Numerical Simulations Courses and Certifications

NPTEL-NOC IITM

Dynamics of Selection 1 - Numerical Simulations - M4Lec20

Explore fitness concepts and Hardy-Weinberg dynamics through numerical simulations to understand how selection shapes population genetics over time.

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

Centrum Fizyki Teoretycznej PAN

Numerical Simulations and Gravitational Wave Memory of Long Gamma Ray Burst Jets

Explore numerical simulations of gamma-ray burst jets and their gravitational wave signatures, examining how future detectors could reveal key parameters of jet propagation through stellar envelopes.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

NPTEL-NOC IITM

Migration - Numerical Simulations and Analysis

Explore numerical simulations to analyze how migration homogenizes allele frequencies between populations in evolutionary genetics.

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

NPTEL-NOC IITM

Finite Population Genetic Drift - Numerical Simulations - W5L25

Explore genetic drift through numerical simulations showing how random allele frequency changes occur in finite populations over time.

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

Spacecraft Dynamics Capstone: Mars Mission

50 ratings at Coursera

Apply spacecraft dynamics skills to simulate and control a two-spacecraft Mars mission, including orbit kinematics, attitude dynamics, and multiple pointing modes for various mission objectives.

• Coursera
• 1 day 19 hours 51 minutes
• On-Demand
• Paid Course

Spacecraft Relative Motion Control

Learn advanced nonlinear control techniques for spacecraft relative motion, including Lyapunov's method, feedback strategies, and reference motion creation. Ideal for engineers and students with strong math and physics backgrounds.

• Coursera
• 23 hours 48 minutes
• On-Demand
• Paid Course

Tsunamis and Storm Surges: Introduction to Coastal Disasters

Learn about natural coastal disasters and how you can help improve global disaster management.

• edX
• 6 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Center For Computational Relativity and Gravitation

HARM3D and NUC: Numerical Simulations in Relativistic Astrophysics

Explore HARM3D and NUC in relativistic astrophysics, focusing on computational techniques for modeling extreme cosmic events and gravitational phenomena.

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

Institut des Hautes Etudes Scientifiques (IHES)

Numerical Simulations of Boundary Critical Phenomena

Explore Monte Carlo studies of critical systems with boundaries, covering O(N) models, extraordinary-log phases, quantum spin chains, and boundary operator expansions in 3D Ising systems.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Introduction to Direct Numerical Simulations (DNS) - Part II

Explore eddy resolved techniques, DNS significance, computational expense, and sensitivity to domain and initial conditions in numerical simulations.

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

IIT Kanpur;  NPTEL

Computational Science in Engineering

1 review

Explore computational science fundamentals, including linear algebra, ODEs, PDEs, and numerical analysis. Develop problem-solving skills and tools for scientific simulations across engineering disciplines.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

IIT Kharagpur;  NPTEL

Fundamentals of Supersonic and Hypersonic Flow

Explore supersonic and hypersonic flow fundamentals, covering governing equations, shock waves, high-temperature gas dynamics, and applications in aerospace, defense, and space sectors.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Learn Modern Fortran programming, from basics to advanced parallel computing techniques like OpenMP, OpenACC, CUDA, and MPI. Gain practical skills through hands-on exercises and explore best practices for efficient code development.

• Independent
• On-Demand
• Free Online Course

Instituto de Matemática Pura e Aplicada

Machine Learning to Enhance Numerical PDE Simulations

Explore machine learning techniques to enhance numerical PDE simulations, focusing on acceleration, surrogate modeling, and improved physical representation for complex physics and engineering systems.

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

Steve Brunton

Numerical Simulation of Ordinary Differential Equations - Integrating ODEs

Explore numerical integration of ODEs to analyze nonlinear systems and generate trajectories. Learn techniques for solving complex dynamics where analytic methods fall short.

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