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Explainable machine learning in materials science

Xiaoting Zhong, Brian J. Gallagher, Shusen Liu, Bhavya Kailkhura et al. • npj Computational Materials (2022)

Abstract Machine learning models are increasingly used in materials studies because of their exceptional accuracy. However, the most accurate machine learning models are usually difficult to explain. Remedies to this problem lie in explaina...

OPENALEX cc-by DOI: https://doi.org/10.1038/s41524-022-00884-7

Phase-field models in materials science

Ingo Steinbach • Modelling and Simulation in Materials Science and Engineering (2009)

The phase-field method is reviewed against its historical and theoretical background. Starting from Van der Waals considerations on the structure of interfaces in materials the concept of the phase-field method is developed along historical...

OPENALEX DOI: https://doi.org/10.1088/0965-0393/17/7/073001

Materials Science and Engineering

Lashawn M. Gehrig, Xinyu Hu • Trans Tech Publications Ltd. eBooks (2023)

This edition presents the articles devoted mainly to materials processing technologies of steel and alloys, materials properties and advanced manufacturing technologies in the related fields of materials. All of them were selected from the ...

OPENALEX DOI: https://doi.org/10.4028/b-56k662

Materials Science of Synthetic Membranes

Douglas R. Lloyd • ACS symposium series (1985)

Material science aspects of synthetic polymeric membranes are presented in this survey. The objective is to place each of the subsequent chapters of this volume into proper perspective. Therefore, frequent reference is made to the accompany...

OPENALEX DOI: https://doi.org/10.1021/bk-1985-0269

Practical Handbook of Materials Science

Charles W. Lynch • CRC Press eBooks (1989)

CRC Practical Handbooks are a series of single-volume bench manuals that feature a synthesis of frequently used, basic reference information. These highly abridged versions of existing CRC multi-volume Handbooks contain largely tabular and ...

OPENALEX DOI: https://doi.org/10.1201/9781003041047

Principles of Materials Science and Engineering

William F. Smith • Journal of International Crisis and Risk Communication Research (1986)

This book attempts to provide basic knowledge about the structure, properties, and processing of engineering materials and their applications. The first chapter gives an introduction to materials science and engineering and briefly describe...

OPENALEX Open Access

Thermodynamics and Kinetics in Materials Science

Boris S. Bokstein, Mikhail I. Mendelev, David J. Srolovitz • Oxford University Press eBooks (2005)

This text presents a concise and thorough introduction to the main concepts and practical applications of thermodynamics and kinetics in materials science. It is designed with two types of uses in mind: firstly for one or two semester unive...

OPENALEX DOI: https://doi.org/10.1093/oso/9780198528036.001.0001

Big data and machine learning for materials science

Jose Fernando Rodrigues Junior, Larisa Florea, Maria Cristina Ferreira de Oliveira, Dermot Diamond et al. • Discover Materials (2021)

Herein, we review aspects of leading-edge research and innovation in materials science that exploit big data and machine learning (ML), two computer science concepts that combine to yield computational intelligence. ML can accelerate the so...

OPENALEX cc-by DOI: https://doi.org/10.1007/s43939-021-00012-0 PMC: 8054236

CRC Materials Science and Engineering Handbook

James F. Shackelford, Young-Hwan Han, Sukyoung Kim, Se-Hun Kwon • CRC Press eBooks (2015)

CRC Materials Science and Engineering Handbook provides a convenient, single-volume source for physical and chemical property data on a wide range of engineering materials. As with the first three editions, this Fourth Edition contains info...

OPENALEX DOI: https://doi.org/10.1201/b18971

Study on Association Between Lipid Profile Values and Psychiatric Disorders

SHINY JOHN, KAVITARATI DHARWADKAR, MANJUNATH V MOTAGI • Journal of Clinical and Diagnostic Research (2014)

Background: Cholesterol is especially abundant in nervous system, where it plays important role in different aspects of cellular structure (e.g. fluidity of cell membranes) and function (e.g. membrane). Several studies showed that there ...

DOAJ Open Access (DOAJ) DOI: 10.7860/JCDR/2014/10383.5301

RETRACTED ARTICLE: A brief comparative examination of tangent hyperbolic hybrid nanofluid through a extending surface: numerical Keller–Box scheme

Wasim Jamshed, M. Prakash, S. Suriya Uma Devi, Rabha W. Ibrahim et al. • Scientific Reports (2021)

Abstract A novel hybrid nanofluid was explored in order to find an efficient heat-transmitting fluid to replace standard fluids and revolutionary nanofluids. By using tangent hyperbolic hybrid combination nanoliquid with non-Newtonian ethyl...

DOAJ Open Access (DOAJ) DOI: 10.1038/s41598-021-03392-8

An In Vitro Study of Local Oxygen Therapy as Adjunctive Antimicrobial Therapeutic Option for Patients with Periodontitis

Lena Katharina Müller-Heupt, Anja Eckelt, John Eckelt, Jonathan Groß et al. • Antibiotics (2023)

Periodontitis is a common global disease caused by bacterial dysbiosis leading to tissue destruction, and it is strongly associated with anaerobic bacterial colonization. Therapeutic strategies such as oxygen therapy have been developed to ...

DOAJ Open Access (DOAJ) DOI: 10.3390/antibiotics12060990

Effect of Heat Input on Microstructure and Hardness Distribution of Laser Welded Si-Al TRIP-Type Steel

Adam Grajcar, Maciej Różański, Sebastian Stano, Aleksander Kowalski et al. • Advances in Materials Science and Engineering (2014)

This study is concerned with issues related to laser welding of Si-Al type TRIP steels with Nb and Ti microadditions. The tests of laser welding of thermomechanically rolled sheet sections were carried out using keyhole welding and a solid-...

DOAJ Open Access (DOAJ) DOI: 10.1155/2014/658947

Twins‐like nanodrugs synchronously transport in blood and coalesce inside tumors for sensitive ultrasound imaging and triggerable penetrative drug delivery

Yujun Cai, Gengjia Chen, Minzhao Lin, Bo Li et al. • Aggregate (2024)

Abstract Nanodrugs capable of aggregating in the tumor microenvironment (TME) have demonstrated great efficiency in improving the therapeutic outcome. Among various approaches, the strategy utilizing electrostatic interaction as a driving f...

DOAJ Open Access (DOAJ) DOI: 10.1002/agt2.476

External Thermal Insulation Composite Systems: Critical Parameters for Surface Hygrothermal Behaviour

Eva Barreira, Vasco P. de Freitas • Advances in Materials Science and Engineering (2014)

External Thermal Insulation Composite Systems (ETICS) are often used in Europe. Despite its thermal advantages, low cost, and ease of application, this system has serious problems of biological growth causing the cladding defacement. Recent...

DOAJ Open Access (DOAJ) DOI: 10.1155/2014/650752

Simulation and experimental verification of the edge effect of composites on the infiltration process of RTM forming

ZHU Hongye, WANG Xiaoxu, LYU Jixiang, HAO Shulei • Xi'an Gongcheng Daxue xuebao (2025)

To study the influence of edge effects on the resin filling flow pattern in the RTM process of composite materials, the finite element software PAM-RTM was used to simulate and analyze the impregnation process of the blade preforms in RTM.B...

DOAJ Open Access (DOAJ) DOI: 10.13338/j.issn.1674-649x.2025.04.002

Effect of Ageing on a Novel Cobalt-Free Precipitation-Hardenable Martensitic Alloy Produced by SLM: Mechanical, Tribological and Corrosion Behaviour

Inés Pérez-Gonzalo, Florentino Alvarez-Antolin, Alejandro González-Pociño, Luis Borja Peral-Martinez • Journal of Manufacturing and Materials Processing (2025)

This study investigates the mechanical, tribological, and electrochemical behaviour of a novel precipitation-hardenable martensitic alloy produced by selective laser melting (SLM). The alloy was specifically engineered with an optimised com...

DOAJ Open Access (DOAJ) DOI: 10.3390/jmmp9080261