DOE OSTI · code-184787
MADA: Multi-Agent Design Assistant
Abstract
MADA (Multi-Agent Design Assistant) is a Large Language Model (LLM) powered multi-agent framework that coordinates specialized agents for complex design workflows. The system was designed for HPC workflows with the following agents in mind: 1) A Job Management Agent (JMA) launches and manages ensemble simulations on HPC systems, 2) a Geometry Agent (GA) generates meshes, and 3) an Inverse Design Agent (IDA) proposes new designs informed by simulation outcomes. Our framework reduces cumbersome manual workflow setup, and enables automated design exploration at scale. However, the software also enables users to rapidly create new multi-agent systems. Simply define new agents in a configuration file, giving each their own set of tools (via MCP), and then chat and prompt your new multi-agent system. Is
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Gunnarson, BrianS [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)], Nissen, WalterI [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)], Stees, MichaelC [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)], Sterbentz, DaneM [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)], Jekel, CharlesF [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)], Fernandez, MariaG [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)], Gopalakrishnan Menon, Harshita Menon [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)], Shachar, MeirH [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)]. 2026-01-27. MADA: Multi-Agent Design Assistant. https://doi.org/10.11578/dc.20260630.1
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