Numerical Simulations Courses and Certifications

Institute for Pure & Applied Mathematics (IPAM)

Continuum Thermodynamic Models for Electrochemical Interfaces

Explore continuum thermodynamic models for electrochemical interfaces, covering space charge layers, surface adsorption, charge transfer reactions, and scale bridging approaches.

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

LMU Munich

Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python

392 ratings at Coursera

Practical introduction to numerical methods for solving partial differential equations using Python, covering finite-difference, pseudospectral, and element methods with hands-on coding and visualization in Jupyter notebooks.

• Coursera
• 1 day 11 hours 1 minute
• Self-Paced
• Paid Course

Kavli Institute for Theoretical Physics

Biomolecular Condensates Wetting Membranes - Dynamic Insights from Numerical Simulations

Explore numerical simulations revealing how biomolecular condensates interact with cell membranes through dynamic wetting processes and their biological implications.

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

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Ocean Modeling: Stochastic Approaches to Numerical Simulations

Explore stochastic approaches in ocean modeling, including Monte-Carlo methods, perturbed initial conditions, and stochastic boundary conditions and dissipation operators for improved numerical simulations.

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

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
• Self-Paced
• Free Video

Spacecraft Dynamics Capstone: Mars Mission

51 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

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
• Self-Paced
• 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
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

IIT Guwahati;  NPTEL

Introduction To Dynamical Models In Biology

Explore dynamical models in biology using ODEs. Learn analytical, graphical, and numerical techniques for cellular and molecular processes, from basic concepts to advanced applications.

• Swayam
• 4 weeks
• Available until Aug 14, 2026
• Free Online Course

IIT Madras;  NPTEL

Advanced design of steel structures

Enhance knowledge on advanced steel structure design methods, including stability analysis, special load considerations, and compliance with international codes. Includes Matlab programs and practical examples.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course