Research discovery, not another search chore
Find papers worth reading
Follow the topics and authors you care about. Scollr uses them to build a personalized stream of papers, trend briefs, saved reading moments, and literature maps.
Research Maps
Turn a paper into a literature map
Start from one paper or a saved collection, then inspect related papers, references, citing papers, foundational context, recent work, and key papers in one readable workspace.
See Research MapsDaily reading loop
Turn a quick scan into your next paper to read
Follow your fields
Choose the topics, authors, and sources you want in your daily scan.
Scan what changed
Review papers with enough context to decide what is worth opening.
Save the next read
Keep promising papers for the moment when you have time to read closely.
Weekly trend briefs
Understand what is moving before you dive deeper
Public trend briefs turn fast-moving research clusters into readable context: what changed, which papers anchor the trend, and where to keep reading.
Solid-state electrolyte papers are clustering around manufacturable interfaces
- New review papers connect durability and scale-up constraints.
- Representative papers are selected from current evidence, not fake popularity.
- Briefs link back into the live research feed.
Start with one useful paper.
The feed gets sharper as you follow topics, save papers, and map the research areas that matter to you.
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