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

Theories of Creativity and Reasoning in Generative AI

Explore theories of creativity and reasoning in generative AI through insights from Stanford and Andreessen Horowitz perspectives on artificial intelligence capabilities.

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

Formally Verified Numerical Methods in Scientific Computing

Delve into formal verification techniques for numerical methods, exploring machine-checked program verification and mathematical proofs for scientific computing algorithms and differential equations.

• YouTube
• 56 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

Parthenon: A Flexible Framework for Rapid Development of Performance Portable Multiphysics Codes

Discover how Parthenon framework enables rapid development of adaptive, multiphysics codes for high-performance computing, supporting both CPU and GPU platforms for scientific simulations.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Heaviside Composite Optimization - A New Paradigm of Optimization

Delve into Heaviside composite optimization theory, exploring its modeling applications, theoretical foundations, and connections to discrete optimization through expert insights and comprehensive analysis.

• YouTube
• 1 hour 13 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

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