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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Volker Knoblauch

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2 papers indexed here

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Open access Oct 2026

Detecting Anomalous Cell Behavior in Electrochemical Battery Testing Using Machine Learning

The growing availability of structured battery databases opens new opportunities for data‐driven quality control in battery manufacturing. Efficient identification of anomalous cells is critical for ensuring safety, performance, and longevity. In this work, we present a machine‐learning‐based framework for detecting an...

Minu Rose, Sanxchep Sharma, Veit Königer et al. · 0 citations
#artificial intelligence Open access Sep 2026

Supporting AI Readiness Through Digital Workflows in Materials Science

This article examines 13 workflow contributions from the second and third funding phases of the MaterialDigital initiative and shows how workflows support AI‐ready research both through integrated AI methods and through structured, traceable, and reusable pipelines.

Marian Bruns, Lateef Abdul, Stephan Barth et al. · 1 citation

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