Scientific Computing Courses and Certifications

Colorado State University

Scientific Computing and Mathematical Modeling

Master scientific computing fundamentals and mathematical modeling techniques through practical problem-solving, covering interpolation, numerical methods, differential equations, and statistical forecasting with real-world applications.

• XuetangX
• On-Demand
• Free Online Course

Institute for Pure & Applied Mathematics (IPAM)

Packaging Scientific Software with Conda-Forge - IPAM at UCLA

Explore scientific software packaging using Conda-Forge with Jan Janssen from Los Alamos National Laboratory, focusing on co-design for exascale computing and hackathon applications.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Optimizing GPU Performance - Case Study Using Chain Benchmark in LAMMPS

Explore GPU performance optimization techniques using the Chain Benchmark in LAMMPS, presented by Stan Moore from Sandia National Laboratories at IPAM's workshop on Exascale Co-design.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Alan Turing Institute

Enhancing Scientific Computing Through Physics-Informed Neural Networks

Explore physics-informed neural networks (PINNs) as an alternative to traditional scientific computation, addressing challenges in high-dimensional problems and incorporating noisy data in inverse problems.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Isaac Newton Institute for Mathematical Sciences

Kirk Lecture: A Recent Technology for Scientific Computing - The Virtual Element Method

Explore the Virtual Element Method, a generalization of FEM for solving PDEs using polygonal/polyhedral meshes, offering improved accuracy, efficiency, and flexibility in scientific computing.

• YouTube
• 54 minutes
• On-Demand
• Free Video

ICTP-SAIFR

Quantitative Foundations of Ecological and Evolutionary Research - Class 11

Explore quantitative foundations of ecology and evolution, covering code publishing, best practices, GitHub usage, and scientific publishing processes.

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

MICDE University of Michigan

Programming Novel AI Accelerators for Scientific Computing - Part 1 - Tutorial 5

Explore programming techniques for AI accelerators in scientific computing, focusing on novel approaches and optimization strategies.

• YouTube
• 57 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Programming Novel AI Accelerators for Scientific Computing - Part 2 - Tutorial 5

Explore advanced techniques for programming AI accelerators in scientific computing, focusing on optimization and performance enhancement.

• YouTube
• 38 minutes
• On-Demand
• Free Video

MICDE University of Michigan

SciFM24 Summer School Opening Remarks

Explore the SciFM24 Summer School with opening remarks from Karthik Duraisamy, gaining insights into the program's objectives and structure.

• YouTube
• 10 minutes
• On-Demand
• Free Video

Exascale Computing Project

Lab Notebooks for Computational Mathematics, Sciences and Engineering

Explore lab notebooks' adaptation to computational research, with examples addressing challenges in transitioning from experimental to computational sciences.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

BIMSA

An Effective and Adequate Theory of Real Computation with Applications

Explore an effective theory of real computation, addressing inadequacies in current approaches and discussing applications in scientific and engineering disciplines.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Towards Persistent Computing - Next Generation of Computational Science

Explore the future of computational science and persistent computing with insights from aerospace engineering expert Venkat Raman's innovative research and perspectives.

• YouTube
• 30 minutes
• On-Demand
• Free Video

WestGrid

Nextflow and Julia for Scalable Computation

Discover powerful computational tools for scalable data processing, combining Nextflow's workflow management capabilities with Julia's high-performance computing features.

• YouTube
• 59 minutes
• On-Demand
• Free Video

USENIX

Computing Challenges for CERN's Large Hadron Collider - Data Storage and Grid Computing

Explore CERN's Large Hadron Collider computing infrastructure, focusing on cluster management, data storage, and grid computing solutions for handling massive particle physics data generation.

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

ICTP-SAIFR

Computational Methods for Simulating and Analyzing Ecological Systems - Class 4

Explore computational methods for ecological simulations and analysis, focusing on plotting techniques, floating points, and algorithmic problem-solving in quantitative ecology.

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