INI Seminar Room 2 Courses

Correct Answers: Who Needs Them? A Story of Numerical Computing

Explore the evolution of numerical computing, from rocket trajectories to modern sensor processing, examining algorithm validation, open-source development, and the balance between accuracy and rapid innovation.

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

Range Characterization of Spherical Radon Transforms and Unique Continuation Property

Delve into spherical Radon transforms in odd-dimensional Euclidean space, exploring range characterization of functions and unique continuation properties through advanced mathematical analysis.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Ray Transforms Acting on 2D m-Tensor Fields

Explore mathematical insights into ray transforms and their applications to 2D m-tensor fields, focusing on advanced concepts in nonlinear tomography and Sobolev spaces.

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

All Models are Uncertain - Data-Driven Engineering

Explore the fundamental concepts of model uncertainty in engineering through expert insights on statistical foundations and future data-driven approaches in mathematical modeling.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Extreme Events: Model Selection and the Value of Data

Delve into advanced statistical approaches for predicting extreme events, exploring model selection methods and data-driven engineering principles with MIT Professor Sapsis.

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

Phase-Contrast THz-CT for Non-Destructive Testing

Explore phase-contrast THz-CT technology and its applications in non-destructive testing methods, focusing on advanced tomographic imaging techniques and their practical implementations.

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

Beyond-Nearest-Neighbour Metamaterials in Acoustic and Elastic Systems

Explore advanced metamaterial design through beyond-nearest-neighbor coupling in acoustic and elastic systems, featuring experimental studies and practical demonstrations using innovative waveguide techniques.

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

Toward the Analysis and Control of Extreme Aerodynamic Flows with Data-Driven Methods

Discover advanced data-driven approaches for analyzing and controlling extreme aerodynamic flows, exploring mathematical foundations and statistical methods for future engineering applications.

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

Sensing and Control of Turbulent Flows Through Deep Learning

Discover cutting-edge applications of deep learning in turbulent flow control and sensing, exploring advanced techniques for fluid dynamics optimization and monitoring systems.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Data-based Reductions and Closure Models for Dynamical Systems

Explore data-driven techniques for reducing complex dynamical systems, focusing on closure models and statistical foundations that bridge theoretical frameworks with practical engineering applications.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Machine Learning for the Dynamical Systems Approach to Turbulence

Explore machine learning applications in turbulence analysis through dynamical systems, examining innovative approaches to understand complex fluid behaviors and engineering challenges.

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

AI and Computing: Alloys for Flow Modeling and Control

Explore cutting-edge applications of AI and computing in fluid dynamics, focusing on innovative approaches to flow modeling and control systems through advanced mathematical frameworks.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

What Makes Turbulence Tick? - Understanding Data-Driven Engineering

Delve into the mathematical foundations of turbulence dynamics, exploring statistical approaches and data-driven engineering principles for understanding fluid behavior and flow patterns.

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

Truly Predictive Reduced Order Modeling for Complex Multi-scale, Multi-physics Problems

Delve into advanced reduced order modeling techniques for complex systems, focusing on combustion dynamics in rocket engines and exploring robust, predictive approaches for multi-scale problems.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

A Quantum Graph Approach to Metamaterial Design

Discover how quantum graph theory revolutionizes metamaterial design through innovative wave scattering approaches and mathematical modeling techniques for advanced material properties.

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