Parallel learning: Overview and perspective for computational learning across Syn2Real and Sim2Real

Q Miao, Y Lv, M Huang, X Wang… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
… with parallel intelligence [6], which is a theory on interactions between the virtual and real
worlds to form a closed-loop artificial intelligence (AI… from the viewpoint of parallel intelligence. …

Parallel intelligence in metaverses: Welcome to Hanoi!

FY Wang - IEEE Intelligent Systems, 2022 - ieeexplore.ieee.org
… system has three modes of operations: 1) training and learning, where artificial systems are
used mainly for off-line activities; 2) testing and validating, where computational experiments

High-throughput experimentation meets artificial intelligence: a new pathway to catalyst discovery

K McCullough, T Williams, K Mingle… - Physical Chemistry …, 2020 - pubs.rsc.org
… needed for parallel analysis. … parallel screening and analysis techniques, data management
methodologies must be utilized to avoid bottlenecking of the overall HT experimentation

A review on computational intelligence for identification of nonlinear dynamical systems

G Quaranta, W Lacarbonara, SF Masri - Nonlinear Dynamics, 2020 - Springer
… be necessarily corroborated making use of extensive experimental tests and data. The
complexity … Finally, neurocomputing is based on a parallel and distributed information processing …

Simulation intelligence: Towards a new generation of scientific methods

A Lavin, D Krakauer, H Zenil, J Gottschlich… - arXiv preprint arXiv …, 2021 - arxiv.org
… can expect significant strides in scientific experimentation and discovery, in essentially all …
the coupled solutions through either a parallel or a serial architecture using supervised …

Accelerating materials discovery using artificial intelligence, high performance computing and robotics

EO Pyzer-Knapp, JW Pitera, PWJ Staar… - npj Computational …, 2022 - nature.com
… -intensive work is being augmented by automated, parallel, and iterative processes driven
by Artificial Intelligence (AI), simulation and experimental automation. In this perspective, we …

Metaverses and DeMetaverses: From digital twins in CPS to parallel intelligence in CPSS

X Wang, J Yang, J Han, W Wang… - IEEE Intelligent …, 2022 - ieeexplore.ieee.org
… , computation experiments, and parallel execution (ACP) approach was proposed as a parallel
intelligence … The basic idea of ACP is that parallel systems consisting of actual systems …

A review on computational intelligence techniques in cloud and edge computing

M Asim, Y Wang, K Wang… - … Topics in Computational …, 2020 - ieeexplore.ieee.org
Experimental results demonstrate that it outperforms BFA and two other algorithms in terms
of makespan, computation cost, and resource utilization. Jacob et al. [96] presented a BFA for …

The DAO to metacontrol for metasystems in metaverses: The system of parallel control systems for knowledge automation and control intelligence in CPSS

FY Wang - IEEE/CAA Journal of Automatica Sinica, 2022 - ieeexplore.ieee.org
… With the advance in parallel intelligence and metaverses, this would be changed, and we
need … system in MultiVerse, conduct its computational experiments in InterVerse, and design its …

A survey on parallel clustering algorithms for big data

Z Dafir, Y Lamari, SC Slaoui - Artificial Intelligence Review, 2021 - Springer
… so-called parallel clustering algorithms. This paper presents an overview of the latest parallel
… The experiments on synthetic and real datasets show that the proposed method performs …