MICDE University of Michigan Courses

Next-generation Frameworks for AI and Science, and Trust - Lecture 8

Explore next-gen AI frameworks in science, examining their potential benefits, safety concerns, and trust mechanisms through recent advancements and scientific applications.

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

Scaling Laws of Formal Reasoning in Large Language Models - Lecture 7

Explore advancements in LLMs' formal reasoning abilities through Llemma, a mathematics-focused foundation model, and strategies for easy-to-hard generalization in problem-solving.

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

Scaling up Materials Foundation Models - Lecture 4

Explore scaling materials foundation models for molecules and crystals, neural scaling laws, and generative materials modeling advancements.

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

Foundation Models for Enabling Rational Design of Biological Systems - Lecture 3

Explore foundation models for rational design of biological systems with Arvind Ramanathan, advancing understanding in computational biology and system engineering.

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

Cosmological Hydrodynamical Simulations and Machine Learning in Galaxy Formation and Cosmology

Explore cosmological hydrodynamical simulations and machine learning applications in galaxy formation and cosmology. Gain insights into extracting cosmological information from non-linear processes.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

UQ for ML and ML for UQ - Uncertainty Quantification and Machine Learning in Physics-Based Modeling

Explore the interplay between Uncertainty Quantification and Machine Learning in physics-based modeling, examining their roles in solving complex computational challenges across various applications.

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

Exploring the Dark Universe - Challenges in Cosmology

Explore the Dark Universe with Dr. Katrin Heitmann, delving into cosmology's exciting phase, dark matter, dark energy, and challenges in data interpretation using supercomputer simulations.

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

Exploring Levers of Change to Foster Equity in STEM

Explore innovative approaches to foster equity in STEM, examining the effectiveness of past interventions and considering new strategies to support underrepresented communities in STEM fields.

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

Data to Differential Equations: Discovering Mathematical Models for Biological Systems

Explore data-driven techniques for discovering governing equations in complex biological systems, focusing on PDEs and innovative mathematical methods for modeling phenomena like arterial flow and tissue fracture.

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

Musings of a Computational Philosopher - Exploring Accuracy in Compressible Flow Algorithms

Explore computational fluid dynamics through philosophical lens. Delve into accuracy, information flow, and innovative algorithms for compressible flow problems. Gain insights from an emeritus professor's decade-long research.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

A Hybrid Quantum-Classical Computing Ecosystem

Explore the integration of quantum and classical computing systems, focusing on their synergistic potential and practical applications in modern technology.

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

Breaking Resistance in Computer Science and Engineering

Explore innovative approaches to overcoming resistance in computer science and engineering with insights from a leading expert at the University of Michigan.

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

AI Foundation Models for Materials Science

Explore AI foundation models' applications in materials science, focusing on advancements and potential breakthroughs in the field.

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

Particle-Laden Flows: Simulations and Data-Driven Modeling

Explore particle-laden flows through simulations and data-driven modeling techniques, gaining insights into complex fluid dynamics and engineering applications.

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

Scalable Inference of Dynamic Graphical Models with Combinatorial Structures

Explore scalable inference techniques for dynamic graphical models with combinatorial structures, focusing on industrial and operations engineering applications.

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