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.
☆13Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Interpretable-ML-shear-squat-wall
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆27Updated 3 years ago
- ☆9Updated 3 years ago
- Recursive long short-term memory network for predicting nonlinear structural seismic response☆16Updated 2 years ago
- Earthquake Responses prediction using Deep learning and Database☆36Updated 10 months ago
- Implementing ensemble learning methods for shear strength prediction of RC deep beams with/without web reinforcements☆16Updated 3 years ago
- Deep LSTM for highly nonlinear system modeling☆50Updated 5 years ago
- Failure mode identification of shear walls☆17Updated 4 years ago
- Physics-guided Convolutional Neural Network☆62Updated 4 years ago
- A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.☆45Updated 7 months ago
- ☆13Updated 3 years ago
- gmspy is a python package for dealing with ground motions time-histories induced by earthquakes, including various intensity measures (IM…☆14Updated 2 months ago
- Using deep learning techniques like 1D and 2D CNNs, LSTM to detect damage in a structure with hinges/joints after an earthquake.☆13Updated 3 years ago
- 基于粒子群算法优化的BPNN和ElM对海浪高度的预测☆37Updated 2 years ago
- 基于OpenSeespy的自复位结构IDA分析☆9Updated last year
- 古泉教授出版《OpenSees实用教程》算例☆40Updated last year
- use PSO to train the sigle layer NN structure☆25Updated 2 years ago
- Sanitized Grey Wolf Optimizer(SGWO)-Support Vector Regressor (SVR)☆68Updated 2 years ago
- Codes of our journal paper: Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simula…☆14Updated 3 months ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆12Updated last year
- 采用试井压力导数曲线作为训练数据进行油藏模型分类，通过keras构造分类模型☆11Updated 5 years ago
- Matlab code to generate stationary Gaussian random field☆27Updated 5 years ago
- We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.☆60Updated last year
- This is an auto moment-curvature analysis tool. Mesh generation is accomplished by gmesh, and moment-curvature analysis is running in op…☆15Updated 6 months ago
- ☆15Updated 3 years ago
- Open source codes for city-scale nonlinear time history analysis of buildings considering site-city interaction effects.☆12Updated 5 years ago
- Deep Learning for Structural Health monitoring☆11Updated last month
- Kriging for Analysis, Design optimization, And expLoration (KADAL)☆16Updated 2 years ago
- 基于Python语言的OpenSees算例，重点在于Python语言在OpenSees中的应用。☆12Updated 3 years ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆33Updated 2 years ago