esvs2202 / Concrete-Compressive-Strength-Prediction
The aim of this project is to develop a solution using Data science and machine learning to predict the compressive strength of a concrete with respect to the its age and the quantity of ingredients used.
☆18Updated last year
Alternatives and similar repositories for Concrete-Compressive-Strength-Prediction:
Users that are interested in Concrete-Compressive-Strength-Prediction are comparing it to the libraries listed below
- Different modeling techniques like multiple linear regression, decision tree, and random forest, etc. will be used for predicting the co…☆20Updated 4 years ago
- Implementing ensemble learning methods for shear strength prediction of RC deep beams with/without web reinforcements☆16Updated 3 years ago
- ☆14Updated 2 years ago
- Physics-Informed and Hybrid Machine Learning in Additive Manufacturing: Application to Fused Filament Fabrication☆16Updated 3 years ago
- Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…☆11Updated last year
- Materials from the coursera course on Finite Element Methods in Physics with programming assignments written in Deal ii☆22Updated 7 years ago
- Concrete Compressive Strength Prediction using Machine Learning☆24Updated 4 years ago
- FE model updating in Python☆10Updated 3 years ago
- 2D Simulation of flow through a channel, past a moving cylinder, using the Lattice Boltzmann CFD method.☆11Updated 8 years ago
- BERT is a dataset that presents vibration tests performed on an aluminum beam with a bolted joint with various tightening torques and hys…☆15Updated 3 years ago
- How would you predict the compressive strength of concrete as a function of its constituent materials and curing time? In this portfolio …☆10Updated 4 years ago
- ☆13Updated 5 years ago
- Strain Gradient Theory Simulation (Python and Fortran on Abaqus)☆11Updated 3 years ago
- Frequency Domain Decomposition (FDD)☆10Updated 4 years ago
- Graph neural networks for stress and strain fields prediction☆46Updated 2 years ago
- Finite element thermo-elastic, buckling analysis of variable angle tow laminated plate☆8Updated 5 years ago
- A finite element code to solve for the dynamic fragmentation of concrete at different strain rates. A bi-linear cohesive zone model is us…☆11Updated 6 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆15Updated 3 years ago
- Outputs Abaqus odb information to MATLAB mat file.☆11Updated 10 years ago
- This repository includes my work/assignments while studying MOOC course on NPTEL. The course was on Phase Field Modelling: Computatonal a…☆9Updated 6 years ago
- MEEG-44403/54403 Machine Learning for Mechanical Engineers at the University of Arkansas☆31Updated last month
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆15Updated 6 years ago
- Dual mesh approach for solving phase field based brittle fracture problems☆13Updated 3 years ago
- Python script for automation of parametric study in ANSYS Workbench☆15Updated 6 years ago
- Finite element modeling of some 2D benchmarks : heat conduction, linear elasticity, dam break flow, viscous fingering in porous media.☆19Updated 4 years ago
- MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning☆28Updated 2 years ago