Machine Health Copilot is a predictive-maintenance system designed to make machine-learning diagnostics more useful and trustworthy for equipment operators. The system separates prediction from explanation: a numerical model determines the machine's condition, while the language layer is grounded in that structured ass...
Ananya Tripathi, Haricharan S. Mylaraiah· Zenodo (CERN European Organi...· 0 citations
The -sigma^2/2 of Black-Scholes is sometimes read as a correction for discounting or risk aversion. This paper shows that it is Itô’s second-order term itself, measurable directly as the gap between mean and median──the ratio agrees with exp(sigma^2T/2) to 12 digits. No new theorem or law is claimed. Scope of this pape...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
Depression is common among people with tuberculosis (TB) and may undermine adherence and end-of-treatment success. We quantified the association between depression and adverse TB outcomes, including non-compliance. Following PRISMA 2020, we searched PubMed, Embase, PsycINFO, Web of Science, Scopus, and WHO Global Index...
Jiahong Han, Fan Yang, Jing Wang et al.· BMC Psychiatry· 0 citations
When the same expression appears, the two are taken to be saying the same thing. This paper shows that two derivations agreeing exactly at one point are off by a factor of 2 at the next──agreement is not evidence of a shared root. No new theorem or law is claimed. Scope of this paper (scope note): No new theorem or law...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
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From the perspective of the current development trend of large language models, full evaluation on complete test sets entails high computational, time, and financial costs and cannot meet the need for frequent and rapid testing. Anchor-point evaluation relies on a small number of representative anchor samples to approx...
Jinjin Han· Applied and Computational En...· 0 citations
--- ## Alternative Titles 1. **The New Electricity: Artificial Intelligence as Protector of Future Welfare — An Analytical Study of AI Adoption in India** 2. **AI as Rakshak: Examining the Transformative Promise, Ethical Challenges, and Policy Imperatives of Artificial Intelligence in the Indian Context** 3. **From Thr...
Sudhakar Geruganti· Zenodo (CERN European Organi...· 0 citations
Unmanned Aerial Vehicle (UAV) inspection has become an important technical approach for improving the safety, efficiency, and traceability of transmission-line operation and maintenance. However, automatic interpretation of UAV images remains difficult because transmission-line defects are often small, partially occlud...
Jun Dong, Jundong Huang, Kunpeng Liu et al.· Advances in transdisciplinar...· 0 citations
The present study examined the factor structure, measurement invariance across sex and language, concurrent and discriminant validity and achievement-related criterion validity of the eight-item mathematics self-concept scale from TIMSS 2023 in a sample of 4463 eighth-grade students in Hong Kong. Cronbach’s alpha was h...
Large language models (LLMs) are increasingly used for coding assistance, education, and technical question answering. A particular reliability problem arises when a question contains a false technical premise: instead of correcting the assumption, a model may accept it and construct a plausible answer around it. This...
Nabeel Haider Rizvi· Zenodo (CERN European Organi...· 0 citations
Kelvin’s age of the Sun is taken to have failed because the calculation was wrong. This paper shows that both divisions are correct and only the estimate of the reservoir differs──one luminosity yielding two ages a factor of 1099.05 apart. No new theorem or law is claimed. Scope of this paper (scope note): No new theor...
Yuuki Yamagishi· Zenodo (CERN European Organi...· 0 citations
RELEVANCE. Gas-piston electric units with synchronous generators with excitation from permanent magnets are widely used in the oil industry and in small distributed power engineering. Continuous technical diagnostics are an effective means of increasing their operational readiness and reliability. The article examines...
A. Zayniev, M. Khakimyanov· Power engineering (Barringto...· 0 citations
Based on a comparative analysis of five methods across the criteria of formality degree, applicability to non-functional requirements, compatibility with agile methodologies, and learning threshold, it is established that no single method is universal.
M. Elchaninov· Bulletin of Science and Prac...· 0 citations
