Modeling Biomolecular Simulations and Experiments

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Related lectures (53)

Signals, Instruments, and Systems Log in to Mediaspace to watch this video

Explores signals, instruments, and systems, covering ADC, Fourier Transform, sampling, signal reconstruction, aliasing, and anti-alias filters.

Graph Coloring: Theory and Applications Log in to Mediaspace to watch this video

Covers the theory and applications of graph coloring, focusing on disassortative stochastic block models and planted coloring.

Pizza Making Process Log in to Mediaspace to watch this video

Covers the process of making pizza, sampling, averages, dispersion, residuals, and normal distribution.

Introduction to Sampling Log in to Mediaspace to watch this video

Covers the concept of sampling, the sampling theorem, signal reconstruction, and the conversion of analogue signals to digital signals.

Sampling: Inference and Statistics Log in to Mediaspace to watch this video

Explores sampling, inferential statistics, and effective experimentation in statistics.

Data Representations and Processing in Machine Learning Log in to Mediaspace to watch this video

Covers data representations and processing techniques essential for effective machine learning algorithms.

Normal Distribution: Characteristics and Examples Log in to Mediaspace to watch this video

Covers the characteristics and importance of the normal distribution, including examples and treatment scenarios.

Sampling Complex Exponentials Log in to Mediaspace to watch this video

Covers the sampling of complex exponentials and the challenges of reconstruction in different scenarios.

Sampling: Inference and Statistics Log in to Mediaspace to watch this video

Explores sampling in inferential statistics, emphasizing the impact of sample size and randomness on inference accuracy.

Wireless Receivers: Time and Phase Offset Log in to Mediaspace to watch this video

Covers the impact and compensation of time and phase offset in wireless receivers.

Approximate Query Processing: BlinkDB Log in to Mediaspace to watch this video

Introduces BlinkDB, a framework for approximate query processing using sampling techniques.

Signal Processing: Basic Definitions and Properties Log in to Mediaspace to watch this video

Explores basic signal definitions, properties, and digital signal processing techniques.

Stratified Sampling: Theory and Applications Log in to Mediaspace to watch this video

Explores stratified sampling, dividing a population into subgroups for more accurate sampling.

Sampling: DT-time processing of CT signals Log in to Mediaspace to watch this video

Covers the importance of sampling in signal processing, including the sampling theorem and signal reconstruction.

Atomic-Scale Modeling: Introduction & Hands-On Log in to Mediaspace to watch this video

Offers a hands-on introduction to atomic-scale modeling through Jupyter notebooks, focusing on fundamental materials science concepts.

Supercentenarians: Longevity Database Analysis Log in to Mediaspace to watch this video

Covers the analysis of supercentenarians' longevity data and the impact of biased sampling.

Digital Control: Sampling Time Trade-offs Log in to Mediaspace to watch this video

Discusses the trade-offs in selecting sampling time for digital control systems.

Molecular Dynamics Simulations: Force Fields and Parameterization Log in to Mediaspace to watch this video

Explores molecular dynamics simulations, emphasizing force fields, water models, and parameterization methods.

Protein Folding Simulations Log in to Mediaspace to watch this video

Covers theory and practical applications of protein folding simulations using molecular dynamics, focusing on solvent effects and analysis of folding dynamics.

Untitled Log in to Mediaspace to watch this video

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