OpenScience

OpenScience provides a comprehensive workbench for scientific research, designed to streamline complex investigations. Key functionalities include: • Reads and analyzes scientific papers • Writes and executes code in notebooks and terminals • Manages computational jobs on various infrastructures (Modal, custom servers, Slurm/PBS) • Conducts automated experiments with metric-driven optimization • Integrates with over 30 different computational models This platform empowers researchers by consolidating essential tools into a single, intuitive environment. It facilitates the exploration of literature, development of experimental code, and execution of simulations, making the research process more efficient. With features like Autoresearch, users can define a metric and let the system run and log experiments, continuously refining results through an iterative hill-climbing approach. The workbench offers flexibility in model integration, supporting various computational models and allowing users to connect their preferred providers or utilize included free models. It is ideal for scientific researchers, academic institutions, and R&D teams seeking to accelerate discovery, manage complex datasets, and optimize experimental workflows. OpenScience is entirely open-source, promoting transparency and collaborative development within the scientific community.