AI-Assisted Scientific Research

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  1. Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning

    Aug 4, 2026Meicong Zhang, Tiancheng Su, Jiahao Cheng +3RL for Language ModelsAI-Assisted Scientific Research

  2. A General-Purpose VLM Can Teach an Astronomy Foundation Model to Better Recognize Galaxy Morphology

    Aug 3, 2026Dichang Zhang, Jiaqi Deng, Yixuan Shao +7VLM EvaluationAI-Assisted Scientific Research

  3. PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs

    Aug 3, 2026Haojie Hu, Chenhao Dang, Yaojia Liu +3Multi-Agent LLM SystemsAI-Assisted Scientific Research

  4. Constructing Executable Analytical Knowledge Representations for Meta-Analysis Synthesis Using an Agentic Harness

    Aug 3, 2026Lingbo Li, Anuradha Mathrani, Teo SusnjakAI-Assisted Scientific ResearchKnowledge Representation

  5. AskChem: Claim-Centered Infrastructure for Chemistry Literature Synthesis

    Jul 30, 2026Bing Yan, Gregory Wolfe, Stefano Martiniani +1AI-Assisted Scientific ResearchInformation Retrieval

  6. Diversifying Personalized Research Ideation against AI-Induced Homogenization

    Jul 30, 2026Rui Xu, Yunke Wang, Linwei Tao +2AI-Assisted Scientific ResearchRecommender Systems

  7. Albilich: Steerable Proof-State Orchestration for LLM-Based Mathematical Research with CAS Integration

    Jul 30, 2026Ting Gong, Michael Ruofan Zeng, Yong YangAutomated Theorem ProvingAI-Assisted Scientific Research

  8. Can AI agents conduct open-ended AI research? Early evidence from two case studies

    Jul 29, 2026Peter Kirgis, Sayash Kapoor, Andrew Schwartz +21AI-Assisted Scientific ResearchAI Agent Evaluation

  9. Scientific Knowledge Discovery in the Age of Large Language Models

    Jul 29, 2026Eleni Adamidi, Serafeim Chatzopoulos, Thanasis VergoulisAI-Assisted Scientific ResearchInformation Retrieval

  10. Transfer Learning Architectures for Scalable Multi-Fidelity Bayesian Optimization

    Jul 26, 2026Jaewook Lee, Ethan Errington, Christian D. Lorenz +1Multi-Fidelity OptimizationSurrogate Modeling

  11. Automated Synthesis and Adversarial Validation of Executable Causal Research Pipelines

    Jul 23, 2026Irena Girshovitz, Dan Zeltzer, Ran Gilad-BachrachAI-Assisted Scientific ResearchScientific Code Generation

  12. Scientific exploration, collaboration and labor division in the large language model era

    Jul 23, 2026Xiang Zheng, Xi Hong, Jialin Liu +1Scientific DiscoveryAI-Assisted Scientific Research

  13. From Overload to Insights: How AI Agents Can Support Scientists in Analyzing Complex Data

    Jul 18, 2026Tim Fuchs, Luca Gelisio, Steffen Hauf +1AI for ScienceAI-Assisted Scientific Research

  14. CoWeaver: A Bi-directional, Learnable and Explainable Matching Engine for Mixed Human-Agent Science Collaboration

    Jul 17, 2026Jiayao Gu, Kexin Chu, Peidong Liu +5AI for ScienceAI-Assisted Scientific Research

  15. Aïra: Rethinking AI Research Assistants for Interdisciplinary Science

    Jul 14, 2026Diya Mirji, Tiffany Degbotse, Sharmil Nanjappa +9AI-Assisted Scientific ResearchHuman-AI Collaboration

  16. Distributed Denial of Science: How Indirect Data Poisoning of AI Systems Can Industrialize Scientific Fraud

    Jul 12, 2026Bálint Gyevnár, Atoosa Kasirzadeh, Nihar B. ShahAI-Assisted Scientific ResearchData Poisoning Attacks

  17. Prompt-to-Paper: Agentic AI System for Bioinformatics

    Jul 5, 2026Ramsha Kamran, Maheera Amjad, Zartasha Mustansar +3Long-Form Document GenerationAI-Assisted Scientific Research

  18. ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

    Jul 5, 2026Lingao Xiao, Yalun Dai, Yangyu Huang +17AI-Assisted Scientific ResearchScientific Workflow Automation

  19. What is Left for Us? Second Scholarship Against the Degradation of Research by AI

    Jul 4, 2026Claudio Novelli, Luciano FloridiAI-Assisted Scientific ResearchHuman-AI Collaboration

  20. The Calibration Turn in AI-Assisted Research: A Conceptual and Methodological Framework for Evidence-Licensed Claims

    Jun 30, 2026Hongmin LiAI-Assisted Scientific ResearchLanguage Model Calibration

  21. Research Entity Extraction and Topic Detection from UKRI Grant Proposals

    Jun 29, 2026Xingran Ruan, Angelo Salatino, Rosa Filgueira +4AI-Assisted Scientific ResearchDocument Information Extraction

  22. AI-Assisted Computational Reproducibility on the FABRIC Testbed

    Jun 24, 2026Komal Thareja, Paul Ruth, Berent Aldikacti +1AI Coding AgentsAI-Assisted Scientific Research