Global data gaps highlight why citizen science has now become essential for official statistics

For more than three decades, DHS provided vital demographic and health data on population, health, HIV, and nutrition in over ...
Nanowerk

Unearthing experimental data buried in scientific papers

If large-scale datasets of experimental data can be built through this approach, it is expected to enable researchers to gain ...

Unearthing experimental materials data buried in scientific papers using LLMs

Technologies that underpin modern society, such as smartphones and automobiles, rely on a diverse range of functional ...
IEEE

Doing More With Less: A Survey of Data Selection Methods for Mathematical Modeling

Abstract: Big data applications such as Artificial Intelligence (AI) and Internet of Things (IoT) have in recent years been leading to many technological breakthroughs in system modeling. However, ...
National Academies of Sciences%2c Engineering%2c and Medicine

DOE Should Develop AI-Based Foundation Models Fused with Traditional Computational Methods to Bring Paradigm Shift to Scientific Discovery

WASHINGTON — A new report from the National Academies of Sciences, Engineering, and Medicine examines how the U.S. Department of Energy could use foundation models for scientific research, and finds ...
IEEE

A Study of Data Augmentation for Learning-Driven Scientific Visualization

Abstract: The success of deep learning heavily relies on the large amount of training samples. However, in scientific visualization, due to the high computational cost, only few data are available ...