Computational Modeling Courses and Certifications

NPTEL;  IIT Kharagpur

Computational Fluid Dynamics

The course deals with the numerical solution of equations governing fluid flow and would be of interest to engineers and scientists. The course deals with the basic techniques that enable the numerical solution of these equations.

• YouTube
• 1 day 7 hours
• On-Demand
• Free Video

Using Physics Informed Neural Networks to Build Digital Twins of Cardiac Hemodynamics

Explore physics-informed neural networks for creating patient-specific cardiac digital twins using non-invasive data to eliminate invasive procedures and uncertain treatments.

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

TED

How Do We Bridge the Gap in Medical Innovation? - Elazer Edelman - TED

Explore the paradoxes in medical innovation and learn why multidisciplinary thinking, not just specialized knowledge, is crucial for bridging gaps and advancing healthcare.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk

Complexity Explorer

Agent-Based Models with Python - An Introduction to Mesa

Master agent-based modeling using Python's Mesa library through hands-on Sugarscape implementation, covering agent creation, movement, trading, and data collection techniques.

• YouTube
• 4 hours 45 minutes
• On-Demand
• Free Video

Solving the Mystery of the H.L. Hunley - Historical Medical Investigation

Uncover the mystery of the H.L. Hunley, the first combat submarine to sink a warship, through modern engineering and medical assessments of blast propagation and physiological effects.

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

Models of Identity Signaling

1 review

Explore mathematical models of identity signaling, examining their impact on cooperation, conflict, and social learning in complex human behavior and communication strategies.

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

Scaling AI the Human Way - Building Machines That Understand the World

Explore innovative approaches to AI development, focusing on human-like understanding and reasoning to create more intelligent and adaptable machines for real-world applications.

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

Fields Institute

An Overview of Agent-Based Simulation Modeling with Examples

Explore agent-based simulation modeling through examples like chickenpox and pertussis, learning key concepts and applications in epidemiology and public health.

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

Complexity Explorer

Cellular Automata: Algorithmic Information Dynamics in Living Systems

Explore cellular automata, a computational model for complex systems, and their applications in studying causality and living systems from networks to cells.

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

Association for Computing Machinery (ACM)

Seeing, Sensing and Recognizing Laban Movement Qualities

Explore computational models of expressive movement using Laban Movement Analysis, combining multimodal sensors and expert knowledge to recognize and characterize movement qualities for interactive applications.

• YouTube
• 22 minutes
• On-Demand
• Conference Talk

Let's Code Physics

Gravity Simulator: Binary Star System - Episode 2

Explore gravitational interactions in binary star systems using a simulator. Learn about energy calculations, angular momentum, and the fascinating patterns of orbital motion.

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

Singularity University

The Ethics of Exponential Technologies

Exploring ethical challenges of emerging technologies, balancing innovation with responsible execution, and ensuring equitable access to advancements for societal benefit.

• YouTube
• 32 minutes
• On-Demand
• Conference Talk

media.ccc.de

Mathematical Diseases in Climate Models and How to Cure Them

Explore innovative approaches to climate modeling using Julia and GPUs, aiming to improve accuracy and usability while overcoming computational limitations in simulating small-scale physics.

• YouTube
• 50 minutes
• On-Demand
• Conference Talk

Let's Code Physics

Projectiles 2 - Computational Simulation of Projectile Motion

Build a computational simulation for projectile motion, demonstrating physics principles through coding. Enhance understanding of trajectory, velocity, and gravitational effects using interactive programming techniques.

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

Simons Institute

Working Memory Influences Reinforcement Learning Computations in Brain and Behavior

Explore how working memory influences reinforcement learning in the brain, examining experimental results, genetic factors, and EEG data to uncover neural mechanisms of learning.

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