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NeurIPS 2026U LuxembourgTilburgGran Sasso Science InstituteU Naples Federico IIU LuxemburgTool use & function calling

The Scaling Paradox of Tool-Calling LLM Agents Under Realistic MCP Faults

Antonio Ken Iannillo, Joshua S Owotogbe, Roberto Natella, Francesco Avallone and 2 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Gran Sasso Science InstituteThe University of EdinburghPhysics-informed ML & PDEs

Simplifying Transformer-Based U-Net Neural Physics Simulators

Pietro Sittoni, Francesco Tudisco

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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