MechSim is a mechanism-grounded framework that represents simulators via structured schemas and uses constrained LLM agents to generate evidence-based explanations linking outcomes to underlying mechanisms.
Causal-copilot: An autonomous causal analysis agent.arXiv preprint arXiv:2504.13263, 2025
2 Pith papers cite this work. Polarity classification is still indexing.
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ORCA is an agent-orchestrated interactive copilot that automates and guides end-to-end causal analysis from workflow selection to report generation across real-world use cases.
citing papers explorer
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Simulate, Reason, Decide: Scientific Reasoning with LLMs for Simulation-Driven Decision Making
MechSim is a mechanism-grounded framework that represents simulators via structured schemas and uses constrained LLM agents to generate evidence-based explanations linking outcomes to underlying mechanisms.
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ORCA: An End-to-End Interactive Copilot for Optimized Root Cause Analysis
ORCA is an agent-orchestrated interactive copilot that automates and guides end-to-end causal analysis from workflow selection to report generation across real-world use cases.