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An ANN-Based Prediction Method for Mechanical Properties of Hybrid Reinforced Composites
Jun Ke Rongkun Li Jiaqiang Zhang Zhenyu Wu Zhongping Le
Wenqi Lu
Vol. 27, No. 3, pp. 1495-1516, Mar. 2026
10.1007/s12221-025-01294-4
Wenqi Lu
Vol. 27, No. 3, pp. 1495-1516, Mar. 2026
10.1007/s12221-025-01294-4
Coupled Dimensional Energy Balance and Machine Learning Validation for Ballistic Response Prediction of Fiber Composites
Bertan Beylergil Hasan Ulus Mehmet Yildiz
Vol. 27, No. 2, pp. 953-978, Feb. 2026
10.1007/s12221-025-01273-9
Vol. 27, No. 2, pp. 953-978, Feb. 2026
10.1007/s12221-025-01273-9
Estimation of Damaged Surface Images in Drilled Unidirectional Carbon Fiber Reinforced Polymer Sheets Using Convolutional Autoencoder and Multi-Layer Perceptron Decoder
Eddy Kurniawan Yong Chan Hur Ji Hoon Kim
Vol. 26, No. 12, pp. 5647-5660, Dec. 2025
10.1007/s12221-025-01181-y
Vol. 26, No. 12, pp. 5647-5660, Dec. 2025
10.1007/s12221-025-01181-y
Machine Learning-Guided Evolutionary Optimization of Compression Molding Parameters for Graphene-Enhanced Jute Fiber Composites
P. Hariharasakthisudhan M. Kandasamy K. Logesh K. Sathickbasha
Vol. 26, No. 7, pp. 3123-3145, Jul. 2025
10.1007/s12221-025-01011-1
Vol. 26, No. 7, pp. 3123-3145, Jul. 2025
10.1007/s12221-025-01011-1
Optimized Machine Learning Prediction and RSM Optimization of Mechanical Properties in Boiled Eggshell Filler-Added Biocomposites
Gopi Periyappillai S. Sathiyamurthy S. Saravanakumar
Vol. 25, No. 8, pp. 3115-3133, Aug. 2024
10.1007/s12221-024-00638-w
Vol. 25, No. 8, pp. 3115-3133, Aug. 2024
10.1007/s12221-024-00638-w
A Novel Correction Method of Kubelka–Munk Model for Color Prediction of Pre-colored Fiber Blends
Chun‘ao Wei Dehong Xie Xiaoxia Wan Shiwei Liu Junfeng Li
Vol. 25, No. 6, pp. 2139-2148, Jun. 2024
10.1007/s12221-024-00559-8
Vol. 25, No. 6, pp. 2139-2148, Jun. 2024
10.1007/s12221-024-00559-8
Storage Life Prediction of Carbon Fiber Composites Based on Electrical Conductivity
Junying Zhang Zishan Yang Shucheng Deng Junying Zhang
Vol. 25, No. 1, pp. 347-355, Jan. 2024
10.1007/s12221-023-00433-z
Vol. 25, No. 1, pp. 347-355, Jan. 2024
10.1007/s12221-023-00433-z
Predicting the Effect of Plasma Treatment on the Fading of Sulphur-Dyed Cotton Fabric Using Bayesian Regulated Neural Network (BRNN) and Gaussian Process Regression (GPR)
Chi-wai Kan Senbiao Liu Yaohui Keane Liu Kwan-yu Chris Lo Chi-wai Kan
Vol. 25, No. 1, pp. 221-233, Jan. 2024
10.1007/s12221-023-00426-y
Vol. 25, No. 1, pp. 221-233, Jan. 2024
10.1007/s12221-023-00426-y
Failure Prediction of Laminated Composites: Simulation of the Nonlinear Behavior and Progressive Damage
Abderrahmane Cheriet Abdelhafid Bensalem Abdelhakim Daoui Abderrahmane Cheriet Samir Lecheb
Ahmed Chellil Hocine Kebir Linda Aissani
Vol. 24, No. 11, pp. 4005-4012, Nov. 2023
10.1007/s12221-023-00336-z
Ahmed Chellil Hocine Kebir Linda Aissani
Vol. 24, No. 11, pp. 4005-4012, Nov. 2023
10.1007/s12221-023-00336-z
Evolution of Supercritical Fluid Carbon Dioxide Dyeing Technology: Comparison of Predictive and Experimental Affinity and Dyeability between PET Fiber and Various Disperse Dyes
Changpyo Park Sam Soo Kim Jaewoong Lee Chankyu Kang
Vol. 24, No. 7, pp. 2367-2376, Jul. 2023
10.1007/s12221-023-00202-y
Vol. 24, No. 7, pp. 2367-2376, Jul. 2023
10.1007/s12221-023-00202-y