ScienceEvolve-server/docs/readme/method-sources.json at main · OpenMOSS/ScienceEvolve-server · GitHub

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[
  {
    "id": "aris",
    "name": "ARIS",
    "paper": "https://arxiv.org/abs/2605.03042",
    "title": "ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration",
    "officialRepository": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep"
  },
  {
    "id": "metaharness",
    "name": "Meta-Harness",
    "paper": "https://arxiv.org/abs/2603.28052",
    "title": "Meta-Harness: End-to-End Optimization of Model Harnesses",
    "officialRepository": "https://github.com/stanford-iris-lab/meta-harness"
  },
  {
    "id": "autoresearch",
    "name": "autoresearch",
    "paper": null,
    "title": null,
    "officialRepository": "https://github.com/karpathy/autoresearch"
  },
  {
    "id": "funsearch",
    "name": "FunSearch",
    "paper": "https://www.nature.com/articles/s41586-023-06924-6",
    "title": "Mathematical discoveries from program search with large language models",
    "officialRepository": "https://github.com/google-deepmind/funsearch"
  },
  {
    "id": "agent-laboratory",
    "name": "Agent Laboratory",
    "paper": "https://arxiv.org/abs/2501.04227",
    "title": "Agent Laboratory: Using LLM Agents as Research Assistants",
    "officialRepository": "https://github.com/SamuelSchmidgall/AgentLaboratory"
  },
  {
    "id": "sciagents",
    "name": "SciAgents",
    "paper": "https://arxiv.org/abs/2409.05556",
    "title": "SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning",
    "officialRepository": "https://github.com/lamm-mit/SciAgentsDiscovery"
  },
  {
    "id": "robin",
    "name": "Robin",
    "paper": "https://arxiv.org/abs/2505.13400v1",
    "title": "Robin: A multi-agent system for automating scientific discovery",
    "officialRepository": "https://github.com/Future-House/robin"
  },
  {
    "id": "co-scientist",
    "name": "Google AI co-scientist",
    "paper": "https://arxiv.org/abs/2502.18864v1",
    "title": "Towards an AI co-scientist",
    "officialRepository": null
  },
  {
    "id": "biomni",
    "name": "Biomni A1 / E1",
    "paper": "https://www.biorxiv.org/content/10.1101/2025.05.30.656746v1",
    "title": "Biomni: A General-Purpose Biomedical AI Agent",
    "officialRepository": "https://github.com/snap-stanford/Biomni"
  },
  {
    "id": "agentrxiv",
    "name": "AgentRxiv",
    "paper": "https://arxiv.org/abs/2503.18102",
    "title": "AgentRxiv: Towards Collaborative Autonomous Research",
    "officialRepository": "https://github.com/SamuelSchmidgall/AgentLaboratory"
  },
  {
    "id": "rrsi",
    "name": "RRSI",
    "paper": "https://arxiv.org/abs/2609.24972",
    "title": "RRSI: Regularized Recursive Self-Improvement of Agent Harnesses",
    "officialRepository": "https://github.com/google-research/rrsi"
  },
  {
    "id": "drugevolve",
    "name": "DrugEvolve",
    "paper": "https://www.biorxiv.org/content/10.64898/2026.08.16.745117v1",
    "title": "An AI System for Autonomous Algorithm Evolution in Drug Development",
    "officialRepository": "https://github.com/GAIR-NLP/DrugEvolve"
  },
  {
    "id": "scientist-two",
    "name": "ScientistTwo",
    "paper": "https://arxiv.org/abs/2609.19644v1",
    "title": "ScientistTwo: Pioneering the Human Knowledge Frontier with Autonomous AI",
    "officialRepository": null
  }
]