Siml.ai

Siml.ai is a software platform designed to facilitate fast AI-driven physics simulations. It combines state-of-the-art machine learning with physics simulation capabilities, enabling interactive visualization and real-time response to user input. One of its key features is its web-based interface, eliminating the need for installation and platform restrictions. Siml.ai takes care of the complexities associated with setting up cloud or HPC infrastructure, ensuring painless scalability for users. The platform consists of two main components: the Model Engineer and the Simulation Studio. The Model Engineer allows users to train and optimize physics simulators using deep learning techniques through a web-based application. It supports dataset management, enabling the construction of large datasets from simulation exports or physical sensors. Users can also quickly develop customized model architectures using the code editor. The Simulation Studio leverages trained AI simulator models for solving engineering and scientific problems. Simulations are performed by inferring trained neural network models, resulting in significant speed-ups compared to traditional simulation software running on GPUs. Real-time visualization of simulating physical phenomena is achieved through interactive "in-situ" visualization. Additionally, high-fidelity rendering is made possible by leveraging the powerful Unreal Engine. Siml.ai aims to democratize scientific-grade simulation tools, making it accessible to users regardless of their technical skills. The platform offers a community Discord server for engagement and offers free one-month discounts to early adopters. For those interested in funding the project, they can contact the company through email.