Machine learning based implicit solvent model for aqueous-solution alanine dipeptide molecular dynamics simulations
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DOI: 10.1039/d2ra08180f
Abstract: Inspired by the recent work from Noé and coworkers on the development of machine learning based implicit solvent model for the simulation of solvated peptides [Chen et al., J. Chem. Phys., 2021, 155, 084101], here… read more here.
Keywords: solvent model; based implicit; implicit solvent; machine learning ... See more keywords
Imitation Learning-Based Implicit Semantic-Aware Communication Networks: Multi-Layer Representation and Collaborative Reasoning
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DOI: 10.1109/jsac.2022.3229419
Abstract: Semantic communication has recently attracted significant interest from both industry and academia due to its potential to transform the existing data-focused communication architecture towards a more generally intelligent and goal-oriented semantic-aware networking system. Despite its… read more here.
Keywords: semantic information; communication; implicit semantic; based implicit ... See more keywords
Ranking-Based Implicit Regularization for One-Class Collaborative Filtering
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DOI: 10.1109/tkde.2021.3069057
Abstract: One-class collaborative filtering (OCCF) problems are ubiquitous in real-world recommendation systems, such as news recommendation, but suffer from data sparsity and lack of negative items. To address the challenge, the state-of-the-art algorithm assigns uninteracted items… read more here.
Keywords: uninteracted items; one class; collaborative filtering; based implicit ... See more keywords