AI-Assisted Scientific Research

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  1. When Scientific Cognition Is No Longer Scarce

    Oct 7, 2026Nathan DeBardelebenAI-Assisted Scientific ResearchAI Governance

  2. Progress and Prospect of AI in ARPES Workflow

    Oct 7, 2026Sandy Adhitia Ekahana, Aalok Tiwari, Pratik Saud +4AI-Assisted Scientific ResearchScientific Workflow Automation

  3. When Algorithmic Exploration Becomes Cheap: A Case Study of Agentic Research in EDA

    Oct 7, 2026Keren Zhu, Yu Deng, Xiaoyu Hao +6AI-Assisted Scientific ResearchAutonomous Research Agents

  4. Neural Petri flows for chemical reactions

    Oct 6, 2026Jose Eduardo Escrig Molina, Daniel ProbstAI-Assisted Scientific Research

  5. Learning Scientific Exploration from Human Research Decision Trajectories

    Oct 5, 2026Xuchen Gong, Shane Gu, Haokun Liu +3AI-Assisted Scientific Research

  6. FREA: A Multi-Source Expert Benchmark for Reaction Feasibility Verification

    Oct 5, 2026Botao Yu, Bo Zhou, Daniel Adu-Ampratwum +7LLM EvaluationAI-Assisted Scientific Research

  7. Gestalt: a meta-foundation model for astronomy

    Sep 29, 2026Michael J. Smith, Shashwat SouravEnsemble LearningAI-Assisted Scientific Research

  8. RINI: Seeing the Prior Is Not Enough

    Sep 27, 2026Hongyi Du, Tianyi Zhang, Heng Wang +7Novelty SearchAI-Assisted Scientific Research

  9. LabFactory: Building and Evaluating Executable AI Labs

    Sep 23, 2026Jinge Wu, Hongjian Zhou, Mingde Zeng +6AI-Assisted Scientific ResearchAI Agent Evaluation

  10. ChatT2: An Adaptive Framework for Developing a Large Language Model-Based Agent for Natural Product Domain Research

    Sep 22, 2026Yihan Wang, Qiandi Gao, Yihui Zhuang +4Multi-Agent LLM SystemsAI-Assisted Scientific Research

  11. Jev for Scientific Decisions: Evaluating Semantic Choices and Their Consequences

    Sep 21, 2026Boyuan Deng, Shuyi Fan, Hongyang Zhang +1AI-Assisted Scientific ResearchLLM Decision-Making

  12. Time-Aligned Evolving Concept Graphs for Scientific Relation Forecasting

    Sep 16, 2026Fred Sun, Jingze Wang, Minkun Xu +1AI-Assisted Scientific ResearchTemporal Link Prediction

  13. AI and Human Approaches to Mathematical Problem Solving

    Sep 15, 2026Yang DingAI-Assisted Scientific ResearchMathematical Reasoning

  14. PaperDoctor: Evidence-Grounded and Actionable Feedback for Scientific Papers in Progress

    Sep 15, 2026Kevin Qinghong Lin, Siyuan Hu, Pan Lu +14AI-Assisted Scientific ResearchScientific Reproducibility

  15. AquiLLM: Evaluating Faithfulness in Open-Weight RAG-LLM Systems for Scientific Research

    Sep 15, 2026Bernie Boscoe, Srinath Saikrishnan, Vikram Seenivasan +6AI-Assisted Scientific ResearchOpen-Weight Language Models

  16. The AI-Enabled Scientific Frontier

    Sep 14, 2026Gabriel Manso, Emma Fu, Neil ThompsonAI for ScienceAI-Assisted Scientific Research

  17. PRISMA-LLM: An Empirical Reporting Framework for AI-Assisted Systematic Reviews

    Sep 14, 2026Miguel Zabaleta, Baihan LinLLM AuditingAI-Assisted Scientific Research

  18. (Whose defaults?) Is artificial intelligence reorienting archaeological methods?

    Sep 12, 2026Lorenzo Cardarelli, Roberto RagnoAI-Assisted Scientific ResearchLarge Language Model-Based Recommendation

  19. The Emerging AI Paper-Review Arms Race: Adversarial Co-Evolution in Scholarly Publishing

    Sep 7, 2026Chenguang Wang, Ming Li, Adebayo Braimah +6AI-Assisted Scientific ResearchScholarly Peer Review

  20. ProbeMatchDTI: Probe-Driven Multi-Scale Biochemical Pattern Matching for Drug-Target Interaction Prediction

    Sep 2, 2026Quan Hao, Mengyue Fan, Zifan Dong +8Drug DiscoveryAI-Assisted Scientific Research

  21. Citing Less Critically: LLMs Reshape the Rhetoric and Reach of Scientific Citation

    Sep 1, 2026Yixuan Liu, Lin Chen, Zhuoqi Liu +2AI-Assisted Scientific Research

  22. A Human-AI Theorem Connecting Spontaneous and Field-Induced Mechanisms of Collective Behavior in One Dimension

    Aug 31, 2026Weiguo YinAI-Assisted Scientific ResearchScientific Hypothesis Generation

  23. RATIO: A Benchmark for Retrieval Across Typed Ideation Operations in Scientific Literature

    Aug 27, 2026Maayan Sharon, Tom HopeAI-Assisted Scientific ResearchIR Evaluation

  24. Causal Behavioral Evaluation of AI Agents at Scale via Automated Behavioral Science

    Aug 10, 2026Soo Yong Lee, Jongha Lee, Jaewan Chun +8AI-Assisted Scientific ResearchAI Agent Evaluation

  25. AquiLLM: An Architecture for Supporting Tacit Knowledge Capture in Research Groups

    Aug 9, 2026Jack Stark, Srinath Saikrishnan, Vikram Seenivasan +3Memory-Augmented Language ModelsKnowledge Augmentation for Language Models

  26. QuantumMind: Constraint-Grounded Agentic Reasoning for Speedup Analysis in Quantum Computing

    Aug 7, 2026Yijing Zuo, Zhe Fu, Zihan Nie +2Automated Algorithm DiscoveryAI-Assisted Scientific Research

  27. Authoring and Management of Transparent Research Integrity Assessments of Randomised Clinical Trial Publications Using LLM-assisted Tools and Provenance Knowledge Graphs

    Aug 7, 2026Milan Markovic, Goutham Indukuri, Somayajulu Sripada +7Data ProvenanceAI-Assisted Scientific Research

  28. Research Assistant: AstraZeneca's Agentic System for R&D

    Aug 6, 2026Piotr Grabowski, Mohamed Alameen, Jorge Bretones +16AI-Assisted Scientific ResearchBiomedical QA

  29. 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

  30. 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

  31. 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

  32. 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

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

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

  34. Diversifying Personalized Research Ideation against AI-Induced Homogenization

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

  35. 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

  36. 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

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

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

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

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

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

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

  40. 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

  41. 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

  42. 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

  43. Aïra: Rethinking AI Research Assistants for Interdisciplinary Science

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

  44. 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

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

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

  46. 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

  47. 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

  48. 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

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

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

  50. AI-Assisted Computational Reproducibility on the FABRIC Testbed

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