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Free Learning Resource to Make Simulator
I using this resource for make simulator, I am not expertise in making simulation, but I know how to use formula to do an console based calculation, but if supercomputing level scientific computing also, I required help expert in those fields. Since I not used or not even seen the Supercomputer, Server Rack, AI Data Center. I just using normal Desktop Computer for Scientific Computing and Simple Simulation
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Performance Engineering
- en.algorithmica.org/hpc – Online book on high‑performance computing
- Performance Engineering of Software Systems - 6.172 - Fall 2018 - Undergraduate
Mathematics
Single Variable Calculus
- Calculus I - Single Variable Calculus - 18.01 - Fall 2020 - Undergraduate
- Single Variable Calculus - 18.01 - Fall 2006 - Undergraduate
- Single Variable Calculus - 18.01SC - Fall 2010 - Undergraduate
- Highlights of Calculus - RES.18-005 - Spring 2010 - Undergraduate
Multivariable Calculus
- Multivariable Calculus - 18.02 - Fall 2007 - Undergraduate
- Multivariable Calculus - 18.02SC - Fall 2010 - Undergraduate
- Calculus Revisited: Multivariable Calculus - RES.18-007 - Fall 2011 - Undergraduate
Differential Equations
- Differential Equations - 18.03 - Spring 2010 - Undergraduate
- Differential Equations - 18.03SC - Fall 2011 - Undergraduate
- Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler - RES.18-009 - Fall 2015 - Undergraduate
- Calculus Revisited: Complex Variables, Differential Equations, and Linear Algebra - RES.18-008 - Fall 2011 - Undergraduate
Linear Algebra
- Linear Algebra - 18.06 - Spring 2010 - Undergraduate
- Linear Algebra - 18.06SC - Fall 2011 - Undergraduate
- A Vision of Linear Algebra - RES.18-010 - Spring 2020 - Undergraduate
Real Analysis
- Real Analysis - 18.100A - Fall 2020 - Undergraduate / Graduate
- Real Analysis - 18.100B - Spring 2025 - Undergraduate / Graduate
- Introduction to Functional Analysis - 18.102 - Spring 2021 - Undergraduate
- Introduction to Metric Spaces - 18.S190 - January IAP 2023 - Undergraduate
Advanced Mathematics
- Projection Theory - 18.156 - Spring 2025 - Graduate
- Principles of Discrete Applied Mathematics - 18.200 - Spring 2024 - Undergraduate
- Graph Theory and Additive Combinatorics - 18.225 - Fall 2023 - Graduate
- Probabilistic Methods in Combinatorics - 18.226 - Fall 2022 - Graduate
- Topics in Mathematics with Applications in Finance - 18.642 - Fall 2024 - Undergraduate
- Matrix Calculus for Machine Learning and Beyond - 18.S096 - January IAP 2023 - Undergraduate
- Topics in Mathematics with Applications in Finance - 18.S096 - Fall 2013 - Undergraduate
- Applied Category Theory - 18.S097 - January IAP 2019 - Undergraduate
- Project Laboratory in Mathematics - 18.821 - Spring 2013 - Undergraduate
Probability & Statistics
- Probabilistic Systems Analysis and Applied Probability - 6.041 - Fall 2010 - Undergraduate
- Probabilistic Systems Analysis and Applied Probability - 6.041SC - Fall 2013 - Undergraduate
- Discrete Stochastic Processes - 6.262 - Spring 2011 - Graduate
- Introduction to Probability - RES.6-012 - Spring 2018 - Undergraduate
- Statistics for Applications - 18.650 - Fall 2016 - Undergraduate
Computer Science & Programming
Mathematics for Computer Science
- Mathematics for Computer Science - 6.1200J - Spring 2024 - Undergraduate
- Mathematics for Computer Science - 6.042J - Spring 2015 - Undergraduate
- Mathematics for Computer Science - 6.042J - Fall 2010 - Undergraduate
Algorithms & Theory
- Theory of Computation - 18.404J - Fall 2020 - Undergraduate / Graduate
- Design and Analysis of Algorithms - 6.046J - Spring 2015 - Undergraduate
- Introduction to Algorithms (SMA 5503) - 6.046J - Fall 2005 - Undergraduate
- Advanced Data Structures - 6.851 - Spring 2012 - Graduate
- Algorithmic Lower Bounds: Fun with Hardness Proofs - 6.890 - Fall 2014 - Graduate
Performance Engineering & HPC
- en.algorithmica.org/hpc – (see above)
- Performance Engineering of Software Systems - 6.172 - Fall 2018 - Undergraduate
Computational Thinking & Programming
- Introduction to Computational Thinking with Julia - 18.S190 - Spring 2020 - Undergraduate
- Introduction to Computational Thinking - 18.S191 - Fall 2022 - Undergraduate
- Introduction to Computational Thinking - 18.S191 - Fall 2020 - Undergraduate
- Introduction To MATLAB Programming - 18.S997 - Fall 2011 - Undergraduate
- The Battlecode Programming Competition - 6.370 - January IAP 2013 - Undergraduate
Specialized CS Topics
- Cognitive Robotics - 16.412J - Spring 2016 - Graduate
- Geometric Folding Algorithms: Linkages, Origami, Polyhedra - 6.849 - Fall 2012 - Graduate
Physics
Classical & Modern Physics
- Classical Mechanics - 8.01SC - Fall 2016 - Undergraduate
- Physics II: Electricity and Magnetism - 8.02 - Spring 2019 - Undergraduate
- Physics III: Vibrations and Waves - 8.03SC - Fall 2016 - Undergraduate
- Introduction to Special Relativity - 8.20 - January IAP 2021 - Undergraduate
- Exploring Black Holes: General Relativity & Astrophysics - 8.224 - Spring 2003 - Undergraduate
- Vibrations and Waves Problem Solving - RES.8-005 - Fall 2012 - Undergraduate
Quantum Mechanics
- Quantum Physics I - 8.04 - Spring 2016 - Undergraduate
- Quantum Physics I - 8.04 - Spring 2013 - Undergraduate
- Quantum Physics II - 8.05 - Fall 2013 - Undergraduate
- Quantum Physics III - 8.06 - Spring 2018 - Undergraduate
Advanced Physics
- Relativistic Quantum Field Theory I - 8.323 - Spring 2023 - Graduate
- Statistical Mechanics I: Statistical Mechanics of Particles - 8.333 - Fall 2013 - Graduate
- Statistical Mechanics II: Statistical Physics of Fields - 8.334 - Spring 2014 - Graduate
- Atomic and Optical Physics I - 8.421 - Spring 2014 - Graduate
- Atomic and Optical Physics II - 8.422 - Spring 2013 - Graduate
- Systems Biology - 8.591J - Fall 2014 - Graduate / Undergraduate
- Principles of Plasma Diagnostics - 22.67J - Fall 2023 - Graduate
- Introduction to Nuclear and Particle Physics - 8.701 - Fall 2020 - Graduate
- String Theory and Holographic Duality - 8.821 - Fall 2014 - Graduate
- Effective Field Theory - 8.851 - Spring 2013 - Graduate
- General Relativity - 8.962 - Spring 2020 - Graduate
- The Early Universe - 8.286 - Fall 2013 - Undergraduate
- Cosmic Origin of the Chemical Elements - RES.8-007 - Fall 2019 - Undergraduate
- Reducing the Danger of Nuclear Weapons and Proliferation - RES.8-004 - January IAP 2015 - Graduate
Thermodynamics & Materials Physics
- Thermodynamics of Materials - 3.020 - Spring 2021 - Undergraduate
- Thermodynamics & Kinetics - 5.60 - Spring 2008 - Undergraduate
- Advanced Thermodynamics - 2.43 - Spring 2024 - Graduate
- Structure of Materials - 3.012Sx - Spring 2019 - Undergraduate
- Electrical, Optical, and Magnetic Materials and Devices - 3.15x - Spring 2020 - Undergraduate
- Symmetry, Structure, and Tensor Properties of Materials - 3.60 - Fall 2005 - Graduate
Chemistry
- Biological Chemistry I - 5.07SC - Fall 2013 - Undergraduate
- Biological Chemistry II - 5.08J - Spring 2016 - Undergraduate
- Principles of Chemical Science - 5.111 - Fall 2008 - Undergraduate
- Principles of Chemical Science - 5.111SC - Fall 2014 - Undergraduate
- Principles of Chemical Science - 5.112 - Fall 2005 - Undergraduate
- Laboratory Chemistry - 5.310 - Fall 2019 - Undergraduate
- Physical Chemistry - 5.61 - Fall 2017 - Undergraduate
- Introductory Quantum Mechanics II - 5.74 - Spring 2004 - Graduate
- Introductory Quantum Mechanics II - 5.74 - Spring 2009 - Graduate
- Small-Molecule Spectroscopy and Dynamics - 5.80 - Fall 2008 - Graduate
- Introduction to Solid State Chemistry - 3.091SC - Fall 2010 - Undergraduate
- Cellular Solids: Structure, Properties and Applications - 3.054 - Spring 2015 - Undergraduate / Graduate
Engineering & Applied Science
Modeling & Simulation
- Introduction to Modeling and Simulation - 3.021J - Spring 2012 - Undergraduate
- Atomistic Computer Modeling of Materials (SMA 5107) - 3.320 - Spring 2005 - Graduate
- Foundations of Computational and Systems Biology - 7.91J - Spring 2014 - Graduate
- Numerical Methods Applied to Chemical Engineering - 10.34 - Fall 2015 - Graduate
- Finite Element Procedures for Solids and Structures - RES.2-002 - Spring 2010 - Graduate
Numerical Methods & Scientific Computing
- Computational Science and Engineering I - 18.085 - Fall 2008 - Graduate
- Mathematical Methods for Engineers II - 18.086 - Spring 2006 - Graduate
- Matrix Methods in Data Analysis, Signal Processing, and Machine Learning - 18.065 - Spring 2018 - Undergraduate
Other Engineering
- Unified Engineering I, II, III, & IV - 16.01 - Fall 2005 - Undergraduate
- Optics - 2.71 - Spring 2009 - Undergraduate / Graduate
- Fundamentals of Photovoltaics - 2.627 - Fall 2013 - Undergraduate
- Materials Laboratory - 3.014 - Fall 2006 - Undergraduate