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Optimal pre-train/fine-tune strategies for accurate material property predictions

Reshma Devi, Keith T. Butler, Gopalakrishnan Sai Gautam • npj Computational Materials (2024)

Abstract A pathway to overcome limited data availability in materials science is to use the framework of transfer learning, where a pre-trained (PT) machine learning model (on a larger dataset) can be fine-tuned (FT) on a target (smaller) d...

DOAJ Open Access (DOAJ) DOI: 10.1038/s41524-024-01486-1

A database of experimentally measured lithium solid electrolyte conductivities evaluated with machine learning

Cameron J. Hargreaves, Michael W. Gaultois, Luke M. Daniels, Emma J. Watts et al. • npj Computational Materials (2023)

Abstract The application of machine learning models to predict material properties is determined by the availability of high-quality data. We present an expert-curated dataset of lithium ion conductors and associated lithium ion conductivit...

DOAJ Open Access (DOAJ) DOI: 10.1038/s41524-022-00951-z

Identification and Functional Assessment of the First Placental Adhesin of Treponema pallidum That May Play Critical Role in Congenital Syphilis

Shekerah Primus, Sandra C. Rocha, Lorenzo Giacani, Lorenzo Giacani et al. • Frontiers in Microbiology (2020)

Syphilis is a global, re-emerging sexually transmitted infection and congenital syphilis remains a major cause of adverse pregnancy outcomes due to bacterial infection in developing nations with a high rate of fetus loss. The molecular mech...

DOAJ Open Access (DOAJ) DOI: 10.3389/fmicb.2020.621654

Synergistic Effects of Resveratrol and Temozolomide Against Glioblastoma Cells: Underlying Mechanism and Therapeutic Implications

Liu Y, Song X, Wu M, Wu J et al. • Cancer Management and Research (2020)

Yusi Liu, Xue Song, Moli Wu, Jiao Wu, Jia Liu Liaoning Laboratory of Cancer Genetics and Epigenetics and Department of Cell Biology, College of Basic Medical Sciences, Dalian Medical University, Dalian, People’s Republic of ChinaCorre...

DOAJ Open Access (DOAJ)

Editorial

Bulent Cavas • Science Education International (2026)

Dear Readers, The September 2026 issue of Science Education International presents 11 original research articles authored by scholars from 11 countries, including Germany, Slovenia and Italy, Finland and South Africa, Brazil, Chile and Arge...

DOAJ Open Access (DOAJ) DOI: 10.33828/sei.v37.i4.e

Knowledge, attitude, and practices toward COVID-19 vaccination among patients attending OPD of a tertiary care hospital in Kolkata: A descriptive cross-sectional study

Agnij Bhattacharyya, Debadatta Chakrabarty, Anindya Mukherjee, Soumitra Mondal • National Journal of Physiology, Pharmacy and Pharmacology (2024)

Background: The acceptance of the coronavirus disease 2019 (COVID-19) vaccination by the community was largely affected by information or misinformation spreading through various channels. Hence, in the process of deploying vaccines, it bec...

DOAJ Open Access (DOAJ) DOI: 10.5455/njppp.2023.13.10495202320112023

Analysis of groundwater and surface water quality using modelled water index and multivariate statistics in Kampala and Mbarara Districts, Uganda

Idris O. Sanusi, Godwin O. Olutona, Ibrahim G. Wawata, Hope Onohuean • Discover Environment (2024)

Abstract The demand for domestic, public and industrial use of water increases with population growth. However, activities from humans and natural environment have resulted into decline in water quality. The aim of this study was to evaluat...

DOAJ Open Access (DOAJ) DOI: 10.1007/s44274-024-00157-8

Political science and rational choice

William H. Riker • Cambridge University Press eBooks (1990)

The impulse to study politics scientifically is both old and persistent. Aristotle collected 158 constitutions in order to generalize about events and institutions in the Politics . Early in the Renaissance, Machiavelli revived the Aristote...

OPENALEX DOI: https://doi.org/10.1017/cbo9780511571657.008