H.T.

Projects

KinematicsKinematics Designer

This interactive tool models a double-wishbone suspension system and visualizes how changes in tie-rod geometry affect camber and toe throughout suspension travel. It uses 3D geometric constraint solving to compute the knuckle pose, enabling real-time bump-steer and camber sensitivity analysis for faster kinematic design iteration.

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DynamicsVehicle Step-Steer Response Analysis

This tool analyzes a car's handling by modeling its response to step-steer inputs. It employs a linearized vehicle dynamics model, derived from the lateral force and moment equilibrium equations, to predict the vehicle's behavior.

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DynamicsStraight Line Acceleration

This tool analyzes the dynamics of straight-line vehicle acceleration to estimate performance metrics like 0-60 and 0-100 mph times. Users can adjust inputs such as vehicle mass, torque curve, gear ratios, and aerodynamics to see which factors most impact performance.

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AIF1 LLM

This chatbot serves as a proof of concept for how large language models can be applied to Formula 1, focusing on telemetry analysis, race-strategy comparisons, and "what-if" scenario simulations.It utilizes a Python backend built with the FastAPI framework to interface with OpenAI, while a Redis database with embedded vector search supports retrieval-augmented generation.

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