Web Browser

Web browsers are evolving beyond simple document display, becoming powerful platforms for complex computation and interaction. Current research focuses on leveraging browser capabilities for machine learning, including distributed deep learning frameworks utilizing WebGL for accelerated computation, and the creation of interactive 3D environments from video data using neural radiance fields. This expands the browser's role in scientific computing, enabling accessible tools for tasks like statistical shape modeling and evolutionary algorithm experimentation, while also improving software testing through reinforcement learning-guided fuzzing. The resulting advancements have implications for various fields, from medical image analysis to game development and software security.