Experimental Characterization of Mycelium‐Based Composites Under Multiple Loading Conditions
This study examines the mechanical response of mycelium‐based composites under compression, shear, and tension using mechanical testing and imaging methods. The comparison between unpressed and hot‐pressed specimens shows that hot pressing is associated with higher compression and shear stiffnesses.
Shaghayegh Elahi +5 more
wiley +1 more source
A Framework of Accuracy Assured Machining for Smart Manufacturing
application/pdfThis paper presents a framework of accuracy assured machining which enables information driven manufacturing. As a framework of accuracy assured machining, a closed loop machining operation is proposed based on four fundamental functions ...
TERAMOTO, Koji +10 more
core
Intelligent machining error prediction and compensation system based on convolutional neural networks and improved genetic algorithm. [PDF]
Bai W.
europepmc +1 more source
This study applies machine learning regression to predict chromium layer thickness in decorative trivalent chromium electroplating, using 441 experiments from laboratory‐scale (1L) and pilot‐scale (14L) setups. Tree‐based models, particularly CatBoost, outperformed linear regression by capturing nonlinear parameter interactions (R2$R^2$ up to 0.77 ...
Christoph Baumer +4 more
wiley +1 more source
Cross-Condition Tool Wear State Monitoring via Multi-Source Sensor Signal Fusion and Supervised Transfer Learning. [PDF]
Huang Y, Lu X, Zhang D.
europepmc +1 more source
Machining Accuracy of a Small Punch Press Machine
Mukose, Remi, Mitsui, Kimiyuki
openaire +1 more source
Modeling the accuracy of the manufacturing machine [PDF]
Jozef Svetlík +4 more
openaire +1 more source
Design and Analysis of Compression–Torsion Coupling Metamaterials Using the Golden Section Method
A novel compression–torsion metamaterial is engineered using inclined rods and symmetry breaking. To optimize its torsional performance, the golden section method is employed. The mechanical response of the metamaterial is validated through both numerical analysis and experimental validation.
Amirhossein Hassani, Sara Bagherifard
wiley +1 more source
Study on Water-Jet-Guided Laser-Ultrasonic Grinding Hybrid Processing Technology for SiC<sub>f</sub>/SiC Composite Materials. [PDF]
Yu G, Zhang D, Pei X, Yang F.
europepmc +1 more source
Hybrid Metal–Carbon Ink for Printed Stretchable Temperature Sensors
We prepare conductive inks for temperature sensing with silver flakes and carbon or graphite flakes in a silicone elastomer matrix. Silver dominates the temperature‐dependent conductivity, while the carbon filler network ensures the stability of the conductive pathways and retains function under strain.
Makara Lay +3 more
wiley +1 more source

