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#parameter-estimation News & Analysis

2 articles tagged with #parameter-estimation. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · May 297/10
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Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter Estimation

Researchers introduce Battery-Sim-Agent, an LLM-based framework that uses AI agents to estimate battery parameters by mimicking scientific reasoning rather than traditional black-box optimization. The system outperforms conventional methods like Bayesian optimization on benchmark tests and demonstrates practical applicability on real-world battery datasets, representing a novel approach to accelerating battery innovation through physics-informed AI reasoning.

AINeutralarXiv – CS AI · Mar 44/103
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On the Parameter Estimation of Sinusoidal Models for Speech and Audio Signals

Research paper compares three sinusoidal models for speech and audio signal processing: standard Sinusoidal Model (SM), Exponentially Damped Sinusoidal Model (EDSM), and extended adaptive Quasi-Harmonic Model (eaQHM). The study finds eaQHM performs better for medium-to-large window analysis while EDSM excels with smaller analysis windows, suggesting future research should combine both approaches.