Machine learning based implicit solvent model for aqueous-solution alanine dipeptide molecular dynamics simulations
Sign Up to like & getrecommendations! Published in 2023 at "RSC Advances"
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
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
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
The Development of a Transient Analysis Platform of Near-Critical CO2 Thermodynamic Systems via an Enthalpy-Based Implicit Continuous Eulerian Approach
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DOI: 10.3390/en17051126
Abstract: This work presents the development and validation of an enthalpy-based implicit continuous Eulerian (ICE) solver, termed the near-critical ICE solver (NICES), for the analysis of near-critical CO2 thermodynamic systems. Traditional approaches relying on pressure and… read more here.
Keywords: implicit continuous; based implicit; analysis; co2 ... See more keywords