Particle Image Velocimetry: IntroIntroduces particle image velocimetry for flow velocity measurements, including practical hands-on experiments using everyday ingredients.
Air Pollution: Correlation AnalysisCovers correlation and cross-correlations in air pollution data analysis, including time series, autocorrelations, Fourier analysis, and power spectrum.
Applications of Bernoulli's EquationExplores practical applications of Bernoulli's equation in fluid dynamics, including measuring speed in aircraft and analyzing flow rates in pipes.
Signal Processing FundamentalsExplores signal processing fundamentals, including discrete time signals, spectral factorization, and stochastic processes.
Autocorrelation and PeriodicityExplores autocorrelation, periodicity, and spurious correlations in time series data, emphasizing the importance of understanding underlying processes and cautioning against misinterpretation.
Estimation and CorrelationExplains estimation, correlation, and Pearson correlation in statistics, focusing on measuring and describing relationships between variables.
Complex Systems: EpidemicsDelves into complex systems, strange attractors, and epidemics, emphasizing the influence of psychological factors and the role of contagion.
Red bus/Blue bus paradoxExplores the Red bus/Blue bus paradox, nested logit models, and multivariate extreme value models in transportation.
Real-World Fluid Mechanics AnalysisExplores applying Bernoulli's equation to real-world fluid mechanics problems, including speed sensors on aircraft and measuring flow rates in pipes.