Advanced Cyberinfrastructure Training at RPI Courses

Materials Science and Discovery Powered by Machine Learning

1 review

Explore machine learning applications in materials science, focusing on innovative discovery techniques and computational advancements in the field.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Lattice Dynamics

1 review

Explore lattice dynamics through an in-depth seminar, gaining insights into crystal structures and their vibrational properties from expert Prof. Bartomeu Monserrat.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Video

AdS/CFT Correspondence for Scalar Field Theory in Lattice AdS_2 and AdS_3

Explore the AdS/CFT correspondence for scalar field theory in lattice AdS_2 and AdS_3, delving into advanced concepts in theoretical physics and string theory.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Concepts in the Computational Study of Correlated Electron Materials

Explore computational methods for studying correlated electron materials, focusing on advanced concepts and techniques in materials science and chemistry.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Structure Prediction with Computational Methods

Explore computational methods for predicting material structures, focusing on advanced techniques and their applications in materials science.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

First Principles Thermodynamics

Explore computational condensed matter using first principles thermodynamics, gaining insights into advanced techniques and applications.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Phi^4 Theory and the Ising Model on a Sphere

Explore phi^4 theory and Ising model on spherical geometry, gaining insights into advanced physics concepts and their applications.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

QCD Spectroscopy 2023 - Part 1 of 2

Explore quantum chromodynamics spectroscopy, delving into the study of hadron properties and interactions through advanced theoretical and computational methods.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Phonons and Structural Transitions from DFT and Group Theory - Part 1

Explore phonons and structural transitions using DFT and group theory, gaining insights into fundamental concepts and advanced computational techniques.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Phonons and Structural Transitions from DFT and Group Theory - Part 2

Explore phonons and structural transitions using DFT and group theory, advancing understanding of material properties and phase changes.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

Data Management from First Principles

Learn essential data management principles for research, including tools, metadata, and FAIR practices. Enhance project organization and efficiency.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

GPU Computing and Krylov Solvers

Explore GPU computing and Krylov solvers for advanced numerical computations, enhancing problem-solving skills in high-performance computing environments.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

Exascale Computing: From Shared Memory to GPU Architecture

Explore exascale computing, HPC architectures, and GPU programming with Dr. Meifeng Lin from Brookhaven National Laboratory.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

Introduction to Quantum Computing

Explore quantum computing fundamentals, including qubits, superposition, and entanglement. Gain insights into potential applications and future implications of this revolutionary technology.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Crystallization Machine Learning - Theory and Simulation Techniques

Explore machine learning applications in crystallization, from molecular dynamics to enhanced sampling techniques for rare events and homogeneous nucleation.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video