PyBaMM (Python Battery Mathematical Modelling) is an open-source software framework designed for fast and flexible physics-based battery simulations. It enables researchers and engineers to efficiently model battery performance, aging, and design optimization through a modular library of comprehensive electrochemical models. The platform integrates with Python’s data science ecosystem to facilitate advanced analysis and visualization of battery technology research.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

Normalized 0–100 · last 8 weeks

DataForSEO API

Get LLM mention data of any company via DataForSEO API

Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count. 

How to get LLM mention data →
// Fetch PyBaMM mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "PyBaMM",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]