RiseUpp Logo
RiseUpp Logo
Path Integral Methods: Advanced Atomistic Modeling
Educator Logo

Powered by

Provider Logo

Path Integral Methods: Advanced Atomistic Modeling

Master path integral methods for incorporating quantum mechanical behavior in molecular dynamics and atomistic simulation calculations.

Course Cost

Free course

Advanced

Skill Level

5 Weeks

Self-paced lessons

Delve into the advanced world of path integral methods in atomistic modeling with this comprehensive course. Designed for graduate students and ambitious undergraduates, this course provides a thorough introduction to using path integral techniques in atomistic simulations. You'll explore the basic theory and progress to advanced topics such as accelerating path integral simulations and extracting approximate quantum dynamics and reaction rates. The course combines recorded lectures, detailed notes, and hands-on tutorials using cutting-edge research software. From molecular dynamics recaps to colored-noise methods and ring-polymer molecular dynamics, you'll gain a deep understanding of how to incorporate quantum mechanical effects in atomic-scale modeling, applicable from cryogenic to room temperatures and beyond.

English

Powered by

Provider Logo

What you'll learn

  • Understand the fundamental principles of path integral methods in atomistic simulations

  • Apply basic theory of path integrals to molecular modeling problems

  • Implement advanced estimators for computing momentum-dependent observables

  • Utilize accelerated path integral techniques to reduce computational costs

  • Apply ring-polymer contractions and high-order path integral Hamiltonians

  • Explore colored-noise methods for enhancing simulation efficiency

  • Understand and apply approximate techniques for quantum dynamics using path integral formalism

  • Implement ring-polymer molecular dynamics in atomistic simulations

Skills you'll gain

Path Integral Methods
Atomistic Modeling
Quantum Mechanics
Molecular Dynamics
Ring-Polymer Dynamics
Colored-Noise Methods
Computational Chemistry
Statistical Mechanics

This course includes:

PreRecorded video

Access on Mobile, Tablet, Desktop

Limited Access access

Closed caption

Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

icon-0icon-1icon-2icon-3icon-4

There are 7 modules in this course

This course offers an in-depth exploration of path integral methods in atomistic modeling. It begins with a recap of molecular dynamics and related sampling techniques before diving into the basic theory of path integral methods. The curriculum covers advanced topics such as accelerated path integrals, including ring-polymer contractions, high-order path integral Hamiltonians, and colored-noise methods. Students will learn about approximate techniques for quantum dynamics based on the path integral formalism, with a focus on ring-polymer molecular dynamics. The course also addresses advanced estimators for computing momentum-dependent observables and explores both adiabatic and non-adiabatic ring-polymer rate theory. Throughout the course, participants will engage with practical exercises using jupyter notebooks and advanced molecular dynamics code, providing hands-on experience with research-grade software.

Molecular Dynamics and Sampling

Module 1

The basics of path integrals

Module 2

Advanced path integral methods

Module 3

Ring Polymer molecular dynamics

Module 4

Colored-noise methods

Module 5

Adiabatic ring-polymer rate theory

Module 6

Non-adiabatic ring-polymer rate theory

Module 7

Fee Structure

Reviews

Testimonials and success stories are a testament to the quality of this program and its impact on your career and learning journey. Be the first to help others make an informed decision by sharing your review of the course.

Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Path Integral Methods: Advanced Atomistic Modeling

Advanced

Skill Level

5 Weeks

Self-paced lessons

Course Cost

Free course

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.