FORUM-AI
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Foundation Models Orchestrating Reasoning Agents to Uncover Materials Advances and Insights
Our Mission
Our Mission
FORUM-AI is establishing a new paradigm for AI-driven materials science: Our mission is to build a scalable agentic system that integrates simulation, experimentation, and large language models to generate, evaluate, and refine hypotheses for novel materials with unprecedented speed and rigor.
FORUM-AI is establishing a new paradigm for AI-driven materials science: Our mission is to build a scalable agentic system that integrates simulation, experimentation, and large language models to generate, evaluate, and refine hypotheses for novel materials with unprecedented speed and rigor.
Research Highlights
Research Highlights
FORUM-AI agents deliver accurate material property predictions realized by effective fine-tuning on foundation models. Learn more >
FORUM-AI agents deliver accurate material property predictions realized by effective fine-tuning on foundation models. Learn more >
FORUM-AI agents leverage state-of-the-art LLMs, vast open-sourced databases as well scentific literature to generate novel material design ideas.
FORUM-AI agents leverage state-of-the-art LLMs, vast open-sourced databases as well scentific literature to generate novel material design ideas.
FORUM-AI agents employ rigorous uncertainty quantification and conformal prediction to ensure every material discoveries is grounded by reliable confidence metrics. Learn more >
FORUM-AI agents employ rigorous uncertainty quantification and conformal prediction to ensure every material discoveries is grounded by reliable confidence metrics. Learn more >
Infrastructure & Computing Resources
Infrastructure & Computing Resources
Translating digital discoveries into physical reality: FORUM-AI agents integrate directly with the A-Lab for autonomous, robotic experimental synthesis. Learn more >
Powering complex, multi-scale autonomous FORUM-AI simulation agents with world-class NERSC super-computing clusters. Learn more >
Latest News
Latest News
All-Hands meeting
All-Hands meeting
The FORUM-AI team will gather at LBL to kickstart the project.
FORUM-AI's director talks to LBL about the project.
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