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Low Capillary Elastic Flow Model Optimization Using the Lattice Boltzmann Method and Non-Dominated Sorting Genetic Algorithm [PDF]

open access: yesMicromachines
In simulations of elastic flow using the lattice Boltzmann method (LBM), the steady-state behavior of the flow at low capillary numbers is typically poor and prone to the formation of bubbles with inhomogeneous lengths.
Yaqi Hou   +4 more
doaj   +2 more sources

Markov State Models: To Optimize or Not to Optimize [PDF]

open access: yesJournal of Chemical Theory and Computation, 2023
Markov state models (MSM) are a popular statistical method for analyzing the conformational dynamics of proteins including protein folding. With all statistical and machine learning (ML) models, choices must be made about the modeling pipeline that cannot be directly learned from the data.
Robert Arbon   +2 more
openaire   +2 more sources

LNG Portfolio Diversification Optimization Model of Thailand [PDF]

open access: yes, 2023
With the increase of reliance of LNG for Thailand, tons of liquefied natural gas (LNG) are imported, however there is no report that describes the engagement by a mathematical model.
U-tapao, Chalida; LNG Portfolio Diversification Optimization Model of Thailand   +3 more
core   +1 more source

Fault Diagnosis for Complex Equipment Based on Belief Rule Base with Adaptive Nonlinear Membership Function

open access: yesEntropy, 2023
Fault diagnosis of complex equipment has become a hot field in recent years. Due to excellent uncertainty processing capability and small sample problem modeling capability, belief rule base (BRB) has been widely used in the fault diagnosis.
Zheng Lian   +5 more
doaj   +1 more source

Study on Erosion Model Optimization and Damage Law of Coiled Tubing

open access: yesEnergies, 2023
Coiled tubing (CT) is used as a velocity string to transport high-velocity gas in drainage gas recovery technology. Sand particles flowing at high speed can cause serious erosion of the pipe wall.
Binqi Zhang   +7 more
doaj   +1 more source

Impervious Surface Mapping Based on Remote Sensing and an Optimized Coupled Model: The Dianchi Basin as an Example

open access: yesLand, 2023
Accurately extracting impervious surfaces (IS) and continuously monitoring their dynamics are crucial practices for promoting sustainable development in regional ecological environments and resources.
Yimin Li   +4 more
doaj   +1 more source

Habitat Suitability Assessment of Black-Necked Crane (Grus nigricollis) in the Zoige Grassland Wetland Ecological Function Zone on the Eastern Tibetan Plateau

open access: yesDiversity, 2022
Habitat suitability assessment is critical for wildlife population conservation and management planning. The MaxEnt model is widely used in species habitat suitability modeling.
Junjun Bai   +5 more
doaj   +1 more source

The Improvement and Comparison Study of Distance Metrics for Machine Learning Algorithms for Indoor Wi-Fi Localization

open access: yesIEEE Access, 2023
Accurate indoor positioning is crucial for many location-based services, but GPS accuracy is significantly reduced due to issues such as signal penetration and accuracy in indoor scenarios. In contrast, indoor Wi-Fi positioning is emerging as a promising
Xinyue Wang
doaj   +1 more source

Modelling and Optimization in Microgrids [PDF]

open access: yesEnergies, 2016
The expansion of renewable energies is progressing strongly. The influence on the power supply networks by the volatility of the infeed must be met with new concepts. In this paper we investigate the possibilities of integrating microgrids as a cooperating unit in the power supply network to support further expansion of RES power plants.
Tobias Porsinger   +3 more
openaire   +2 more sources

Cache Optimization Models and Algorithms [PDF]

open access: yesFoundations and TrendsĀ® in Communications and Information Theory, 2020
Caching refers to the act of replicating information a a faster (or closer) medium with the purpose of improving performance. This deceptively simple idea has given rise to some of the hardest optimization problems in the fields of computer systems, networking, and the Internet, many of which remain unsolved several years after their conception.
Georgios S. Paschos   +2 more
openaire   +4 more sources

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