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High efficiency of antibacterial activity-based Zn-Co@BTC MOF against Bacillus bacterial cells. [PDF]

Sci Rep
Abdelnasser E, El-Naggar AA, Lotfy LA, Alaraj AM, Eid AM, El-Banna A, Sharshir SW, Ismail W, Abdelfatah M, El-Shaer A.   +9 more
europepmc   +1 more source

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Theory-guided machine learning for damage characterization of composites

Composite Structures, 2020
A novel approach for damage characterization through machine learning is presented where theoretical knowledge of failure and strain-softening is linked to the macroscopic response of quasi-isotropic composite laminates in over-height compact tension ...
N. Zobeiry, J. Reiner, R. Vaziri
semanticscholar   +3 more sources

Theoretical shear damage characterization of intact rock under compressive-shear stress considering energy dissipation

International journal of damage mechanics, 2023
Investigation into rock damage is of great significance for evaluating and predicting the stability of underground rock applications, such as deep mining or tunneling structures. Considering the energy dissipation properties during rock deformation, this
Song Luo, F. Gong, K. Peng
semanticscholar   +1 more source

Multi-level structural damage characterization using sparse acoustic sensor networks and knowledge transferred deep learning.

Ultrasonics, 2023
Standard structural health monitoring techniques face well-known difficulties for comprehensive defect diagnosis in real-world structures that have structural, material, or geometric complexity.
R. Palanisamy, Pyun Do-Kyung, A. Findikoglu   +2 more
semanticscholar   +1 more source