NIMO Controller is an MCP-based SDL orchestrator that generates a visual programming interface for human users and provides a unified backend for AI agents, validated through a color-matching case study.
Chemos: An orchestratio n software to democratize autonomous discovery
4 Pith papers cite this work, alongside 146 external citations. Polarity classification is still indexing.
4
Pith papers citing it
146
external citations · Crossref
representative citing papers
A hierarchical multi-agent LLM system autonomously plans, executes, and debugs quantum chemistry calculations, achieving over 87% success on six benchmark exercise types and two case studies.
NIMS-OS is an open-source Python framework that orchestrates AI modules (Bayesian optimization, phase diagram construction) with robotic hardware (NAREE) to enable autonomous closed-loop materials exploration.
A perspective article reviews the state of using foundation models for laboratory automation and proposes a roadmap for fully autonomous experiments.
citing papers explorer
-
NIMS-OS: An automation software to implement a closed loop between artificial intelligence and robotic experiments in materials science
NIMS-OS is an open-source Python framework that orchestrates AI modules (Bayesian optimization, phase diagram construction) with robotic hardware (NAREE) to enable autonomous closed-loop materials exploration.