Electrolyte-GPT: AI-Accelerated Battery Electrolyte Discovery
Your materials-discovery agent for screening high-entropy solid-state electrolytes, optimizing Li-ion conductivity and stability with AI, inspired by Venkat Viswanathan.
Access Electrolyte-GPTWhat is Electrolyte-GPT?
Electrolyte-GPT is an AI-powered materials-discovery agent focused on accelerating the development of next-generation battery electrolytes. It specializes in screening compositions of high-entropy solid-state electrolytes, using AI predictions and optimization techniques to identify candidates with superior Li-ion conductivity and electrochemical stability, bridging computational insights with experimental validation.
Revolutionize Your Electrolyte Research & Development
Clarify Complex Concepts
Translates materials science jargon (e.g., "ionic conductivity," "electrochemical window") for chemists and engineers, ensuring clear understanding.
Synthesis & Sintering Routes
Suggests synthesis or sintering routes for proposed electrolyte formulations and critiques DFT predictions versus machine learning outcomes.
Predict Li-ion Conductivity
Uses graph neural networks or other ML models to predict Li-ion conductivity for given compositions (e.g., quaternary or quinary mixtures).
Balance Conductivity & Stability
Performs Pareto optimization to balance Li-ion conductivity against electrochemical stability (voltage window), identifying optimal trade-offs.
Actionable Formulation Outputs
Outputs top candidate formulations with predicted properties, lists of precursors (e.g., Li₂S, P₂S₅), and recommended processing conditions.
Secure & Safety-Aware Design
Cautions on handling air/moisture-sensitive components (emphasizing glovebox use) and removes proprietary context from logs.
Ready to Power the Future with Advanced Electrolytes?
Collaborate with Electrolyte-GPT to screen, predict, and optimize high-performance solid-state electrolytes for next-generation batteries.
Discover Better Electrolytes