Author

Magdiel Inggrid Setyawati

Nanyang Technological UniversityORCID 0000-0002-3221-077XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Plant Biology· 2

Signature Assays, Organisms & Methods

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Assay:metabolomics· 2 Organism:plant (other)· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Research Focus:metabolism & bioenergetics· 1

Frequent Co-Authors

Aravind HarikumariD· 2 shared Itamar ShenhariD· 2 shared Ittai HerrmanniD· 2 shared Kee Woei NgiD· 2 shared Matan GavishiD· 2 shared Menachem MoshelioniD· 2 shared Zhitong ZhaoiD· 2 shared David Tan· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 43 mutual co-author links

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2 shared papersPlant Biology

Aravind HarikumarORCID

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2 papers

Recent·Most cited

Designed nutrient-gradient phenotyping enables predictive ionomics of tropical leafy greens

Itamar Shenhar, Miguel R. Pebes-Trujillo, Aravind Harikumar, Zhitong Zhao, Li Yi Tan, Magdiel Inggrid Setyawati, Jie He, Ittai Herrmann, Kee Woei Ng, Matan Gavish, Menachem Moshelion

The paper uses a designed nutrient-gradient framework and machine learning to predict leaf ionome in tropical crops, achieving high predictive accuracy across unseen conditions.

bioRxiv · Sep 17, 2026 · PreprintPlant Biology

Nitrogen ionome dynamics on leafy vegetables in tropical climate

Itamar Shenhar, Aravind Harikumar, Miguel Raul Pebes Trujillo, Zhitong Zhao, Qin Lin, Magdiel Inggrid Setyawati, David Tan, Jie He, Ittai Herrmann, Kee Woei Ng, Matan Gavish, Menachem Moshelion

This study examines how nitrogen application affects physiological traits and mineral composition in leafy vegetables under tropical conditions, finding optimal nitrogen levels and mineral uptake dynamics.

bioRxiv · Oct 17, 2024 · PreprintPlant Biology