Welcome to the personal webpage of Dr. Mahdi Shadabfar.
This website serves as a platform for you to stay informed about his latest research and professional endeavors.
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| Latest Presentations |
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| 1. Probabilistic method for rockfall analysis |
| 2. Probabilistic analysis of ground vibrations ... |
| 3. Covid 19 prediction using probabilistic models |
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| Latest Conference Papers |
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| 1. AI-based back analysis of multiphysics processes ... |
| 2. Reliability analysis of slope stability ... |
| 3. A hybrid Monte Carlo-Simulated Annealing ... |
| 4. Effects of height and span of structures ... |
| 5. A simplified method for the seismic analysis ... |
| 6. Effects of crossing angle on the behavior of ... |
| Latest Journal Papers |
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| 1. Probabilistic Machine Learning for Predicting ... |
| 2. Probabilistic estimation of thermal crack ... |
| 3. Randomized Fractional SEIR-VQHP Model ... |
| 4. Time-Variant System Reliability Analysis ... |
| 5. Spatial uncertainty quantification of ... |
| 6. A combined review of vibration control strategies ... |
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Online Courses
Time Series Prediction using Deep Neural Networks
Multilayer Perceptron (MLP) Neural Networks
Deep Recurrent Neural Networks (RNN)
Gated Recurrent Units (GRUs) Neural Networks
Long Short-Term Memory (LSTM) Neural Networks
Deep Convolutional Neural Networks (CNN)
Multi-Variate Multi-Objective Time Series Prediction
Duration: 14 Hours
Monte Carlo Sampling Method
Latin Hypercube Sampling Method
Bootstrap Sampling Method
Importance Sampling
Importance Sampling
Surrogate Modeling using ANN
Reliability-based Optimization
Time-variant System Reliability Analysis
Reliability-based Optimization
Time-variant System Reliability Analysis
Duration: 22 hours
Monte Carlo Sampling Method
Geostatistics
Data Preprocessing
Distance Matrix and Lag Distance
Cloud Variogram
Variogram Estimators
Kriging Interpolation
Variance Contour and a Measure of Error
Duration: 4 Hours
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