AI for the Electron Ion Collider
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About
AI for the Electron Ion Collider (AI4EIC) is a working group dedicated to developing and maintaining connections within the data science community, engaging with rapidly evolving AI/ML toolsets relevant to the Electron Ion Collider (EIC) science mission. EIC, a new high-luminosity facility, will use AI to provide new insights from experimental and computational data. AI's role spans detector design and controls, simulations, data readout, analysis, theory, and phenomenology. AI is employed for optimizing accelerator and detector designs, accelerating simulation and reconstruction workflows with generative AI methods, and enabling streaming readout for autonomous experimentation and near real-time control for EIC operations planned for the 2030s. AI4EIC organizes workshops, topical meetings, hackathons, and offers tutorials and resources through its AI Resource Hub.
Platform
Features
• resource hub for ai applications
• ai4eic chatbot for inquiries
• workshops, hackathons, and tutorials
• streaming readout and autonomous experimentation
• generative ai for workflow acceleration
• ai-supported simulations and data analysis
• detector and accelerator design optimization
• ai/ml technique development for eic
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