Results · Slide 07
Coated cells keep 91% after 500 cycles
Speaker notesSame cells as Table 1 of the paper. Rerun at 45 °C next week.
Group briefing · Week 97 / 18
Meet DocFlow, your AI teammate
for every document you read
Reads everything in your collection
Open DocFlow- docx
- PPTX
- XLSX
- PNG
- JPG
- scans
- FIGURES
DocFlow is an AI teammate
that reads papers, tables, figures and scans,
cites a source for every claim, compares
papers and says so when the answer isn’t there
Document understanding
Written for people.
Read by DocFlow.
DocFlow reads every file the way its author laid it out, from two‑column papers to scanned forms, and turns it into evidence that remembers its exact page, figure or table.
See a cited answerPreprint · October 2026
Thin Alumina Coatings Slow Capacity Fade in Nickel-Rich Cathodes
R. Iyer1 · M. Okafor2 · L. Chen1
Abstract. A 2 nm Al2O3 coating keeps 91% of capacity after 500 cycles, against 78% for uncoated cells. We trace the gap to slower surface reconstruction and report rate tests at 2C for both.
1 Introduction
Nickel-rich layered oxides raise energy density but lose capacity as their surfaces react with the electrolyte. Coatings a few nanometres thick slow this reaction without blocking lithium transport.
2 Methods
Cathode powders were coated in a flow reactor with alternating precursor pulses at 150 °C, then cycled 500 times at 25 °C and 45 °C between 2.8 and 4.3 V.
Fig. 2. Capacity retention (%) over 500 cycles at 25 °C.
Vector figure · no embedded imageCapacity retention over 500 cycles.
KindLine chart
Series2
Read byOCR + vision
D6fx=SUM(D2:D5)
| A | B | C | D | E | |
|---|---|---|---|---|---|
| 1 | Stage | Owner | Due | Days | Status |
| 2 | Proposal | Student | 14 Oct | 7 | Done |
| 3 | Guide review | Guide | 21 Oct | 7 | Done |
| 4 | Panel review | Review panel | 4 Nov | 14 | Pending |
| 5 | Final approval | HoD | 18 Nov | 14 | |
| 6 | Total | 42 | |||
| 7 |
StagesOwnersNotes
Project approval form
Form CP-2 · Department of Computer Science
StudentPriya Sharma
Project titleCited answers over papers
GuideDr. A. Menon
Proposal attachedGuide reviewRevision requested
Signature of guide
Approved14 Oct 2026
Department of Computer Science · 2026
Final submission checklist
3. Before you submit
- Report bound in black, 2 copies
- Plagiarism report under 10%
- Guide signature on page ii
- Code on department drive
Table 1 · Hand-in dates
| Item | Owner | Due |
|---|---|---|
| Final report | Student | 18 Nov |
| Demo video | Team | 20 Nov |
| Viva slides | Team | 24 Nov |
Capstone handbook · Section 3Page 4
AI teammate that reads
like a researcher
Research teams
Read faster. Compare more. Stop hunting for the source. DocFlow reviews each paper, builds a literature comparison matrix and links every statement to its page, figure or table - so your team spends its time on the ideas.
76/76numbered figures found across 12 arXiv papers
8.5minto process those 12 papers, 218 pages in all
74automated tests passing, locally and on Azure
Ask · Hybrid mode · 4 papers
Which papers report F1 on FUNSD?
Two of the four: P03 and P11. Each claim links to the table it came from.
P03 · Table 2 · p.6 P11 · §5.1 · p.8