602 citations
- The Institute of Statistical MathematicsJP23 papers
- National Institute of InformaticsJP22 papers
- The Graduate University for Advanced Studies, SOKENDAIJP15 papers
- The University of TokyoJP14 papers
- National Institute for Materials ScienceJP6 papers
- Massachusetts Institute of TechnologyUS4 papers
- Shinshu UniversityJP4 papers
- Chinese Academy of SciencesCN3 papers
- Japan Atomic Energy AgencyJP3 papers
- Kanagawa UniversityJP3 papers
- National Institute of Polar ResearchJP3 papers
- Waseda UniversityJP3 papers
59 papers
Probabilistic Graphical Model using Graph Neural Networks for Bayesian Inversion of Discrete Structural Component States
Teng Li, Stephen Wu, Yong Huang +2
The health condition of components in civil infrastructures can be described by various discrete states according to their performance degradation. Inferring these states from meas…
Repurposing Annotation Guidelines to Instruct LLM Annotators: A Case Study
Kon Woo Kim, Rezarta Islamaj, Jin-Dong Kim +2
This study investigates how existing annotation guidelines can be repurposed to instruct large language model (LLM) annotators for text annotation tasks. Traditional guidelines are…
ARIM-mdx Data System: Towards a Nationwide Data Platform for Materials Science
Masatoshi Hanai, Ryo Ishikawa, Mitsuaki Kawamura +16
In modern materials science, effective and high-volume data management across leading-edge experimental facilities and world-class supercomputers is indispensable for cutting-edge…
AMIDER: A Multidisciplinary Research Database and Its Application to Promote Open Science
Masayoshi Kozai, Yoshimasa Tanaka, Shuji Abe +3
The AMIDER, Advanced Multidisciplinary Integrated-Database for Exploring new Research, is a newly developed research data catalog to demonstrate an advanced database application. A…
Revisiting Seismicity Criticality: A New Framework for Bias Correction of Statistical Seismology Model Calibrations
Jiawei Li, Didier Sornette, Zhongliang Wu +2
The Epidemic-Type Aftershock Sequences (ETAS) model and its variants effectively capture the space-time clustering of seismicity, setting the standard for earthquake forecasting. A…
Recording provenance of workflow runs with RO-Crate
Simone Leo, Michael R. Crusoe, Laura Rodríguez-Navas +15
Recording the provenance of scientific computation results is key to the support of traceability, reproducibility and quality assessment of data products. Several data models have…