MICDE University of Michigan Courses

2024 Nobel Prize Lectures - AI and Natural Sciences

Explore how the 2024 Nobel Prizes in Physics and Chemistry highlight AI's transformative impact on neural networks and protein structure prediction through expert lectures and panel discussion.

• YouTube
• 1 hour 46 minutes
• Self-Paced
• Free Video

Scientific Creativity - Limits, Approaching Limits, and Breaking Limits

Explore the boundaries of scientific creativity and learn strategies for pushing beyond conventional limits in research and innovation.

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

Algorithmic Differentiation for Plane-Wave DFT

Discover algorithmic differentiation techniques for plane-wave density functional theory, covering efficient derivative computation in metals and applications to inverse design.

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

AI in Neurosurgery - Foundation Models for Brain Tumor Detection

Discover how AI foundation models revolutionize brain tumor detection in neurosurgery through Dr. Todd Hollon's groundbreaking research and FastGlioma development.

• YouTube
• 25 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