Balancing Control and Pose Optimization for Wheel-legged Robots Navigating High Obstacles

Developed models to improve image recognition accuracy.

A computer screen displaying neural network visualizations with colorful nodes and connections.
A computer screen displaying neural network visualizations with colorful nodes and connections.
Hardware Design

Analyzed large datasets to uncover patterns in social behavior, using Python and R to create insightful visualizations that helped guide research decisions.

Graphs and charts on a laptop screen showing trends and correlations in complex data.
Graphs and charts on a laptop screen showing trends and correlations in complex data.
System Integration

Designed algorithms for autonomous navigation in robots, focusing on real-time obstacle detection and path planning in dynamic environments.

Gallery

Snapshots from my PhD projects and research journey

Close-up of a complex data visualization from a recent PhD experiment
Close-up of a complex data visualization from a recent PhD experiment
Junchao Ma presenting research findings at an academic conference
Junchao Ma presenting research findings at an academic conference
Lab setup showcasing equipment used in key project experiments
Lab setup showcasing equipment used in key project experiments
Screenshot of code and algorithms developed during the PhD work
Screenshot of code and algorithms developed during the PhD work
Group photo with collaborators during a field study related to the research
Group photo with collaborators during a field study related to the research