Rehabilitation of a water distribution system using sequential multiobjective optimization models [PDF]
, 2015 Identification of the optimal rehabilitation plan for a large water distribution system (WDS) with a substantial number of decision variables is a challenging task, especially when no supercomputer facilities are available.
Ardeshir, Abdollah +2 more
core +1 more source
FPGAN: An FPGA Accelerator for Graph Attention Networks With Software and Hardware Co-Optimization
IEEE Access, 2020 The Graph Attention Networks (GATs) exhibit outstanding performance in multiple authoritative node classification benchmark tests (including transductive and inductive).
Weian Yan, Weiqin Tong, Xiaoli Zhi
doaj +1 more source
Mol-CycleGAN - a generative model for molecular optimization [PDF]
, 2019 Designing a molecule with desired properties is one of the biggest challenges in drug development, as it requires optimization of chemical compound structures with respect to many complex properties.
A Gupta +9 more
core +2 more sources
Optimal Linear Glauber Model [PDF]
Journal of Statistical Physics, 2015 Contrary to the actual nonlinear Glauber model (NLGM), the linear Glauber model (LGM) is exactly solvable, although the detailed balance condition is not generally satisfied. This motivates us to address the issue of writing the transition rate ($w_j$) in a best possible linear form such that the mean squared error in satisfying the detailed balance ...
Sahoo, Shaon, Ganguly, Soumya Kanti
openaire +4 more sources
Feedback-Based Validation Learning
ComputationThis paper presents Feedback-Based Validation Learning (FBVL), a novel approach that transforms the role of validation datasets in deep learning. Unlike conventional methods that utilize validation datasets for performance evaluation post-training, FBVL ...
Chafik Boulealam +4 more
doaj +1 more source
The EBRAINS Hodgkin-Huxley Neuron Builder: An online resource for building data-driven neuron models
Frontiers in Neuroinformatics, 2022 In the last decades, brain modeling has been established as a fundamental tool for understanding neural mechanisms and information processing in individual cells and circuits at different scales of observation.
Luca Leonardo Bologna +7 more
doaj +1 more source
Preliminary design and optimization of toroidally-wound limited angle servo motor based on a generalized magnetic circuit model [PDF]
, 2016 This paper proposes a new generalized equivalent magnetic circuit model for the preliminary design of a toroidally-wound limited angle servo motor (LASM).
Jiao, Zongxia +4 more
core +1 more source
Prediction and Analysis of Borosilicate Glass Surface Deformation Induced by Flame Jet
MachinesTo address the issues of low processing efficiency, poor forming accuracy, and internal damage in glass material processing, this study proposes the use of flame jet forming.
Biling Wang +4 more
doaj +1 more source
Defining the robust behaviour of the plant clock gene circuit with absolute RNA timeseries and open infrastructure [PDF]
Open Biology, 2015 Our understanding of the complex, transcriptional feedback loops in the circadian clock mechanism has depended upon quantitative, timeseries data from disparate sources.
Anna Flis +13 more
doaj +1 more source
ThermoModern energy storage systems for both power and transportation are highly related to lithium-ion batteries (LIBs). However, their safety depends on a potentially hazardous failure mode known as thermal runaway (TR).
Abir El Abed +4 more
doaj +1 more source