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English(EN) Accelerating scientific discovery with AI-powered Empirical Research Assistance

Google推出AI工具加速科学编码和发现 · 跟踪5个来源

作者 PulseAugur 编辑部 · [6 个来源] ·

Google Research开发了经验研究助手（Empirical Research Assistance, ERA），一个旨在通过编写和优化科学代码来加速科学发现的人工智能工具。ERA由Gemini驱动，在基因组学、公共卫生和大气科学等各种科学基准测试中表现出专家级性能。该工具正在整合到Google的Gemini for Science计划中，并通过一个受信任的测试者计划提供，旨在为全球研究人员提供先进计算模型的民主化访问。 AI

影响 通过自动化复杂的编码任务来加速科学研究，可能使先进的计算模型民主化。

排序理由 主要AI实验室（Google Research）的产品发布，对科学研究具有重大意义。

在 Google AI / Research 阅读 →

AI 生成摘要 · Google Gemini · 来自 6 个来源。 我们如何撰写摘要 →

Google推出AI工具加速科学编码和发现 · 跟踪5个来源

报道来源 [6]

  1. Google AI / Research TIER_1 English(EN) ·

    Empirical Research Assistance (ERA): From Nature publication to catalyzing Computational Discovery

    General Science

  2. Google AI / Research TIER_1 English(EN) ·

    Accelerating scientific discovery with AI-powered Empirical Research Assistance

    General Science

  3. arXiv cs.AI TIER_1 English(EN) · Guojun Liao (Department of Mathematics, The University of Texas at Arlington) ·

    Accelerating Returns and the Qualitative Engine for Science

    arXiv:2606.26359v1 Announce Type: new Abstract: Ray Kurzweil described a thesis of accelerating returns, which is the most influential narratives in discussions of technological progress. Its central claim is that advances in multiple technological fields, especially compute, art…

  4. arXiv cs.AI TIER_1 Italiano(IT) · Yuan-Hang Zhang, Chesson Sipling, Massimiliano Di Ventra ·

    Scientific discovery as meta-optimization: a combinatorial optimization case study

    arXiv:2606.26728v1 Announce Type: new Abstract: Scientific discovery is fundamentally an optimization problem, defined by a vast "state space" of theories and experiments, and an evaluation criterion based on quality, novelty, and validity. Large language models (LLMs) have enabl…

  5. arXiv cs.LG TIER_1 Italiano(IT) · Massimiliano Di Ventra ·

    科学发现作为元优化：一个组合优化案例研究

    Scientific discovery is fundamentally an optimization problem, defined by a vast "state space" of theories and experiments, and an evaluation criterion based on quality, novelty, and validity. Large language models (LLMs) have enabled automated exploration of this space, but we a…

  6. Hugging Face Daily Papers TIER_1 English(EN) ·

    Learning the ARTS of Search for Automated Discovery

    Scientific discovery can be formulated as an iterative search process over the space of hypotheses and experiments. Contemporary methods navigate this space using heuristics such as MCTS. These algorithms conflate the merit of a hypothesis with the quality of its experimental exe…

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