Article

A Survey of Human-AI Collaboration for Scientific Discovery

2026-02-05

Abstract excerpt

Artificial intelligence (AI) is increasingly integrated into scientific discovery processes, such as protein design, gene analysis, and materials research, significantly enhancing the efficiency of discoveries in these fields. While much recent literature emphasizes fully automated pipelines, it is crucial to acknowledge that scientific discovery is inherently a creative and high-stakes endeavor. Therefore, it rel...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 0bec1774-df66-5fdc-a624-87c873b26fa8
DOI: 10.20944/preprints202601.0405.v2

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A Survey of Human-AI Collaboration for Scientific DiscoveryDOI 10.20944/preprints202601.0405.v2Read

A Survey of Human-AI Collaboration for Scientific DiscoverySemantic proximity Read

From Loop to Partnership: A Framework for Understanding the Evolving Paradigms of Human-AI CollaborationSemantic proximity Read

Synergy, Not Substitution. Responsible Human–AI Collaboration in Academic ResearchSemantic proximity Read

AI Agents from Copilots to Coworkers: Historical Context, Challenges, Limitations, Implications, and Practical GuidelinesSemantic proximity Read

Generative Metascience: A Review of AI as the Next Scientific Instrument and the Emerging Paradigm of Algorithmic DiscoverySemantic proximity Read

From Loop To Partnership: A Model For a Changing Paradigm Of Human-Ai PartnershipSemantic proximity Read

Orion: Towards Lab Automation with Computer-Using AgentsSemantic proximity Read

Rams, hounds and white boxes: Investigating human–AI collaboration protocols in medical diagnosisSemantic proximity Read

AI for Scientific Discovery: Automating Hypothesis GenerationSemantic proximity Read

A Persistent Fleet of AI Scientists Exhibits Cooperative and Autopoietic BehaviorSemantic proximity Read

An AI-Human Collaborative Review of AI-Human Collaborative ReviewsSemantic proximity Read

Balancing Efficiency and Depth: A Systematic Review of Artificial Intelligence’s Impact on Research Competencies Across the Research LifecycleSemantic proximity Read