| ANN | Artificial Neural Network |
| CFE | Crush force efficiency |
| CFRP | Carbon fiber-reinforced polymer |
| DTR | Decision tree regressor |
| EA | Energy absorption |
| EN | Elastic nets |
| HP | Hyperparameters |
| LAR | Lasso regressor |
| LR | Linear regressor |
| MAPE | Mean absolute percentage error |
| ML | Machine learning |
| MLP | Multi-layer perceptron |
| NSGA-II | Non-dominated sorting genetic algorithm II |
| Pip | Initial peak force |
| Pm | Mean crushing force |
| PUF | Polyurethane foam |
| ReLU | Rectified Linear Unit |
| RL | Reinforcement learning |
| RMSE | Root mean squared error |
| RNN | Recurrent Neural Networks |
| RR | Ridge regressor |
| RSS | Residual sum of squares |
| SEA | Specific absorbed energy |
| Vf | Fiber volume fraction |