Author

Warren Davis IV

Sandia National Laboratories

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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Systems Biology· 1

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Research Focus:benchmarking· 1 Assay:ChIP-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Organism:fungi (other)· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Anna Lara· 1 shared Cameron Kunstadt· 1 shared Dr. Ethan Lee· 1 shared Elizabeth R. KoningiD· 1 shared Jenna SchambachiD· 1 shared Laura D. Weinstock· 1 shared Raga KrishnakumariD· 1 shared William Morrell· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperSystems Biology

Anna Lara

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1 paper

Recent·Most cited

Hybrid CNN and Multi-Head Attention Model for Analyzing Epigenetic Mechanisms and Gene Expression Across Fungal Phylogenetic Distances

Laura D. Weinstock, Jenna Schambach, Anna Lara, Cameron Kunstadt, Dr. Ethan Lee, Elizabeth R. Koning, William Morrell, Wittney Mays, Warren Davis IV, Raga Krishnakumar

This paper introduces a deep learning model, MAPLE, to predict gene expression from epigenetic data across fungal species, achieving strong cross-species performance.

iScience · Aug 22, 2026Peer-reviewedSystems Biology