Computational physics

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Related lectures (31)

Computational Quantum Physics

Covers path-integral ground state methods and Monte Carlo simulations in computational quantum physics.

Interactive Computational Chemistry Exercises

Introduces single-source interactive computational chemistry exercises powered by Github Actions and JupyterBook.

AI for Science

Explores fundamental principles in scientific research, the impact of computers, numerical algorithms, and deep learning in solving high-dimensional problems.

Scientific Computing in Neuroscience

Explores scientific computing in neuroscience, emphasizing the simulation of neurons and networks using tools like NEURON, NEST, and BRIAN.

Fixed Energy Propagator: Analytic Structure

Explores the fixed energy propagator's analytic structure and its application in free theory, emphasizing its key properties and computations.

Understanding Machine Learning: Exactly Solvable Models

Explores the statistical mechanics of learning, focusing on neural networks' mysteries and computational challenges.

Introduction to C Programming

Covers the basics of C programming, including syntax, data types, pointers, arrays, and compilation commands.

Laplacian Solvers

Explores Laplacian solvers, covering approximate solutions, applications, error conversion, and theoretical advancements in computational methods.

Intersection Numbers: Properties and Computation

Explores intersection numbers of plane curves, their properties, and computation methods.

Egg Drop Challenge

Explores a mechanical engineering project designing a protective device for an egg drop challenge.

Nanoporous Materials Genome: Capturing Carbon and Chemical Intuition

Delves into machine-learning techniques in materials science, focusing on Metal Organic Frameworks and their potential in clean energy technologies.

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