PF Delta
PulseAugur coverage of PFΔ — every cluster mentioning PFΔ across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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Apiary offers transparent FreeBSD host control plane
Apiary is a new control plane for managing FreeBSD hosts, designed to be transparent and explainable. It handles bhyve VMs and jails, utilizing Raft consensus for reconciliation, ZFS for storage, and PF for networking. …
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New method generates adversarial inputs for AC power flow GNNs
Researchers have developed a method to generate adversarial inputs for graph neural network models used in AC power flow simulations. This technique involves formulating and solving optimization problems to identify inp…
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New parameter-free optimization method enhances LLM fine-tuning efficiency
Researchers have introduced AdaNAGED, a novel parameter-free optimization method designed for efficient fine-tuning of large language models (LLMs). This approach unifies gradient-free training, adaptive parameter tunin…
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New PFΔ benchmark dataset targets AI for power grid simulations
Researchers have introduced PF$\Delta$, a new benchmark dataset designed to evaluate machine learning models for power flow calculations. This dataset includes over 850,000 solved instances across various system sizes a…