Author

Tymon Duchnicki

University of Illinois Urbana-Champaign

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

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:imputation· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Chen SongiD· 1 shared Karena S Liang· 1 shared Lelys Bravo de GuenniiD· 1 shared Linjia Feng· 1 shared Songyuan WangiD· 1 shared Xiao Zhang· 1 shared Yasmín Rubio-PalisiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Chen SongORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Using machine learning to overcome mosquito collections missing data for malaria modeling

Yasmín Rubio-Palis, Linjia Feng, Karena S Liang, Chen Song, Songyuan Wang, Tymon Duchnicki, Xiao Zhang, Lelys Bravo de Guenni

The paper uses machine learning to impute missing mosquito data and improve malaria incidence predictions in Bolivar State, Venezuela, but finds it ineffective for P. falciparum.

bioRxiv · Apr 17, 2026 · PreprintBioinformatics