A planner-executor multi-agent system using gpt-oss-120b and Parsl orchestrates scalable high-throughput MOF screening on the Aurora supercomputer with low overhead.
Autonomous chemical research with large language mod- els
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
UNVERDICTED 2representative citing papers
DynaMate2 is an open-source hierarchical agentic framework that converts expert-defined Python functions into AI-callable tools for supervised multi-agent scientific workflows.
citing papers explorer
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Multi-Agent Orchestration for High-Throughput Materials Screening on a Leadership-Class System
A planner-executor multi-agent system using gpt-oss-120b and Parsl orchestrates scalable high-throughput MOF screening on the Aurora supercomputer with low overhead.
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DynaMate2: Democratization of Agentic AI for Expert-Designed Custom Workflows
DynaMate2 is an open-source hierarchical agentic framework that converts expert-defined Python functions into AI-callable tools for supervised multi-agent scientific workflows.