Paper Citation Record · LEDGER

Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 35 inbound Pith citation observations for arXiv:2503.08979.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2503.08979 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 35 of 35 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:59:33.373618Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

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External citation measurements

13
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 87b0cd32-b274-4db6-95f1-ead57117c393 · inbound

IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery cites this paper.

IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 17

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Generative to Agentic AI: Survey, Conceptualization, and Challenges cites this paper.

Generative to Agentic AI: Survey, Conceptualization, and Challenges Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 42

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Observation 8936a9f8-635a-4f7c-8d55-aac0e214d8f7 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 22

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Observation 854bc904-774d-4e2a-8f47-d54bc1d99ed1 · inbound

Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions cites this paper.

Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 55

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Observation 0264c713-3cdc-4436-96ec-2652e63dd585 · inbound

From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications cites this paper.

From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 18

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Observation a8acdf7e-9d01-4b86-b006-8bc6d84d5f32 · inbound

A Grassroots Network and Community Roadmap for Interconnected Autonomous Science Laboratories for Accelerated Discovery cites this paper.

A Grassroots Network and Community Roadmap for Interconnected Autonomous Science Laboratories for Accelerated Discovery Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 8

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Observation 234e949c-fd06-4f4c-8548-5c1b78c5926c · inbound

URSA: The Universal Research and Scientific Agent cites this paper.

URSA: The Universal Research and Scientific Agent Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-19T07:22:09.373201Z

Source-reported events for the cited work

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Observation db8e473e-b600-4e5b-b04b-3673f57626a9 · inbound

AI4Research: A Survey of Artificial Intelligence for Scientific Research cites this paper.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 255

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Observation 8ecb03ac-a8ef-40f2-86e4-44e511ef0556 · inbound

Automating MD simulations for Proteins using Large language Models: NAMD-Agent cites this paper.

Automating MD simulations for Proteins using Large language Models: NAMD-Agent Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 22

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Observation 21b6ad91-9d95-48eb-b446-d1587c4d0b09 · inbound

How Far Are AI Scientists from Changing the World? cites this paper.

How Far Are AI Scientists from Changing the World? Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 44

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Observation 511c973b-e6e0-4ba6-ae1a-8898daf71d6b · inbound

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges cites this paper.

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 47

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Observation 6b8d91f3-24c9-4c25-9829-ff155c080812 · inbound

LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios cites this paper.

LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 86

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GenCellAgent: Generalizable, Training-Free Cellular Image Segmentation via Large Language Model Agents cites this paper.

GenCellAgent: Generalizable, Training-Free Cellular Image Segmentation via Large Language Model Agents Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 36

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Source-reported events for the cited work

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Observation 9cbb9c7d-17cf-45e5-afc8-f3be41e45a13 · inbound

Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges cites this paper.

Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 25

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Source-reported events for the cited work

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Observation fa1043e6-b500-4bc0-b007-bde966c0b03f · inbound

The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systems cites this paper.

The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systems Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:46:36.224834Z

Source-reported events for the cited work

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Observation 6f9c03ff-e058-4d1a-9ad6-f621b3c674f3 · inbound

Prompt Programming for Cultural Bias and Alignment of Large Language Models cites this paper.

Prompt Programming for Cultural Bias and Alignment of Large Language Models Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 15

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In-situ process monitoring for defect detection in wire-arc additive manufacturing: an agentic AI approach cites this paper.

In-situ process monitoring for defect detection in wire-arc additive manufacturing: an agentic AI approach Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 109

Resolution: verified exact; arxiv_id, observed 2026-05-10T21:20:50.554966Z

Source-reported events for the cited work

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Observation 82e3f5e7-f937-4c34-93ce-7ccd28217a93 · inbound

Coding-Free and Privacy-Preserving Agentic Framework for Data-Driven Clinical Research cites this paper.

Coding-Free and Privacy-Preserving Agentic Framework for Data-Driven Clinical Research Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:16:00.749191Z

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AblateCell: A Reproduce-then-Ablate Agent for Virtual Cell Repositories cites this paper.

AblateCell: A Reproduce-then-Ablate Agent for Virtual Cell Repositories Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 36

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Towards a Virtual Neuroscientist: Autonomous Neuroimaging Analysis via Multi-Agent Collaboration cites this paper.

Towards a Virtual Neuroscientist: Autonomous Neuroimaging Analysis via Multi-Agent Collaboration Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-12T03:21:19.102069Z

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Observation ba3bec90-9083-4418-84dc-bda9a3d5550b · inbound

Towards a Virtual Neuroscientist: Autonomous Neuroimaging Analysis via Multi-Agent Collaboration cites this paper.

Towards a Virtual Neuroscientist: Autonomous Neuroimaging Analysis via Multi-Agent Collaboration Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 4

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Observation 0761a9f5-51b9-44a6-a7ad-05975b0f7c34 · inbound

Towards a Virtual Neuroscientist: Autonomous Neuroimaging Analysis via Multi-Agent Collaboration cites this paper.

Towards a Virtual Neuroscientist: Autonomous Neuroimaging Analysis via Multi-Agent Collaboration Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 4

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Observation 7d6615e3-505d-450b-abdb-7be236fea8d9 · inbound

Train the Trainers -- An Agentic AI Framework for Peer-Based Mental Health Support in Battlefield Environments cites this paper.

Train the Trainers -- An Agentic AI Framework for Peer-Based Mental Health Support in Battlefield Environments Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 8

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Teaching Language Models to Forecast Research Success Through Comparative Idea Evaluation cites this paper.

Teaching Language Models to Forecast Research Success Through Comparative Idea Evaluation Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 1

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Observation 1737c47e-a596-4219-91ef-26b5e773be46 · inbound

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery cites this paper.

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 3

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AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation cites this paper.

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 19

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Observation e64533b0-0157-454d-afd9-fb19002e73e9 · inbound

Validation-Gated Multi-Agent Governance for Online Adaptation of Thermal-Hydraulic Surrogate Models under Operating-Regime Shift cites this paper.

Validation-Gated Multi-Agent Governance for Online Adaptation of Thermal-Hydraulic Surrogate Models under Operating-Regime Shift Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 32

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Observation 5b2fb1b7-1580-4928-bca1-12db9b9cb440 · inbound

Toward decision-aware AI for LSST-scale time-domain astronomy cites this paper.

Toward decision-aware AI for LSST-scale time-domain astronomy Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 23

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Benchmarking AI Agents for Addressing Scientific Challenges Across Scales cites this paper.

Benchmarking AI Agents for Addressing Scientific Challenges Across Scales Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 2

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Observation 2eeaae1b-31ee-4ff3-93d9-e7ec40c1d2b0 · inbound

PseudoBench: Measuring How Agentic Auto-Research Fuels Pseudoscience cites this paper.

PseudoBench: Measuring How Agentic Auto-Research Fuels Pseudoscience Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 111

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Observation eeffbe96-a00b-4312-9e84-fa20f42ab2ba · inbound

Thinking Like a Scientist? A Structural Study of LLM-Generated Research Methods cites this paper.

Thinking Like a Scientist? A Structural Study of LLM-Generated Research Methods Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 6

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Observation 6c18e75c-4d0c-4209-8242-6bb372feb993 · inbound

Agentic Orchestration of HPC Applications in Cloud cites this paper.

Agentic Orchestration of HPC Applications in Cloud Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 13

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Networked Intelligence: Active Shared Context Graphs for Human-AI Team Science cites this paper.

Networked Intelligence: Active Shared Context Graphs for Human-AI Team Science Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 14

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An Agentic Interface for End-to-End Probabilistic Seismic Hazard and Risk Analysis cites this paper.

An Agentic Interface for End-to-End Probabilistic Seismic Hazard and Risk Analysis Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 18

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Observation a37d57b5-e722-46df-85cc-9bfb6718105a · inbound

Agent Security Needs Redefinition through a Holistic Framework cites this paper.

Agent Security Needs Redefinition through a Holistic Framework Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

Reference 260

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