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RetroDFM-R: Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning
用强化学习让大模型学会「讲道理」，逆合成预测从黑箱猜测走向可解释推理——AI驱动分子设计又进一步。
arXiv:2507.17448v2 Announce Type: replace-cross Abstract: Retrosynthetic planning is a cornerstone of organic synthesis and drug discovery. Yet existi…
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Scaling Automatic Research Agents via World Models
用世界模型为自动研究代理注入规划能力，探索智能体规模化的前沿路径。
arXiv:2608.12564v1 Announce Type: new Abstract: Automating empirical research is a long-standing direction of AI. Recent automatic research (AutoResea…
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LLM Framework for Discovering Major Mathematical Conjectures: AI's Quest for the Next Riemann Hypothesis
AI不再只解数学题，开始向黎曼猜想级难题发起进攻，这项框架研究或开启自动发现猜想时代
arXiv:2607.28632v1 Announce Type: new Abstract: Major mathematical conjectures still depend heavily on expert intuition, so a unified method for the s…
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Physics-Aligned Self-Supervised Learning for Scientific Imaging
把物理规律嵌入自监督增强，让科学成像模型学到的特征更可解释、更稳健，是AI4Science方向值得关注的新思路。
arXiv:2607.28868v1 Announce Type: new Abstract: Data augmentations define the invariances learned by self-supervised learning (SSL). Standard augmenta…
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FunL2O: LLM-Guided Feature Function Design for Learning to Optimize
用大模型自动设计优化器特征函数，突破人工设计瓶颈，学习优化领域的新范式。
arXiv:2607.27389v1 Announce Type: new Abstract: Learning-to-optimize (L2O) methods accelerate repeated optimization by training models to predict solu…
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上海这场大赛有点“野”：让AI自主科研、控核聚变、认甲骨文
AI在科研、核聚变、古文字识别上大显身手，这场大赛展现智能体自主科研新高度，创业孵化营同步启动推动成果落地。
为科研OPC创业者铺就“最后一公里”
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太初元碁携手上海人工智能实验室举办AI4S和新型模型架构算子优化赛
太初元碁联合上海AI实验室，18万奖金池诚邀开发者挑战AI4S与算子优化前沿技术
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WAIC重磅成果｜智爱赛思全面升级并发布科研专属Token Plan
上海智爱赛思社区在WAIC重磅升级，发布科研专属Token Plan，为科学家提供更专业智能科研服务。
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主论坛丨WAIC 2026主论坛（下午场）重磅揭晓！
WAIC 2026下午场聚焦科学智能AI4S与世界模型，揭示中国科研从辅助计算迈向自主发现的新趋势。
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WAIC’26探展召集令！和量子位一起逛展、直播、聊AI
2026世界人工智能大会邀你同行，和量子位一起现场探展、直播聊AI，聚焦科学智能新突破。
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征程赶超｜WAIC 2026科学智能：AI4S从“辅助计算”到“自主发现”，中国如何重塑全球科研版图？
WAIC 2026聚焦AI4S从“辅助计算”跨越到“自主发现”，详解中国如何搭建人才、平台、标准生态，实现科研智能化规模化落地。
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EO-Agents: A Three-Agent LLM Pipeline for Earth Observation Hypothesis Generation
三智能体协作驱动遥感观测假说生成，打开AI for Science新范式
arXiv:2607.01584v1 Announce Type: new Abstract: Large language models have recently been explored for scientific hypothesis generation, but most prior…
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Aligning AI-driven discovery with human intuition
AI驱动科研发现如何与人类直觉对齐，一篇关于人机协作探索前沿的硬核论文。
arXiv:2410.07397v2 Announce Type: replace Abstract: As data-driven modeling of physical dynamical systems becomes more prevalent, a new challenge is e…
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SPARC: A Multi-Agent System for Electrical Circuit Question Answering
多智能体协作攻克电路问答难题，SPARC系统带来全新解题思路，AI工程师值得一读。
arXiv:2606.20643v1 Announce Type: new Abstract: Electrical circuit diagram QA tasks require complex mathematical reasoning, which remains challenging …
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AI4SE and SE4AI Exploration: A Decade Looking Back and Forward
AI与系统工程交叉十年回顾：特刊创下载记录，社区研讨会超250人，洞见未来方向
arXiv:2606.19630v1 Announce Type: new Abstract: The March 2020 INCOSE INSIGHT special issue on AI and Systems Engineering (SE) became the most downloa…
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SciRisk-Bench: A Risk-Dimension-Aware Benchmark for AI4Science Safety
专为AI4Science安全设计，从风险维度量化评估科学AI的潜在隐患，填补该领域基准空白。
arXiv:2606.18936v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly embedded in AI for Science (AI4Science) workflows, from …
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校企共推AI4S 上海交通大学与太初元碁签署合作协议
上海交大联手太初元碁，国产算力助推通用人工智能大模型“BriLLM-MetaPred”原型问世