Field development planning Optimization Proxy model Mixed-integer linear programming Uncertainty analysis Abbreviations ABEX Abandonment expenditure (unit: Mill. NOK) AMPL A mathematical programming language CAPEX-SUB Capital expenditure for subsea equipment (unit: Mill. NOK) CAPEX-TOP Capital expenditure for...
A knowledge gap persists between machine learning (ML) developers (e.g., data scientists) and practitioners (e.g., clinicians), hampering the full utilization of ML for clinical data analysis. We investigated the potential of the ChatGPT Advanced Data Analysis (ADA), an extension of GPT-4,...
In light of these developments, our study introduces an automatic algorithm based on the cutting-edge YOLOv729DL model for detecting both the optic disc and the optic cup. Our results not only surpass existing state-of-the-art methods in terms of optic disc and cup detection but also provide...
The Pivot Indicator is a vital tool for technical analysis used by traders in the financial markets. Designed to assist in identifying potential reversal points or trend changes, this indicator provides valuable insights into key levels in the market. Key features of the Pivot Indicator include: Au...
of purposefully selected steps/phases in line with data science best practices. It seeks to automate all domain generalizable elements of an ML analysis pipeline with a specific focus on biomedical data mining challenges. This tool can be run or utilized in a number of ways to suite a variety...
A primary graphical input device such as a scroll bar or slider is displayed in order to allow graphical input and adjustment of at least one parameter, such as the page number of a
3. Digital twin-multi agent cyber physical system development in manufacturing 4. Case study: digital twin-cyber physical system development of a cryogenic warehouse 5. Discussion 6. Concluding remarks Declaration of Competing Interest Acknowledgements Appendix A. DT-CPS: multi-agent simulation method:...
To assess the degree of potential differences in the performance of the three Cascadion systems under harmonized conditions, the analysis of three concentration levels of QC material was compared and summarized in Box and Whisker plots for calculated bias. QCs were run at the beginning of each da...
In the present study, we show that time-consuming manual tuning of parameters in the Rietveld method, one of the most frequently used crystal structure analysis methods in materials science, can be automated by considering the entire trial-and-error proc
(Supplementary Fig.5). We also compared the accuracy of NLP-derived annotations for metastatic sites to those of billing codes for those sites. In a patient-wise analysis, NLP-derived annotations had better accuracy for metastatic site involvement than billing codes, with precision and recall ...