BRAINIAC
Broad-scope Reasoning Artificial Intelligence for Nano-micro material and devices Identification, Assessment, and Categorization
MODULES every tool in this build
DATA DRIVEN TWIN
Interactive PFAS/MSDE probe–target design with the real saved multimodal model (paper).
DTE-GNN TRANSLATION
Explore 1,342 saved PFAS candidates or edit the interactive 16-node FET research twin.
ML TOOLBOX
Machine learning tools and Bayesian optimization
AUTO RESEARCH
Closed-loop autonomous research, replayed from recorded 16-18 hour runs.
SCI-KGFM
Zero-shot knowledge-graph completion across 12 materials-science graphs.
DTOR
Deep-thinking-of-research engine.
SCI-EXPERT
Chat with the science-tuned Qwen3.5-9B, base and fine-tuned side by side.
OMNIPHYSVERIFIER
Automated verification of scientific claims, results and reproducibility.
DATA REPOSITORY
Access and search the BRAINIAC research data collection
API DOCUMENTATION
Technical documentation for Globus Search API integration
CONTACT ADMIN
Get support and contact the system administrator
COLLABORATION HUB
Research collaboration and team management portal
The Data Transfer Functions are for Current Researchers in the BRAINIAC Project only
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