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High-temperature creep and stress-relaxation modelling of 316H stainless steel using neutron-diffraction measurements, finite-element validation and constitutive material modelling.
Python UpdatedJun 5, 2026 -
Microstructure-informed fatigue crack-growth prediction in austenitic stainless steel using fracture mechanics, machine learning and microstructure-sensitive modelling.
python machine-learning computational-mechanics materials-science fatigue fracture-mechanics fatigue-crack-growthPython UpdatedJun 5, 2026 -
IGA-Trimmed-Plate Public
NURBS-based IGA plate with trimmed hole and dynamic loading
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Virtual-Tungsten-Fatigue Public
Defect-aware digital twin for tungsten fatigue: Kitagawa/Murakami + short-crack growth, Monte-Carlo
Python MIT License UpdatedNov 25, 2025 -
The aim of the project is to figure out if a model can be learned to predict stresses and strains in a loaded structure and to see if the model can generalize in terms of variation in geometry, loa…
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Temperature- & rate-dependent shear and rheo-bending models for molten PA6 with solver-ready material hook
Python MIT License UpdatedSep 24, 2025 -
Ensemble gradient-boosting models for fatigue prediction with calibrated prediction intervals and data-split comparison
machine-learning fatigue-analysis uncertainty-quantification gradient-boosting prediction-intervals structural-health-monitoring essemblelearningJupyter Notebook UpdatedMay 31, 2025 -
Resonance in rotating machinery occurs when the blade’s eigenfrequency matches the rotational speed harmonics. By adjusting the blade thickness, stiffness and mass distribution were optimized, shif…
UpdatedMar 8, 2025 -
This thesis work focuses on using finite element (FE) simulations with Abaqus to enhance AM processes involving polymers. The aim is to develop accurate FE modeling and process simulation to predic…
UpdatedFeb 19, 2025 -
Fluid-Structure-Interaction Public
This project will focus on designing and optimizing a hydraulic valve using topology optimization. The model for this project is inspired by EPIROC, who provided the data for the valve and hydrauli…
UpdatedFeb 19, 2025 -
In this paper, seek to design the plastic mulch laying machine that includes a sliding fit mechanism to adjust the variable size of bund making, press wheel and hoeing blade.
UpdatedFeb 19, 2025 -
In proposed approach different materials compared like Aluminium alloy 7075, Magnesium alloy, Titanium alloys (Ti -3Al- 2.5V) and beryllium alloy (25) are taken for the analysis of connecting rod a…
UpdatedFeb 19, 2025 -
The lab's goal was to create a composite material with the particular configuration [0_2/90_2/45/−45]𝑠 . The goal of this assignment is to use FEM to model a composite fuel tank subjected to intern…
UpdatedFeb 18, 2025 -
The study of failure due to some damage mechanism and the evaluation of the failure. Addition to this the cyclic behaviour of material is implemented, the stress update routine.
UpdatedFeb 18, 2025 -