CMAPSS
PulseAugur coverage of CMAPSS — every cluster mentioning CMAPSS across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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Self-supervised pretraining shows mixed results for PHM tasks
Researchers have investigated the effectiveness of self-supervised pretraining for Prognostics and Health Management (PHM) tasks using a corpus of 47 public datasets. Their findings indicate that the transferability of …
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llama.cpp v0.8.0 adds LiquidAI LFM3, DeepSeek V4.1 Flash, and new audio APIs
The llama.cpp project has released version 0.8.0, introducing support for a wide array of new models including the LiquidAI LFM3 family, DeepSeek V4.1 Flash, and Nemotron-3(.5)-Embed. This update also brings significant…
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New Transformer Model Enhances Predictive Maintenance Across Data Frequencies
Researchers have developed FreqCondNorm, a novel Transformer-based architecture designed to improve the transferability of deep learning models for predictive maintenance across different machines and operating conditio…
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New framework optimizes LLM invocation in streaming systems
Researchers have developed a novel framework for deciding when to invoke expensive Large Language Models (LLMs) in streaming inference pipelines. This approach frames the problem as a risk-based sequential stopping prob…