Prof. Duarte · Electrochemistry
formalStrong recommend with code audit follow-up
High value for the field. Reproducibility score can improve once full preprocessing scripts are released.
Novelty 5/5 · Rigor 4/5 · Repro 3/5 · Impact 5/5
Materials Science · recommended · v1
Open Materials Graph for Fast Electrolyte Discovery: Claim-to-evidence Alignment Report
This work introduces a graph-backed benchmark for electrolyte screening and includes machine-readable claim cards. The paper is connected to a transparent rebuttal and review timeline.
Author: Jiyoung Lee
AI Novelty
86
AI Rigor
88
AI Reproducibility
67
AI Translation
90
Open Reviews (1)
Current Label
recommended
High consensus on practical impact and novelty with transparent limitations.
By Energy Systems Recommenders