Author

Ryan Bournes

University of Surrey

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

Neuroscience· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:electrophysiology· 1 Organism:mouse· 1

Frequent Co-Authors

Roman BaueriD· 2 shared Adam ŠmelkoiD· 1 shared Alejandro Madrid-ValienteiD· 1 shared Alexander George FletcheriD· 1 shared Alfonso ValenciaiD· 1 shared Arnau MontagudiD· 1 shared Cayla R Harris· 1 shared Dirk DrasdoiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 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

2 shared papersNeuroscience

Roman BauerORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Computational model of developmental self-assembly of a cortical microcircuit

Umar Abubacar, Cayla R Harris, Ryan Bournes, Roman Bauer

The paper develops a computational model to simulate the self-assembly of cortical microcircuits from progenitors, reproducing experimentally measured connectivity without prescribing individual connections.

bioRxiv · Nov 10, 2026 · PreprintNeuroscience

Open Benchmarking for Cell-Based Multiscale Models: Lessons from a Community Initiative

Thaleia Ntiniakou, James M. Osborne, Jieling Zhao, Jules Dichamp, Nicolò Cogno, Randy W. Heiland, Kwabena Amponsah, Jiří Pešek, Tobias Duswald, Othmane Hayoun-Mya, Jack Jennings, Matteo Pedrazzi, Ryan Bournes, Marco Ruscone, Fergus Cooper, , Arnau Montagud

This paper presents a community-driven benchmarking initiative for cell-based multiscale models, highlighting variations in tool implementations and advocating for standardized benchmarks and interoperability.

bioRxiv · Jul 16, 2025 · PreprintSystems Biology