In the current landscape of computational research, security and cost efficiency are critical considerations . SLMat addresses these concerns by offering a serverless architecture that inherently enhances security. Since computations can be performed locally within the browser, sensitive data remains on the user's device, reducing the risk of exposure associated with cloud-based platforms. This security advantage makes SLMat particularly suitable for research areas where data confidentiality is paramount, such as in biomedical materials science.