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A semantics, energy-based approach to automate biomodel composition [PDF]
PLoS ONE, 2022 Hierarchical modelling is essential to achieving complex, large-scale models. However, not all modelling schemes support hierarchical composition, and correctly mapping points of connection between models requires comprehensive knowledge of each model’s ...
Niloofar Shahidi +4 more
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A Free Energy Based Approach for Distance Metric Learning. [PDF]
KDD, 2019 We present a reformulation of the distance metric learning problem as a penalized optimization problem, with a penalty term corresponding to the von Neumann entropy of the distance metric. This formulation leads to a mapping to statistical mechanics such that the metric learning optimization problem becomes equivalent to free energy minimization ...
Inaba S +3 more
europepmc +4 more sources
Energy-based approach to the assessment of traffic flow
Transport TechnologiesThis article focuses on modeling vehicle acceleration noise in different road conditions, emphasizing urban, highway, and rural roads in Ukraine. Acceleration noise, which refers to the fluctuations in a vehicle's acceleration, is a critical factor in ...
Volodymyr Polishuk +4 more
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An energy-based coupling approach to nonlocal interface problems [PDF]
Computers & Fluids, 2020 Nonlocal models provide accurate representations of physical phenomena ranging from fracture mechanics to complex subsurface flows, where traditional partial differential equations fail to capture effects caused by long-range forces at the microscale and mesoscale.
Giacomo Capodaglio +3 more
openaire +4 more sources
An energy-based modeling approach to the induction machine
2021 European Control Conference (ECC), 2021 The induction machine is used in a wide variety of applications as a means of converting electrical energy into mechanical work and vice versa. There is an increasing use of the machine as a generator in unconventional wind and micro-hydro energy systems.
Luis Miguel Esquivel-Sancho +2 more
openaire +2 more sources
Review of the identification of near-fault velocity pulse-like strong ground motions
地球与行星物理论评, 2023 Strong pulse-like ground motions have caused extensive damage to many engineering structures and are one of the main factors influencing earthquake damage in near-fault regions.
Xiaofen Zhao, Zengping Wen
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Energy‐Based Abstraction for Soft Robotic System Development
Advanced Intelligent Systems, 2023 Soft robots are designed to convert stored energy into useful work done. Typically, the soft robot designer starts from a type of soft actuation technology at a component level, rather than from a systems engineering level.
Ho-Tak D. Chun +2 more
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Active Learning for Domain Adaptation: An Energy-Based Approach
Proceedings of the AAAI Conference on Artificial Intelligence, 2022 Unsupervised domain adaptation has recently emerged as an effective paradigm for generalizing deep neural networks to new target domains. However, there is still enormous potential to be tapped to reach the fully supervised performance. In this paper, we present a novel active learning strategy to assist knowledge transfer in the target domain, dubbed ...
Binhui Xie +5 more
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Leakage Inductances of Transformers at Arbitrarily Located Windings
Energies, 2020 The article presents the calculation of the leakage inductance in power transformers. As a rule, the leakage flux in the transformer window is represented by the short-circuit inductance, which affects the short-circuit voltage, and this is a very ...
Marcin Jaraczewski, Tadeusz Sobczyk
doaj +1 more source
Decentralised Electricity Markets and Proactive Customer Behaviour
Energies, 2021 The energy transition in Germany takes part in decentral structures. With the ongoing integration of Renewable Energy Sources (RES) into the electricity supply system, supply-side is therefore becoming increasingly decentral and volatile due to the ...
Jens Maiwald, Tino Schuette
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