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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

Author

Kuan Fan

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2 papers indexed here

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Review Open access Sep 2026

Operator-Budget Evaluation of Residual-Adaptive Sampling in Physics-Informed Neural Networks

Residual-adaptive collocation is commonly compared at equal optimizer steps, although maintaining its sampling proposal requires PDE-residual evaluations in addition to those used for training. Such comparisons can obscure whether an apparent gain comes from point placement or from additional information work. We intro...

Yi-Fei Long, Kuan Fan · 0 citations
Open access Sep 2026

LB-Louvain: Balancing Transaction Locality and Shard Load in Account-Based State Sharding

LB-Louvain is presented, a coarse-to-fine account-partitioning heuristic in which standard Louvain first extracts logical communities, followed by load-aware community-to-shard assignment and restricted boundary-account refinement, and component-wise ablation confirms complementary roles for load-aware assignment and b...

Zhen-Xing Luan, Jia-Hui Du, Kuan Fan · 0 citations

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