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Deep-Generative-Models Public
This course covers fundamental and current topics of generative modeling and uncertainty quantification. Topics include Monte Carlo methods, Divergence measures, Variational inference, and autoenco…
Jupyter Notebook UpdatedJun 10, 2025 -
Fluid-Mechanics Public
This course covers the mathematical modeling of fluid mechanics, including incompressible flows, Navier-Stokes equations, low Reynolds number flows, irrotational flows, gravity waves, boundary laye…
UpdatedJun 10, 2025 -
Tensorflow pretrained machine-learning model loaded inside Abaqus's Fortran subroutine
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This course covers materials characterization methods to study the structure and physical properties of materials. Major surface characterization techniques included are optical microscopy, Raman, …
AGS Script UpdatedMay 26, 2025 -
This course covers classification, heat treatment, and properties of engineering metals and alloys, metallurgical phenomena, microstructure-performance relationships, ferrous and non-ferrous alloys…
UpdatedMay 26, 2025 -
This course covers casting, forging, and injection molding principles, design-manufacturing relationships, material selection, design principles, simulation techniques, quality control, and purchas…
UpdatedMay 26, 2025 -
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Beam-Plate-And-Shell-Models Public
This course covers the quantities and operators of continuum mechanics in different coordinate systems, and the assumptions of the beam and plate models and derivation of the beam and plate equatio…
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This optimization program uses BOTORCH - Gaussian Process and Bayesian Optimization to calibrate the hydrogen diffusion model to capture the experimental data of Thermal-Desorption Spectroscopy (TDS)
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Hydrogen diffusion model in COMSOL, as benchmarked from Abaqus's subroutine
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This course covers partial differential equations using separation of variables and Fourier techniques, the physical interpretations of the equations, the equations in the spherical and cylindrical…
Jupyter Notebook UpdatedMay 6, 2025 -
This course covers numerical modelling in applied mechanics and some of the most common numerical modelling methods in mechanics. It provides critical evaluation, potential validation, and analysis…
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This repository contains the subroutine source code of Emilio Martínez-Pañeda on various physical problems. This is his website https://www.empaneda.com/codes/
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CalculiX Public
Forked from Dhondtguido/CalculiXThis repository contains the source files of CalculiX, a three-dimensional Finite Element Program (www.calculix.de).
Fortran GNU General Public License v2.0 UpdatedMar 28, 2025 -
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This course covers basics of software testing and quality assurance, concepts, testing techniques and reviews, test planning, management and tools, the role of testing in quality assurance and qual…
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Mechatronic-Machine-Design Public
This course covers mechatronic machine design process, Laplace transform, transfer function, impulse and step responses, basics dynamic models, operational amplifier circuits, AD & DA conversion, B…
MATLAB UpdatedFeb 27, 2025 -
Thin-walled-Structures Public
This course covers numerical analysis of large complex, thin-walled structures in terms of: physical understanding of the global structural static and vibratory response, force flow, materials and …
1 UpdatedFeb 27, 2025 -
Quantum-Mechanics Public
This course covers Hilbert space, Dirac notation, bases, operators, Hermitian operators, eigenvalues, eigenfunctions, quantum postulates, quantum measurement, uncertainty relations, expectation val…
UpdatedFeb 27, 2025 -
Software-Engineering Public
This course covers software engineering phases (requirements engineering, software architecture, design, implementation, testing, evolution), cross-cutting activities (software processes, agile dev…
UpdatedFeb 27, 2025 -
Journal-General-Literature Public
General literatures and previous works that are hard to categorize
GLSL UpdatedFeb 26, 2025 -
Statistical-Inference Public
This course covers statistical analysis and statistical inference, estimation, simple parametric and nonparametric tests, statistical dependence and correlation, linear regression analysis and anal…
HTML UpdatedFeb 26, 2025 -
CrystalPlasticity Public
Forked from TarletonGroup/CrystalPlasticityCP UMAT and CZM UEL for Abaqus
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Mechatronic-Basics Public
This course covers general structure of a mechatronic system and the essential parts that form this type of systems. The physical principles and properties of the most common sensors and actuators …
MATLAB UpdatedFeb 25, 2025 -
489A A cozy program to obtain the hyperparameters of diverse distributions to fit a PDF or frequency diagram
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JLPT-Materials Public
Materials for passing the Japanese JLPT Exam - N3-N2-N1 level
Jupyter Notebook UpdatedFeb 18, 2025 -
The course covers engineering paradigm in structure and machine modeling, derive the element contributions of the beam and plate models, build the equilibrium equations of structures from element c…
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