: “...constitutive modeling...”
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Advanced Polymer Simulation and Processing

Teme: “...constitutive modeling...”
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