Anisotropy

Anisotropy

Machine Learning-Based Approach to Modeling Anisotropic Behavior of Elastoplastic Materials

Researchers from Northwestern Polytechnic University have developed a machine learning-based data-driven approach to model anisotropic and tension-compression asymmetry behavior of elastoplastic materials using limited experimental data. This innovative technique utilizes artificial neural networks to improve the predictive capability under unknown large deformations. The proposed approach has been successfully applied to

Technical institutes

Machine Learning-Based Approach to Modeling Anisotropic Behavior of Elastoplastic Materials

Researchers from Northwestern Polytechnic University have developed a machine learning-based data-driven approach to model anisotropic and tension-compression asymmetry behavior of elastoplastic materials using limited experimental data. This innovative technique utilizes artificial neural networks to improve the predictive capability under unknown large deformations. The proposed approach has been successfully applied to

Electromagnetism

Breakthrough in Electromagnetic Protection: Carbon Aerogels Show Promising Results

Researchers from the Chinese Academy of Sciences have made significant strides in developing carbon aerogels with ultra-wide effective absorption bandwidths and robust attenuation capacities. These innovative materials have the potential to revolutionize electromagnetic protection technologies, particularly in military and advanced electronic applications. The study, supported by the Natural Science Foundation

Thin films

Research Reveals Novel Strategy for Improving Anisotropic Critical Current Density of YBa2Cu3Oy Films

Researchers at Kyushu Sangyo University have developed a novel strategy for improving anisotropic critical current density of YBa2Cu3Oy films through ab-plane oriented columnar defects. This breakthrough research has significant implications for the field of applied physics, particularly in the development of superconducting materials. By introducing columnar defects using 200 MeV

Electromagnetism

Breakthrough in Electromagnetic Protection: Carbon Aerogels Show Promising Results

Researchers from the Chinese Academy of Sciences have made significant strides in developing carbon aerogels with ultra-wide effective absorption bandwidths and robust attenuation capacities. These innovative materials have the potential to revolutionize electromagnetic protection technologies, particularly in military and advanced electronic applications. The study, supported by the Natural Science Foundation