Computational Fluid Dynamics Courses

Introduction to Computational Thinking

Explore computational thinking through interactive programming, combining math, data science, and climate modeling to develop sophisticated problem-solving skills for the modern interconnected world.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Computational Principles Underlying the Learning of Sensorimotor Repertoires

Explore computational principles of motor learning, focusing on context's role in memory activation and how statistical learning shapes object representations.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Dynamics and Control I

Explore dynamics and vibrations of mechanical systems, covering kinematics, force-momentum, work-energy, Lagrange's equations, and linear stability analysis. Includes MATLAB® for problem-solving.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Computational Science and Engineering I

Comprehensive review of advanced mathematical methods for engineering, covering linear algebra, differential equations, Fourier analysis, and numerical techniques with applications to various engineering problems.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Analysis of Transport Phenomena: Fluid Mechanics

Dive into mathematical modeling of fluid dynamics, heat transfer, and continuum mechanics, exploring concepts from Navier-Stokes equations to linear stability analysis.

• MITx Online
• 9 weeks, 10-12 hours a week
• On-Demand
• Free Online Course

Computational Data Science in Physics I

Explore realistic physics research examples using computational methods to analyze LIGO data, detect gravitational waves, and fit signals within physical models using Jupyter notebooks.

• MITx Online
• 6 weeks, 10-15 hours a week
• On-Demand
• Free Online Course

Computational Data Science in Physics II

Master computational methods for physics research, including hypothesis testing, semi-parametric methods, deep learning, and analyzing LHC data to measure W and Z boson properties.

• MITx Online
• 7 weeks, 10-15 hours a week
• On-Demand
• Free Online Course

Computational Data Science in Physics III

Dive into numerical simulations for physics research, from differential equations to lattice models, culminating in applications relevant to contemporary lattice QCD.

• MITx Online
• 7 weeks, 10-15 hours a week
• On-Demand
• Free Online Course

Introduction to Mechanics: Kinematics and Dynamics

Dive into calculus-based physics, exploring kinematics, Newton's laws, circular motion, and resistive forces in this comprehensive mechanics introduction.

• MITx Online
• 5 weeks, 10-12 hours a week
• On-Demand
• Free Online Course

Introduction to Mechanics: Rotational Dynamics

Explore rotational dynamics in this calculus-based physics course covering rigid bodies, torque, angular momentum, and gyroscopes.

• MITx Online
• 4 weeks, 10-12 hours a week
• On-Demand
• Free Online Course

Computational Music Theory and Analysis

Explore computational approaches to music theory using Python and MIT's music21 toolkit, covering algorithms, corpus studies, machine learning, and music generation techniques.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Advanced Fluid Mechanics 2: The Navier-Stokes Equations for Viscous Flows

Master the Navier-Stokes equations for viscous flows, analyzing pipe, channel, and Stokes flows while applying dimensional analysis and lubrication theory to solve industrial fluid problems.

• MITx Online
• 16 weeks, 8-12 hours a week
• On-Demand
• Free Online Course

Advanced Fluid Mechanics 3: Potential Flows & Boundary Layers

Master potential flow theory and boundary layer analysis for high Reynolds number flows, exploring vorticity, circulation, lift, and turbulence transition.

• MITx Online
• On-Demand
• Free Online Course

Computational Neuroscience

9 reviews

Explore computational principles of vision, sensory-motor control, learning, and memory. Gain hands-on experience with neural encoding, decoding, and network models using Matlab/Octave/Python.

• Coursera
• 23 hours 38 minutes
• On-Demand
• Paid Course

Fluid Mechanics I

11 reviews

Learn the fundamental properties of Fluids, Pascal's Law, Buoyancy and the Bernoulli Equation, Energy Equation and more on this series of lectures by Dr. Biddle

• YouTube
• 20 hours
• On-Demand
• Free Video