Author

Xinyu Zhou

Arizona State University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Same name, identified by ORCID

Biology Disciplines

Click to filter author papers

Bioengineering· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1 Approach:large language model· 1

Frequent Co-Authors

Shaopeng WangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

LLM-autonomous development of deep learning models for quantitative microscopy

Xinyu Zhou, Shaopeng Wang

This paper presents a framework where a large language model autonomously develops deep learning models for microscopy tasks, achieving high accuracy across multiple modalities and problem types.

bioRxiv · Apr 8, 2026 · PreprintBioengineering