Lecture

Atomic-Scale Modeling: Introduction & Hands-On

Related lectures (36)
Atomistic Machine Learning: Physics and Data
Explores Atomistic Machine Learning, integrating physical principles into models to predict molecular properties accurately.
Data Science Visualization with Pandas
Covers data manipulation and exploration using Python with a focus on visualization techniques.
Python Lists: Manipulation and Comprehension
Covers Python list manipulation and comprehension, emphasizing memory representation and mutability.
Quantum Chemistry: Lecture Series
Series covers spherical coordinates, harmonics, Legendre polynomials, and angular momentum.
Mutable and Immutable Objects
Explains the differences between mutable and immutable objects in Python and covers native container types.
Structures and Mechanisms: Opening a Box
Explores the analysis of structures and mechanisms through a sample problem of opening a box with a string-held lid.
Defects in Crystals: Point Defects and Dislocations
Explores point defects and dislocations in crystals, highlighting their impact on material properties and the importance of energy relaxation.
Atomic-scale Modeling: Interactive Exercises and Graded Assignments
Explores atomic-scale modeling through interactive exercises and graded assignments, covering crystallography, diffraction, defects, and regression models.
Introduction to Data Science
Introduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.
Python Programming Basics
Covers the basics of Python programming, focusing on flow control structures, interactive mode, script mode, and variables.

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.