Concepedia

Inverse design of functionally graded porous structures with target dynamic responses

Zhiqiang Zou, Jinlong Liu, Kang Gao, Da Chen, Jie Yang, Zhangming Wu

International Journal of Mechanical Sciences · 2024 · 31 citations · 72 references

Open access

Concepts

EngineeringComputational EngineeringComputational Structural AnalysisFinite Element AnalysisStructural EngineeringDynamic Structural ResponseFluid-flow In Porous MediaInverse DesignInverse Structural AnalysisPorous MaterialsStructural OptimizationFunctionally Graded PorosityFunctionally Graded StructuresMechanical Properties Of Porous MaterialsPore Structure ControlPoroelasticityPoromechanicsPorous Structures

References

72

Decoupled Weight Decay Regularization

Ilya Loshchilov, Frank Hutter · arXiv (Cornell University) · 2017 · 9.1K citations · Full text

Computing, Computer Science, Algorithms +16

Denoising Diffusion Probabilistic Models

arXiv (Cornell University) · 2020 · 5.6K citations · Full text

Computing, Computer Science, Computer Vision +16

Generative Adversarial Networks

arXiv (Cornell University) · 2014 · 4.6K citations · Full text

Computing, Computer Science, Computer Graphics +10

An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications

Esteban Samaniego, Cosmin Anitescu, Somdatta Goswami et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 1.9K citations · Full text

Engineering, Computational Engineering, Computer Science +17

Sigmoid-weighted linear units for neural network function approximation in reinforcement learning

Stefan Elfwing, Eiji Uchibe, Kenji Doya · Neural Networks · 2018 · 1.9K citations · Full text

Computing, Computer Science, Artificial Intelligence +13