dcfeng-87 / Interpretable-ML-shear-squat-wall
Developing an interpretable machine learning model for predicting the shear strength of RC squat walls using XGBoost and SHAP.
☆14Updated 3 years ago
Alternatives and similar repositories for Interpretable-ML-shear-squat-wall
Users that are interested in Interpretable-ML-shear-squat-wall are comparing it to the libraries listed below
Sorting:
- ☆9Updated 4 years ago
- Failure mode identification of shear walls☆17Updated 5 years ago
- Implementing ensemble learning methods for shear strength prediction of RC deep beams with/without web reinforcements☆16Updated 4 years ago
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆30Updated 3 years ago
- Using deep learning techniques like 1D and 2D CNNs, LSTM to detect damage in a structure with hinges/joints after an earthquake.☆15Updated 4 years ago
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆15Updated 4 months ago
- Earthquake Responses prediction using Deep learning and Database☆37Updated last month
- 基于粒子群算法优化的BPNN和ElM对海浪高度的预测☆40Updated 3 years ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆18Updated 3 years ago
- 这一篇notebook是关于我写的毕业论文的整个过程的方法和总结，包括了我在写论文时的一些感悟和体验。☆18Updated 7 years ago
- 声发射信号处理与识别☆69Updated 5 years ago
- ☆9Updated last year
- XGB、LSTM、KNNR、SVR预测☆13Updated 4 months ago
- 基于OpenSeespy的自复位结构IDA分析☆13Updated 2 years ago
- Deep LSTM for highly nonlinear system modeling☆55Updated 5 years ago
- Sanitized Grey Wolf Optimizer(SGWO)-Support Vector Regressor (SVR)☆75Updated 2 years ago
- Physics-guided Convolutional Neural Network☆67Updated 4 years ago
- ☆16Updated 3 years ago
- Signal prediction by using LSSVM with PSO and PSR☆24Updated 6 years ago
- 古泉教授出版《OpenSees实用教程》算例☆47Updated 2 years ago
- 粒子群算法优化支持向量机☆137Updated 2 years ago
- Our Load Forecasting using LSSVM tuned by IGWO. Paper coming soo.. welp, looks like no paper for this one guys.☆10Updated last year
- 自己写的论文源码-ICEEMDAN-BiLSTM-ARIMA模型☆25Updated last year
- A sequential combination of LSTM and MLP for the prediction of cutterhead torque for TBM.☆10Updated 4 years ago
- A comprehensive experimental and numerical database for bare steel and composite semi-rigid (partially restrained and/or partial strength…☆18Updated last month
- python 用GA算法优化BP神经网络☆156Updated 4 years ago
- use PSO to train the sigle layer NN structure☆23Updated 2 years ago
- graduation design DBN + SVM☆35Updated 6 years ago
- Confidence and prediction intervals for feedforward NNs and RNNs☆27Updated 6 years ago
- Code repository for "Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forec…☆15Updated 5 years ago