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IIMEEE / ACADEMIC PLATFORM

Acknowledgement of Resources

IIMEEE aims to present original explanations and teaching materials, with references identified clearly. This register names the further-reading resources linked from each published lesson so readers can trace the discipline sources behind the learning pathway.

Content and illustration note. The worked examples, numerical teaching scenarios, tables, and SVG figures in these lessons are presented as original IIMEEE teaching material unless a specific item is explicitly credited otherwise. Scenario values are illustrative and are not field measurements or experimental findings. External links below are further-learning references; they do not imply endorsement.

Mechanical Engineering

  1. Forces and Free-Body Diagrams: From Loads to EquilibriumFurther-reading resource: OpenStax, University Physics Volume 1.
  2. Stress, Strain and Elastic DesignFurther-reading resource: OpenStax, University Physics Volume 1.
  3. Work, Energy and Mechanical PowerFurther-reading resource: OpenStax, University Physics Volume 1.
  4. Thermodynamics: A First-Law Energy BalanceFurther-reading resource: OpenStax, University Physics Volume 1.
  5. Fluid Flow: Continuity Before BernoulliFurther-reading resource: OpenStax, University Physics Volume 1.

Electrical Engineering

  1. DC Circuits: Voltage, Current and ResistanceFurther-reading resource: OpenStax, University Physics Volume 2.
  2. Series and Parallel Networks with Kirchhoff’s LawsFurther-reading resource: OpenStax, University Physics Volume 2.
  3. AC Power and Power FactorFurther-reading resource: OpenStax, University Physics Volume 2.
  4. Transformers: Ratio, Current and LoadingFurther-reading resource: OpenStax, University Physics Volume 2.
  5. Feeder Energy Accounting: Loss Is Not Automatically TheftFurther-reading resource: OpenStax, University Physics Volume 2.

Electronics Engineering

  1. Digital Logic and Truth TablesFurther-reading resource: Arduino Documentation.
  2. Sensors and ADC ResolutionFurther-reading resource: Arduino Documentation.
  3. PWM: Duty Cycle and Average OutputFurther-reading resource: Arduino Documentation.
  4. Embedded Timing: Sample Without BlockingFurther-reading resource: Arduino Documentation.
  5. Serial Communication: UART, I²C and SPIFurther-reading resource: Arduino Documentation.

AI and Machine Learning

  1. Data Quality and Leakage-Free SplitsFurther-reading resource: Google, Machine Learning Crash Course.
  2. Linear Regression and ResidualsFurther-reading resource: Google, Machine Learning Crash Course.
  3. Classification: Precision, Recall and ThresholdsFurther-reading resource: Google, Machine Learning Crash Course.
  4. Neural Networks: A Forward Pass You Can CheckFurther-reading resource: Google, Machine Learning Crash Course.
  5. Forecasting and Prediction IntervalsFurther-reading resource: Google, Machine Learning Crash Course.

Robotics and Automation

  1. Robot Coordinates and Planar MotionFurther-reading resource: Northwestern University, Modern Robotics.
  2. Two-Link Forward KinematicsFurther-reading resource: Northwestern University, Modern Robotics.
  3. Feedback Control and Proportional ActionFurther-reading resource: Northwestern University, Modern Robotics.
  4. Automation with Finite-State MachinesFurther-reading resource: Northwestern University, Modern Robotics.
  5. Sensor Fusion: Combining Uncertain MeasurementsFurther-reading resource: Northwestern University, Modern Robotics.

Aerospace Engineering

  1. The Four Forces of FlightFurther-reading resource: NASA Glenn Research Center, Beginner’s Guide to Aeronautics.
  2. Lift Equation: Why Speed MattersFurther-reading resource: NASA Glenn Research Center, Beginner’s Guide to Aeronautics.
  3. Drag and Propulsive PowerFurther-reading resource: NASA Glenn Research Center, Beginner’s Guide to Aeronautics.
  4. Rocket Propulsion and the Ideal Rocket EquationFurther-reading resource: NASA Glenn Research Center, Beginner’s Guide to Aeronautics.
  5. Circular Orbits: Speed and PeriodFurther-reading resource: NASA Glenn Research Center, Beginner’s Guide to Aeronautics.

Automotive Engineering

  1. Vehicle Road Loads and Required Tractive ForceFurther-reading resource: U.S. Department of Energy, Transportation Technologies Office.
  2. Torque, Gearing and Wheel ForceFurther-reading resource: U.S. Department of Energy, Transportation Technologies Office.
  3. Braking Distance and Reaction TimeFurther-reading resource: U.S. Department of Energy, Transportation Technologies Office.
  4. EV Battery Energy and RangeFurther-reading resource: U.S. Department of Energy, Transportation Technologies Office.
  5. Regenerative Braking: An Energy BalanceFurther-reading resource: U.S. Department of Energy, Transportation Technologies Office.

For future lessons, this page will identify resources used or adapted for each content item. Reproduced or adapted material will be credited at the specific item level, including creator and license information when applicable. Last reviewed: 24 October 2026.