MICDE University of Michigan Courses

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
• Self-Paced
• Free Video

Performance Aware Program Synthesis for Scientific Computing - Enabling Effective Lazy Programmers

Explore performance-aware program synthesis techniques for scientific computing, focusing on efficient code generation and optimization strategies for computational research.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Hardware Accelerators for Next-Generation AI Models - From Random Forests to Graph Neural Networks

Explore hardware acceleration techniques for AI models, focusing on random forests and graph neural networks, with insights into advanced computational architectures and optimization.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Machine Learning in Materials Discovery and Design for the Future

Discover how machine learning and large language models revolutionize materials science, from ab-initio thermodynamics to sustainable material design using the pyiron workflow framework.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Chemical Foundation Models for Drug Discovery

Explore chemical foundation models for drug discovery, focusing on innovative approaches and potential breakthroughs in pharmaceutical research.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Graph Neural Networks for Learning System Dynamics

Explore Graph Neural Networks for learning system dynamics, focusing on applications in complex systems and data-driven modeling techniques.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Foundation Models for Materials Synthesis

Explore foundation models for materials synthesis, focusing on AI-driven approaches to accelerate discovery and innovation in materials science.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Foundation Models for a Sustainable Planet

Explore how foundation models can address sustainability challenges and drive positive environmental impact through AI-powered solutions.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Foundation Models for Materials Discovery

Explore foundation models for materials discovery, focusing on their applications and potential in advancing scientific research and innovation.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Learning the Language of Chemistry

Explore chemical language through AI, focusing on molecular transformations and retrosynthesis. Gain insights into cutting-edge applications in organic synthesis.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Modeling and Measuring Scientific Creativity

Explore scientific creativity through modeling and measurement techniques, gaining insights into innovative thinking and research methodologies.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Scientific Feasibility (ScFy)

Explore scientific feasibility with Erica Briscoe, delving into the concept of ScFy and its applications in research and innovation.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Robot Scientist - Exploring Artificial Intelligence in Research

Explore cutting-edge research in robotics and artificial intelligence with insights from a leading expert in the field.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Foundation Models for Science

Explore foundation models' potential in scientific research, focusing on their applications and impact on various scientific disciplines.

• YouTube
• 1 hour 45 minutes
• Self-Paced
• Free Video

GENIE: Generative Foundation Models for Automated Climate Science

Explore generative foundation models for automated climate science with Rose Yu's GENIE project, advancing AI applications in environmental research.

• YouTube
• 21 minutes
• Self-Paced
• Free Video