AI & Simulations in C++

Modular Arithmetic Library in C++

Navier-Stokes + Incompressible + Finite difference method

N-Order Linear Systems

Lane line recognition algorithms

Computational neuroscience: neuron and network simulation

Trajectory optimization using AI

GPU used for AI can be improve performance and accelerate the training process. GPU optimizations are used by most of AI APIs

Neural Network performance in feed-forward, backpropagation and update of parameters in GPU and CPU. Comparison, Pros and Cons

I have implemented two algorithms that are widely used in machine learning: backpropagation (supervised learning) and genetic algorithm (reinforcement learning).

LiDAR (Light Imaging, Direction And Ranging) is a method that measures distance to a target by illuminating the target with pulsed laser light and measuring the reflected pulses with a sensor. The differences in laser return times and wavelengths can then be used to make digital 3-D representations of the target. It has terrestrial, airborne, … Continue reading "LiDAR: Autonomous Car"

Convolutional neural network (CNN or ConvNet) is a type of neural network used in artificial intelligence that is commonly applied to analyzing images

Elliptic curves (ECC) are a plane algebraic curve, they are used in modern cryptography and it is the most powerful algorithm known for now.

Chemistry Simulator 2019 application for visualization and editing molecules and chains. It is developed in C++ and UE4.

Cryptography introduction and different fields.Symmetric-key and public-key cryptography, historical differences, pros and cons of each one.

Space Elevator theory and calculations. What altitude is needed to create a space elevator? Is it possible?

C++ Neural Network Backpropagation tutorial from scratch.