Lectures related to Diffusion Equation: Gaussian Solutions

Explores cell wall structures, membrane proteins, transport mechanisms, motility, and chemotaxis in prokaryotic cells.

Pharmacokinetics: Drug Absorption and Distribution

Explores drug absorption, distribution, and clinical implications, focusing on salicylate poisoning and drug trapping in lysosomes.

Understanding Neuron Electrical Properties: Ion Transport Mechanisms

Covers the electrical properties of neurons, focusing on ion transport mechanisms and their role in generating electrical signals.

Complex Organic Molecules: Proteins

Explores the structure and function of proteins, essential for life.

Ion Channels: Structure and Function

Covers the role of ion channels in biological processes, from bacterial resistance to neuronal signaling and pain modulation.

Continuous Random Variables

Covers continuous random variables, probability density functions, and distributions, with practical examples.

Fundamental Limits of Gradient-Based Learning

Delves into the fundamental limits of gradient-based learning on neural networks, covering topics such as binomial theorem, exponential series, and moment-generating functions.

Continuous Random Variables

Explores continuous random variables, density functions, joint variables, independence, and conditional densities.

Transport Phenomena: Introduction

Covers the introduction to transport phenomena, diffusion, and thermal conduction in daily life.

Probability Distributions: Central Limit Theorem and Applications

Discusses probability distributions and the Central Limit Theorem, emphasizing their importance in data science and statistical analysis.

Na Transport: Ussing's Model

Discusses Ussing's model for epithelial transport and its experimental investigation.

Transport Phenomena: Introduction

Introduces transport phenomena, covering diffusion and thermal conduction in daily life.

Continuous Random Variables: Basic Ideas

Explores continuous random variables and their properties, including support and cumulative distribution functions.

Introduction to Continuous Random Variables: Probability Distributions

Introduces continuous random variables and their probability distributions, emphasizing their applications in statistics and data science.

The Passive Membrane

Explains the passive membrane model in computational neuroscience and its mathematical aspects.

Proteins: Structure, Function, and Mechanisms

Explores the structure, function, and mechanisms of proteins, enzymes, motor proteins, transport proteins, and ion channels in cellular processes.

Radiative Exchange: Specular View Factors

Covers specular view factors, radiative exchange, energy transfer, and numerical integration methods in thermal radiation.

Energy Transformations: ATP and Cellular Work

Explores major themes in biology, focusing on energy transformations within cellular systems and the crucial role of adenosine triphosphate (ATP).

Brownian Motion: Fundamentals and Applications

Explores the fundamentals of Brownian motion, including particle positions and distribution functions.

Vesicular Transport Mechanism

Explores the Nobel Prize-winning research on cell transport mechanisms and vesicle formation.