Dravix: An early-stage materials fire-risk screening and prioritization engine. скачать в хорошем качестве

Dravix: An early-stage materials fire-risk screening and prioritization engine.

Dravix is an early-stage materials fire-risk screening and prioritization engine. Today, fire resistance evaluation depends on slow, expensive physical testing conducted late in the development lifecycle. Engineers must commit time and resources before knowing whether a material candidate is even viable. This results in wasted effort, extended iteration cycles, and constrained exploration in safety-critical industries. Dravix introduces predictive fire-risk screening upstream. The system computes an interpretable, relative fire-risk proxy derived from structured material properties, enabling engineers to compare and prioritize candidate materials before committing to physical fire testing. Rather than replacing laboratory validation or regulatory standards, Dravix operates as a decision-support layer that strengthens early-stage engineering decisions. The current Phase-2 prototype operates end-to-end with deterministic inference behavior and has been validated against known ignition-related indicators across 718 material samples. The system explicitly surfaces interpretability and uncertainty, preserving transparency in safety-adjacent contexts. Dravix is built by Nikhilesh Suravarjjala, Jaanya, and Arnav as part of the Blue Ocean Competition. Live resources: Main Website: dravix. materiamse . com #blueoceancompetition2026 #blueoceancompetition