Web Based

Web-based tools are rapidly transforming scientific research and applications by providing accessible interfaces for complex computational tasks. Current research focuses on developing user-friendly platforms for machine learning (including federated learning and classification), natural language processing (particularly leveraging large language models for automation and analysis), and data analysis across diverse fields like healthcare and remote sensing. These tools streamline workflows, improve data visualization and interpretation, and democratize access to advanced computational methods, ultimately accelerating scientific discovery and practical problem-solving.