A Family of Adaptive Activation Functions for Mitigating Failure Modes in Physics-Informed Neural Networks

A Family of Adaptive Activation Functions for Mitigating Failure Modes in Physics-Informed Neural Networks | Signal Canvas | ScienceToStartup

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Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: A Family of Adaptive Activation Functions for Mitigating Failure Modes in Physics-Informed Neural Networks

PDF: https://arxiv.org/pdf/2603.18328v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

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A Family of Adaptive Activation Functions for Mitigating Failure Modes in Physics-Informed Neural Networks

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