Scientific Discovery

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

28 new papers

A weekly snapshot of new work published in Scientific Discovery.

Period ending 2026-09-14

4 new papers

A weekly snapshot of new work published in Scientific Discovery.

Period ending 2026-09-07

21 new papers

A weekly snapshot of new work published in Scientific Discovery.

Inside this field

Focused directions

720 papers

Latest in Scientific Discovery

Browse all topics →
CardsList

  1. Advanced Scientific Methodology Plays Rossini

    May 12, 2026Silvia Licciardi, Daniela Macchione, Emmanuel Caronna +1MethodologyStylometric

  2. AutoLLMResearch: Training Research Agents for Automating LLM Experiment Configuration - Learning from Cheap, Optimizing Expensive

    May 12, 2026Taicheng Guo, Nitesh V. Chawla, Olaf Wiest +1AutoresearchHyperparameter Optimization

  3. CVEvolve: Autonomous Algorithm Discovery for Unstructured Scientific Data Processing

    May 12, 2026Ming Du, Xiangyu Yin, Yanqi Luo +4AutoresearchAlphaevolve

  4. Epistemic Uncertainty for Test-Time Discovery

    May 11, 2026Kainat Riaz, Muhammad Ahmed Mohsin, Ahsan Bilal +5Epistemic UncertaintyScientific Discovery

  5. gwBenchmarks: Stress-Testing LLM Agents on High-Precision Gravitational Wave Astronomy

    May 11, 2026Tousif Islam, Digvijay Wadekar, Zihan ZhouGravitational WavesLarge Language Model Agents

  6. Unlocking LLM Creativity in Science through Analogical Reasoning

    May 11, 2026Andrew Shen, Shaul Druckmann, James ZouAnalogyIdeas

  7. GRAFT-ATHENA: Self-Improving Agentic Teams for Autonomous Discovery and Evolutionary Numerical Algorithms

    May 11, 2026Juan Diego Toscano, Zhaojie Chai, George Em KarniadakisAutoresearchScientific Discovery

  8. DataMaster: Data-Centric Autonomous AI Research

    May 11, 2026Yaxin Du, Xiyuan Yang, Zhifan Zhou +12Mle-Bench LiteAutoresearch

  9. MaD Physics: Evaluating information seeking under constraints in physical environments

    May 11, 2026Moksh Jain, Mehdi Bennani, Johannes Bausch +4Scientific AgentsEnvironment

  10. NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation

    May 11, 2026Jinhang Xu, Qiyuan Zhu, Yujun Wu +11AutoresearchSkill Evolution

  11. The Agent Use of Agent Beings: Agent Cybernetics Is the Missing Science of Foundation Agents

    May 11, 2026Xinrun Wang, Chang Yang, He Zhao +2Long-Horizon TasksEngineering

  12. Reconfigurable Computing Challenge: Real-Time Graph Neural Networks for Online Event Selection in Big Science

    May 11, 2026Marc Neu, Frank Baptist, Thomas Lobmaier +3Field-Programmable Gate ArraysGraph Neural Networks

  13. LLARS: Enabling Domain Expert & Developer Collaboration for LLM Prompting, Generation and Evaluation

    May 11, 2026Philipp Steigerwald, Mara Stieler, Jennifer Burghardt +2Automatic Prompt OptimizationInstruction-Tuned Models

  14. Toward an Engineering of Science: Rebalancing Generation and Verification in the Age of AI

    May 11, 2026Jiaqi W. MaScientific DiscoveryEpistemic Actions

  15. PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents

    May 11, 2026Bihui Yu, Xinglong Xu, Junjie Jiang +6Human-Agent Collaborative Paper-To-PageVisual Document Retrieval

  16. ReCrit: Transition-Aware Reinforcement Learning for Scientific Critic Reasoning

    May 11, 2026Wanghan Xu, Yuhao Zhou, Hengyuan Zhao +8CriticScientific Discovery

  17. SciIntegrity-Bench: A Benchmark for Evaluating Academic Integrity in AI Scientist Systems

    May 11, 2026Zonglin Yang, Xingtong Liu, Xinyan XuAcademic IntegrityArtificial Intelligence Scientists

  18. Hypothesis-Driven Deep Research with Large Language Models: A Structured Methodology for Automated Knowledge Discovery

    May 11, 2026Michael ChinHypothesis GenerationDeep Research

  19. SciVQR: A Multidisciplinary Multimodal Benchmark for Advanced Scientific Reasoning Evaluation

    May 11, 2026Longteng Guo, Xuanxu Lin, Dongze Hao +5Multimodal Reasoning BenchmarksMultimodal Reasoning

  20. Useful for Exploration, Risky for Precision: Evaluating AI Tools in Academic Research

    May 11, 2026Anthea Dathe, Kiran Hoffmann, Aline MangoldScientific WorkflowsExplainable Artificial Intelligence

  21. Position: Academic Conferences are Potentially Facing Denominator Gaming Caused by Fully Automated Scientific Agents

    May 11, 2026Rong Shan, Te Gao, Hang Zheng +6Academic PapersScientific Agents

  22. The Biosecurity Blind Spot: Systematic Dual-use Detection in Open Science Infrastructure

    May 10, 2026Vasudha Sharma, Chakresh Kumar Singh, Jayesh Choudhari +1Life Sciences ResearchScientific Discovery

  23. Agentic AI Scientists Are Not Built For Autonomous Scientific Discovery

    May 9, 2026Harshit Bisht, Vinay Kumar, Kevin Maik Jablonka +2Artificial Intelligence ScientistsScientific Agents

  24. MDGYM: Benchmarking AI Agents on Molecular Simulations

    May 9, 2026Vinay Kumar, Satyendra Rajput, Mausam +1Molecular DynamicsArtificial Intelligence Agents

  25. Delivering Science as a Service: Sci-Orchestra's Cloud-Native Approach to HPC

    May 8, 2026Harinarayan Krishnan, Shubhabrata Mukerjee, Jeffrey Donatelli +1Scientific WorkflowsHigh-Performance Computing

  26. POETS: Uncertainty-Aware LLM Optimization via Compute-Efficient Policy Ensembles

    May 8, 2026Nicolas Menet, Andreas Krause, Abbas RahimiMulti-Objective Policy OptimizationThompson Sampling

  27. LLM hallucinations in the wild: Large-scale evidence from non-existent citations

    May 8, 2026Zhenyue Zhao, Yihe Wang, Toby Stuart +3Large Language Model HallucinationCitations

  28. Open-Ended Task Discovery via Bayesian Optimization

    May 8, 2026Masaki Adachi, Yuta Suzuki, Juliusz ZiomekBayesian OptimizationBayesian

  29. CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models

    May 8, 2026Mengran Li, Bo Li, Jiaying Wang +12Single-Cell Perturbation PredictionScientific Workflows

  30. GEAR: Genetic AutoResearch for Agentic Code Evolution

    May 8, 2026Ahmadreza Jeddi, Minh Ngoc Le, Hakki C. Karaimer +2AutoresearchMachine Learning

  31. NSMQ Riddles: A Benchmark of Scientific and Mathematical Riddles for Quizzing Large Language Models

    May 8, 2026George Boateng, Naafi Ibrahim, Samuel John +8Benchmarking Large Language ModelsReasoning Benchmark

  32. LLM-Guided Open Hypothesis Learning from Autonomous Scanning Probe Microscopy Experiments

    May 7, 2026Boris Slautin, Utkarsh Pratiush, Yu Liu +2Hypothesis GenerationData-Driven Materials Discovery

  33. When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning

    May 7, 2026Vasilis Niarchos, Constantinos Papageorgakis, Alexander G. Stapleton +1Artificial Intelligence ScientistsCritique

  34. AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents

    May 7, 2026Nithin Somasekharan, Rabi Pathak, Manushri Dhanakoti +4Computational Fluid DynamicScientific Discovery

  35. Estimate Level Adjustment For Inference With Proxies Under Random Distribution Shifts

    May 7, 2026Steven Wilkins-Reeves, Alexandra N. M. Darmon, Deeksha SinhaConformal InferenceRandom

  36. More Than Can Be Said: A Benchmark and Framework for Pre-Question Scientific Ideation

    May 7, 2026Jie Yu, Song QiuAutoresearch

  37. When AI Meets Science: Research Diversity, Interdisciplinarity, Visibility, and Retractions across Disciplines in a Global Surge

    May 7, 2026Andrés F. Castro Torres, Joan Giner-Miguelez, Mercè CrosasInterdisciplinary Knowledge DiscoveryScientific Discovery

  38. PlotPick: AI-powered batch extraction of numerical data from scientific figures

    May 7, 2026Tommy CarstensenChartTabular Data

  39. Intentmaking and Sensemaking: Human Interaction with AI-Guided Mathematical Discovery

    May 7, 2026Alex Bäuerle, Adam Connors, Alexander Novikov +5Scientific Discovery

  40. Unifying Scientific Communication: Fine-Grained Correspondence Across Scientific Media

    May 7, 2026Megha Mariam K. M, Vineeth N. Balasubramanian, C. V. JawaharMultimodal DatasetScientific Discovery

  41. Auto Research with Specialist Agents Develops Effective and Non-Trivial Training Recipes

    May 7, 2026Jingjie Ning, Xiaochuan Li, Ji Zeng +2AutoresearchAuto Research

  42. Human-AI Co-Mentorship in Project-Based Learning: A Case Study in Financial Forecasting

    May 6, 2026Freyaa Chawla, Ahan Chawla, Rishi Singh +2StudentTutors

  43. AI SciBrief as a Gateway to Research: A Framework for Onboarding Students into New Research Areas

    May 6, 2026Andrei Lazarev, Dmitrii SedovScientific Discovery

  44. MixINN: Accelerating Plant Breeding by Combining Mixed Models and Deep Learning for Interaction Prediction

    May 6, 2026Aike Potze, Fred van Eeuwijk, Ioannis N. AthanasiadisDeep LearningArtificial Intelligence Research

  45. Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery

    May 6, 2026Zhenning Yang, Yuhan Chen, Patrick Tser Jern Kon +5AutoresearchScientific Discovery

  46. Material Database Agent: A Multimodal Agentic Framework for Scientific Literature Mining

    May 5, 2026Achuth Chandrasekhar, Omid Barati Farimani, Radheesh Sharma Meda +1Materials ScienceScientific Workflows

  47. Anatomy of a failure: When, how, and why deep vision fails in scientific domains

    May 5, 2026Ji-Hun Oh, Dou Hoon Kwark, Kianoush Falahkheirkhah +4Medical ImagingScientific Discovery

  48. Agentic-imodels: Evolving agentic interpretability tools via autoresearch

    May 5, 2026Chandan Singh, Yan Shuo Tan, Weijia Xu +4Agentic SystemsModel Interpretability

  49. AI Advocate: Educational Path to Transform Squads to the Future

    May 5, 2026Carla Soares, Gabriel Moreira, Ana Paula Camargo +3Human-Ai CollaborationEducation

  50. AdaGraph: A Graph-Native Clustering Algorithm That Overcomes the Curse of Dimensionality and Enables Scientific Discovery

    May 5, 2026Ahmed ElmahdiImage ClusteringSpatial Transcriptomics

  51. ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

    May 4, 2026Ruofeng Yang, Yongcan Li, Shuai LiAutoresearchAdversarial Evaluation

  52. A Compound AI Agent for Conversational Grant Discovery

    May 4, 2026Zhisheng Tang, Mayank KejriwalAgentic SearchAutoresearch

  53. AutoResearch: An Execution-Grounded Multi-Agent Framework for Reliable Research Workflow Automation

    May 4, 2026Rajesh Kumar, Waqar Ali, Junaid Ahmed +2AutoresearchAutomated

  54. NORA: A Harness-Engineered Autonomous Research Agent for End-to-End Spatial Data Science

    May 3, 2026Bing Zhou, Xiao Huang, Huan Ning +3AutoresearchAgent Harness

  55. EditPropBench: Measuring Factual Edit Propagation in Scientific Manuscripts

    May 3, 2026Garvin KruthofMultimodal Knowledge EditingScientific Discovery

  56. SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning

    May 2, 2026Tianshi Zheng, Rui Wang, Xiyun Li +5Scientific DiscoveryFrontiers

  57. HepScript: A Dual-Use DSL for Human-AI Collaborative Data Analysis Workflows in High-Energy Physics

    May 2, 2026Junkun Jiao, Tong Liu, Ke Li +6Scientific WorkflowsAgentic Workflows

  58. Forecasting Source Stability in Scientific Experiments using Temporal Learning Models: A Case Study from Tritium Monitoring

    May 2, 2026Nicholas Tan Jerome, Nadia Aouadi, Christoph Koehler +2Multivariate ForecastingEarly Failure Prediction

  59. Towards Multi-Agent Autonomous Reasoning in Hydrodynamics

    May 1, 2026Jinpai Zhao, Albert Cerrone, Joannes Westerink +1Multi-Agent ReasoningLlm-Driven

  60. Toward a Scientific Discovery Engine for Weather and Climate Data: A Visual Analytics Workbench for Embedding-Based Exploration

    May 1, 2026Nihanth W. Cherukuru, Matt Rehme, Kirsten J. Mayer +4Visual AnalyticsClimate