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Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review. How this is built →

Co-authorship neighborhood

A bounded, provider-scoped projection of shared papers in this corpus. It is not a map of importance, influence, intellectual similarity, geography, or causal relationships.

Dominik Baumann's displayed neighborhood

7 of 7 direct collaborators shown.

View profile
1Distinct papers
7Unique collaborators
7.0Full weighted degree
2026Active span
8Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Dominik Baumann A deterministic circular layout of the focal author and up to 20 direct collaborators. Edge thickness represents full shared-paper weight. An ordered table follows the graphic. Dominik Baumann A. Mustafin A. Vanhoyweghen B. Verbruggen Erfaun Noorani Thomas B. Schön Vincent Ginis
Circular placement is deterministic and only prevents overlap. Proximity and direction do not measure intellectual, geographic, social, or causal distance. Square = focal author; circles = collaborators; labels identify the focal and highest-weight neighbors.

Ordered author table

Scroll the table horizontally to see every column.

Accessible table equivalent for nodes in the displayed subgraph, ordered with the focal author first and collaborators by selected edge weight. Metrics use each node's full filtered provider scope, not only displayed edges.
Display orderAuthorRoleDistinct papersUnique collaboratorsWeighted degreeActive span
1 Dominik Baumann Focal 1 7 7.0 2026
2 A. Mustafin Direct collaborator 1 7 7.0 2026
3 A. Vanhoyweghen Direct collaborator 1 7 7.0 2026
4 B. Verbruggen Direct collaborator 1 7 7.0 2026
5 Erfaun Noorani Direct collaborator 1 7 7.0 2026
6 Thomas B. Schön Direct collaborator 1 7 7.0 2026
7 Vincent Ginis Direct collaborator 1 7 7.0 2026
8 Xinyi Sheng Direct collaborator 1 7 7.0 2026

Displayed collaboration table

Scroll the table horizontally to see every column.

Undirected co-authorship edges among displayed authors. Each pair is listed once.
Author pairShared papersFull weightFractional weight
Xinyi Sheng — A. Vanhoyweghen110.143
Xinyi Sheng — B. Verbruggen110.143
Xinyi Sheng — Vincent Ginis110.143
Xinyi Sheng — Dominik Baumann110.143
Xinyi Sheng — Thomas B. Schön110.143
Xinyi Sheng — A. Mustafin110.143
Xinyi Sheng — Erfaun Noorani110.143
A. Vanhoyweghen — B. Verbruggen110.143
A. Vanhoyweghen — Vincent Ginis110.143
A. Vanhoyweghen — Dominik Baumann110.143
A. Vanhoyweghen — Thomas B. Schön110.143
A. Vanhoyweghen — A. Mustafin110.143
A. Vanhoyweghen — Erfaun Noorani110.143
B. Verbruggen — Vincent Ginis110.143
B. Verbruggen — Dominik Baumann110.143
B. Verbruggen — Thomas B. Schön110.143
B. Verbruggen — A. Mustafin110.143
B. Verbruggen — Erfaun Noorani110.143
Vincent Ginis — Dominik Baumann110.143
Vincent Ginis — Thomas B. Schön110.143
Vincent Ginis — A. Mustafin110.143
Vincent Ginis — Erfaun Noorani110.143
Dominik Baumann — Thomas B. Schön110.143
Dominik Baumann — A. Mustafin110.143
Dominik Baumann — Erfaun Noorani110.143
Thomas B. Schön — A. Mustafin110.143
Thomas B. Schön — Erfaun Noorani110.143
A. Mustafin — Erfaun Noorani110.143

Graph construction and limits

Each distinct paper contributes an undirected pair for every two eligible identities in its deduplicated latest Semantic Scholar author list. Self-loops are removed. Solo papers count toward an author's paper total but create no edge. The selected display is an ego subgraph. Paper, collaborator, weighted-degree, and active-span metrics for every displayed node use the full filtered provider view; component size describes the focal author's component.

Immutable provider payloads are stored once. A separate receipt log records a later delivery of an earlier payload, so roster reversions remain visible. Exact duplicate receipts are idempotent. Equal timestamps use receipt insertion order as the tie-breaker.

Co-authorship records shared paper attribution only. It does not establish contribution size, research quality, influence, friendship, topic similarity, or citation relationships.