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1. Optimization-of-building-energy-consumption Optimization-of-building-energy-consumption Public

   This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo pac…

   Jupyter Notebook 28 6

2. Segmentation-of-satellite-images-of-water-bodies Segmentation-of-satellite-images-of-water-bodies Public

   In this notebook, I employed built-in Keras Sequential model and pretrained ResNet50 model using Pytorch to perform segmentation of satellite images of water bodies.

   Jupyter Notebook 6 3

3. MATLAB_modeling_two_phase_flow MATLAB_modeling_two_phase_flow Public

   Modeling two-phase flow and transport in porous media using MATLAB.

   MATLAB 7

4. Cluster-analysis-of-pressure-decline-during-solute-transport-in-bulk-liquid Cluster-analysis-of-pressure-decline-during-solute-transport-in-bulk-liquid Public

   In this notebook, I used unsupervised machine learning algorithms (K-Means and K-Plane) to cluster times series data.

   Jupyter Notebook 2

5. Linear-Programming-MILP-DP-NLP-Optimization-With-Python Linear-Programming-MILP-DP-NLP-Optimization-With-Python Public

   This notebook serves as an introduction to Linear Programming and MILP with Python, covering both the concepts and practical applications through various popular optimization problems.

   Jupyter Notebook 5 2

6. COMSOL_modeling_solute_transport_and-turbulent_flow_analysis COMSOL_modeling_solute_transport_and-turbulent_flow_analysis Public

   Use COMSOL Multiphysics to model the transport of gas into the bulk oil phase during gas injection processes. This model was used to simulate the visualization study of gas/oil interactions as deta…

   3