Research intelligence
Trace the field.
Don't just search it.
ReTrace collects fragmented public research artifacts, connects related work, and turns the result into a navigable research landscape.
● OTFS channel estimation
How ReTrace works
01Collect public source data
02Normalize into research artifacts
03Trace relationships with evidence
04Surface the research landscape
05Monitor source resilience
Research inventory
What ReTrace has observed in this research space.
Source health
Bright Data Collector IDs are the collection boundary for each source.
Research connections
Candidate paper → repository relationships discovered from real collected data.
0 relationships
Traced implementations
IMPLEMENTED_BYLandscape signals
OBSERVED DATASource resilience
Self-healing was tested against a controlled structural break.
Bright Data self-healing validation
ReTrace deliberately broke a controlled fixture's HTML structure, then used Bright Data's self-healing workflow to regenerate selectors and verify recovered extraction in live preview.
REPAIR VERIFIED / PUBLISH BLOCKED
01 · BaselineCollector extracts fixture fields.
02 · BreakHTML tags, classes and nesting change.
03 · DetectExtraction completes but fields become empty.
04 · HealNew selectors generated and preview re-extracts data.
05 · PromoteProduction publish hit a platform preview-server error.
Known limitation: the final Accept changes / production promotion step could not be completed during testing. ReTrace does not claim a successful production version update; the repair-generation and preview-validation stages are the confirmed working portion.
Literature matrix
Searchable paper inventory for the current research space.
| Research artifact | Type | Authors / owner | Published | Source |
|---|