Results 1 to 10 of about 575 (185)

Topology‐Aware Neural Networks for Abnormal Consumption Detection and Location in Water Distribution Networks

Water Resources Research
This paper presents a topology‐aware neural network approach for the detection, location, and quantification of abnormal consumptions in water distribution networks.
João Caetano, Nelson Carriço, Bruno Brentan, Andrea Menapace, Dídia Covas   +4 more
doaj   +2 more sources

Optimising Convolutional Neural Networks to Predict the Hygrothermal Performance of Building Components

Energies, 2019
Performing numerous simulations of a building component, for example to assess its hygrothermal performance with consideration of multiple uncertain input parameters, can easily become computationally inhibitive.
Astrid Tijskens, Hans Janssen, Staf Roels   +2 more
doaj   +1 more source

Refined Metamodel Disturbance Observer-Based Control for Coarse Pointing Assembly Under Constraints

Guidance, Navigation and Control
The target tracking performance of the coarse pointing assembly (CPA) is a critical factor in determining the data transmission efficiency of the inter-satellite laser communication.
Yongjian Yang, Zeyu Bao, Jianzhong Qiao, Yukai Zhu, Lei Guo   +4 more
doaj   +1 more source

On the Two-Scale Modelling of Elastohydrodynamic Lubrication in Tilted-Pad Bearings

Lubricants, 2018
A two-scale method for modelling the Elastohydrodynamic Lubrication (EHL) of tilted-pad bearings is derived and a range of solutions are presented. The method is developed from previous publications and is based on the Heterogeneous Multiscale Methods ...
Gregory de Boer, Andreas Almqvist
doaj   +1 more source

Selection of Appropriate Criteria for Optimization of Ventilation Element for Protective Clothing Using a Numerical Approach

Computation
While there are multiple methods to ventilate protective clothing, there is still room for improvement. In our research, we are using ventilation elements that are positioned at the ventilation holes in the air space between the body and clothing.
Sanjay Rajni Vejanand, Alexander Janushevskis, Ivo Vaicis   +2 more
doaj   +1 more source

Application of KNN and ANN Metamodeling for RTM Filling Process Prediction. [PDF]

Materials (Basel), 2023
Chai BX, Eisenbart B, Nikzad M, Fox B, Blythe A, Bwar KH, Wang J, Du Y, Shevtsov S.   +8 more
europepmc   +1 more source

Metamodeling for Policy Simulations with Multivariate Outcomes. [PDF]

Med Decis Making, 2022
Zhong H, Brandeau ML, Yazdi GE, Wang J, Nolen S, Hagan L, Thompson WW, Assoumou SA, Linas BP, Salomon JA.   +9 more
europepmc   +1 more source

Metamodelling of a two-population spiking neural network. [PDF]

PLoS Comput Biol, 2023
Skaar JW, Haug N, Stasik AJ, Einevoll GT, Tøndel K.   +4 more
europepmc   +1 more source

Bayesian metamodeling of complex biological systems across varying representations. [PDF]

Proc Natl Acad Sci U S A, 2021
Raveh B, Sun L, White KL, Sanyal T, Tempkin J, Zheng D, Bharath K, Singla J, Wang C, Zhao J, Li A, Graham NA, Kesselman C, Stevens RC, Sali A.   +14 more
europepmc   +1 more source

Parametric Optimization of Thin-Walled 3D Beams with Perforation Based on Homogenization and Soft Computing. [PDF]

Materials (Basel), 2022
Gajewski T, Staszak N, Garbowski T.
europepmc   +1 more source