Information propagation in a non-local model with emergent locality
Sign Up to like & getrecommendations! Published in 2022 at "Journal of High Energy Physics"
DOI: 10.1007/jhep04(2022)106
Abstract: Abstract In this paper, we revisit a “relatively local” model proposed in [1], where locality and dimensionality of space only emerges from the entanglement structure of the state the system is in. Various quantities such… read more here.
Keywords: emergent locality; locality; local model; information propagation ... See more keywords
Modeling climate change impacts on precipitation in arid regions of Pakistan: a non-local model output statistics downscaling approach
Sign Up to like & getrecommendations! Published in 2018 at "Theoretical and Applied Climatology"
DOI: 10.1007/s00704-018-2672-5
Abstract: The uncertainties in climate projections in arid regions are quite high due to the large variability of climate and the lack of high-quality climate observations. In this study, an ensemble of four Coupled Model Intercomparison… read more here.
Keywords: non local; precipitation; climatology; local model ... See more keywords
The Generalised Local Model applied to Fibreglass
Sign Up to like & getrecommendations! Published in 2018 at "Composite Structures"
DOI: 10.1016/j.compstruct.2018.06.073
Abstract: Abstract In the present research work, the Generalised Local Model (GLM) is employed to characterize the failure of a commercial Fibreglass by determining the Primary Cumulative Distribution Function of Failure (PCDFF) through an experimental campaign… read more here.
Keywords: fibreglass; generalised local; local model; failure ... See more keywords
Automatic Modeling with Local Model Networks for Benchmark Processes
Sign Up to like & getrecommendations! Published in 2017 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2017.08.089
Abstract: Abstract In this paper an automated model generation framework is used to identify three nonlinear dynamic benchmark processes. The nonlinearity is approximated using tree-based local model networks (LMN) with external dynamics, which are represented by… read more here.
Keywords: automatic modeling; model networks; model; local model ... See more keywords
Regulated Subspace Projection Based Local Model Update Compression for Communication-Efficient Federated Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2023.3242722
Abstract: Despite high utility in distributed networks, federated learning entails enormous communication overhead due to the requirement of trained model exchange at every global iteration. When the communication resources are limited, as in wireless environments, learning… read more here.
Keywords: communication efficient; projection; communication; federated learning ... See more keywords
Ultra-local model-free speed prediction control based on high-order sliding mode compensation for PMSM drives
Sign Up to like & getrecommendations! Published in 2022 at "Advances in Mechanical Engineering"
DOI: 10.1177/16878132221114248
Abstract: The model predictive control (MPC) is widely used in permanent magnet synchronous motor (PMSM) motion systems because of its simple structure, easy implementation, and reasonable control effect to realize accurate speed tracking. However, MPC relies… read more here.
Keywords: speed; ultra local; control; model free ... See more keywords
The switching control method for the nonlinear response of seismic surface based on the local T-S model
Sign Up to like & getrecommendations! Published in 2020 at "Earth Sciences Research Journal"
DOI: 10.15446/esrj.v24n3.90432
Abstract: Based on the local T-S model, the switching control method for the nonlinear response of the seismic surface is studied, and the stiffness matrix of the composite interlayer element of viscoelastic damper and herringbone support… read more here.
Keywords: response; control; method; local model ... See more keywords