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A Manufacturing Memory Substrate for Multimodal Process Intelligence
Unified graph layer linking powder lifecycle to manufacturing performance
A Manufacturing Memory Substrate for Multimodal Process Intelligence Project Details
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Agentic AI for Closed-Loop Biomanufacturing: A Lycopene Case Study
Autonomous agentic AI platform optimizing microbial lycopene yields
Agentic AI for Closed-Loop Biomanufacturing: A Lycopene Case Study Project Details
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Building Manufacturing Intelligence: Nanofab Data Pipelines and Compact Language Models
Localized compact language models providing secure nanofab facility intelligence
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Digitizing Tacit Manufacturing Knowledge into Graph-Grounded, Human-Aligned Coaching Agents
AI coaching agents transforming tacit operator skills into knowledge graphs
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From Sensor Data to Safe Automation: Hybrid World Models for Manufacturing
Hybrid world models fusing predictive ML and safety for human-robot tasks
From Sensor Data to Safe Automation: Hybrid World Models for Manufacturing Project Details
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Graph-Native Adaptive Manufacturing Infrastructure for Human-Centered Digital Production
Graph-native production infrastructure adapting to real-time factory changes
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Making Imperfect AI Useful for Manufacturing
LLM-guided Bayesian optimization loop for precision 3D printing
Making Imperfect AI Useful for Manufacturing Project Details
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On-Demand Dexterous Manufacturing: Generative Skill Acquisition from Human Video for Agile Workcells
Generative AI training multi-fingered robots to learn skills from human video
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The Large Powder Library
Digital twin and ML models predicting metal powder quality and degradation
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