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131 видео
Infill (Surrogate Based Opt.)
Tutorial: Modeling a Propeller/Rotor in CFD (STAR-CCM+)
Reverse mode AD / backprop: explanation, Julia example, and custom rules
Contour Plots (Matlab)
Potential Flow: what it is and why it's useful
Genetic Algorithms (Real Encoding)
Genetic Algorithm (Binary Encoded)
Next Steps in Using an Optimizer (scipy.optimize, Python)
Drag buildup from airfoils (strip theory)
Gradient-based wind farm layout optimization
Automating Adjoints with Algorithmic Differentiation
Search Direction 1
Contour Plots (Python)
Getting Started with Julia: Workflow
Providing Derivatives for Optimization (scipy.optimize, Python)
Lifting Line part 2: general lift distributions, winglets, bound vortices
5a-Induced Drag
Vortex Lattice Method
FLOWUnsteady: An Interactional Aerodynamics Solver for Multirotor Aircraft and Wind Energy
Basic Optimization Usage (Python)
Using and Developing Julia Packages
Quadcopter wake
Blade Element Momentum (BEM) for propellers and turbines: part 2 blade element (plus momentum)
DuctAPE Title Slide Animation Tutorial
Branch and Bound
Lifting Line Theory part 1: elliptic lift distribution, induced drag, reduced lift curve slope
Blade Element Momentum (BEM) for propellers and turbines: part 1 linear and angular momentum
Getting Started With a Text Editor (for programming)
Line Search 1
Introduction to Engineering Design Optimization
Reliable Mode Tracking in Gradient-Based Optimization Frameworks with Flutter Constraints
Getting Started with PyTorch
Getting Started with Python
Simple PINN Code Walkthrough
23b-Orbital Mechanics (con't)
Intro to using TikZ and PGFPlots to create high-quality figures
Basic Optimization Usage (Matlab)
Training a PyTorch model on Google CoLab GPUs
Principles for Creating High Quality Figures in Scientific Publications
