Modular Library

Modular libraries are software tools designed to streamline the development and application of complex algorithms across various scientific domains. Current research emphasizes creating flexible and efficient libraries for diverse applications, including diffusion models in decision-making, natural language processing in education, neural network potentials in molecular simulations, and reinforcement learning. These libraries improve reproducibility, facilitate algorithm comparison, and accelerate research by providing standardized interfaces and pre-built components, ultimately advancing scientific understanding and enabling more efficient development of practical applications.