Author

Muhammad Azam

Plant Breeders Rights Registry, Ministry of National Food Security and Research, Islamabad, Pakistan;

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

Biology Disciplines

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Bioinformatics· 1 Plant Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Approach:large language model· 1 Organism:plant (other)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Dong He XuiD· 1 shared Fawad Sheikh· 1 shared Haowang Liu· 1 shared Ihtisham Ul HaqiD· 1 shared Ijaz Ahmed Qureshi· 1 shared Micheal Olaolu ArowoloiD· 1 shared Mihail PopescuiD· 1 shared Muhammad Ans HussainiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperBioinformatics

Dong He XuORCID

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Author profile →

2 papers

Recent·Most cited

Dissecting the genetic basis of DUS characters in Pakistani wheat varieties

Ihtisham Ul Haq, Ijaz Ahmed Qureshi, Muhammad Ans Hussain, Rana Arsalan Javaid, Fawad Sheikh, Zesshan Abbas, Muhammad Azam

This study identifies genomic regions associated with DUS traits in Pakistani wheat varieties using GWAS, aiming to improve varietal identification through molecular markers.

bioRxiv · Nov 3, 2026 · PreprintPlant Biology

A Comprehensive Evaluation of Large Language Models in Mining Gene Interactions and Pathway Knowledge

Muhammad Azam, Yibo Chen, Micheal Olaolu Arowolo, Haowang Liu, Mihail Popescu, Dong He Xu

This paper evaluates 21 large language models for mining gene interactions and pathway knowledge, finding significant performance differences between API-based and open-source models.

bioRxiv · Jan 21, 2024 · PreprintBioinformatics