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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

Spatially Constrained Discontinuity Trace Extraction from 3D Point Clouds by Intersecting Boundaries Segmented

Jingsong Sima, Qiang Xu, Xiujun Dong, Haoliang Li et al. • Remote Sensing (2025)

Discontinuity trace provides critical geological data for engineering design and construction optimization. However, current extraction methods relying on discontinuity intersection fitting are highly sensitive to the segmentation accuracy ...

DOAJ Open Access (DOAJ) DOI: 10.3390/rs17213566

An automated qualitative analysis of real-time systems using Timed Petri net and SPIN

Tanuja Shailesh, Ashalatha Nayak, Devi Prasad • Cogent Engineering (2024)

Verification of real-time system properties using formal models can improve system design and quality. The Timed Petri net is a formal model for modelling and designing real-time systems with time constraints. Furthermore, model checking is...

DOAJ Open Access (DOAJ) DOI: 10.1080/23311916.2024.2375100

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

MacroSwarm: A Field-based Compositional Framework for Swarm Programming

Gianluca Aguzzi, Roberto Casadei, Mirko Viroli • Logical Methods in Computer Science (2025)

Swarm behaviour engineering is an area of research that seeks to investigate methods and techniques for coordinating computation and action within groups of simple agents to achieve complex global goals like pattern formation, collective mo...

DOAJ Open Access (DOAJ) DOI: 10.46298/lmcs-21(3:13)2025

Software engineering for security

Prémkumar Dévanbu, Stuart G. Stubblebine • Future of Software Engineering (FOSE) (2000)

Integrating Security Considerations smoothly into early life-cycle activities: uniform application of cost-benefit analyses to both functional, and security requrements; unified modeling approaches to integrate the engineering of both funct...

OPENALEX Open Access DOI: https://doi.org/10.1145/336512.336559

Introduction: Understanding Public Policy through Its Instruments—From the Nature of Instruments to the Sociology of Public Policy Instrumentation

Pierre Lascoumes, Patrick Le Galès • Governance (2007)

Public policy instrumentation and its choice of tools and modes of operation are treated either as a kind of evidence (governing means making regulations, taxing, entering into contracts, communicating, etc.) or as if the questions it raise...

OPENALEX Open Access DOI: https://doi.org/10.1111/j.1468-0491.2007.00342.x

Two Sides of the Same Coin—Mechanistic Insight, Diagnostic Application and Therapeutic Translation of Bacterial and Host‐Derived Extracellular Vesicles

Philipp Arnold, Fanni Annamária Boros, Jochen Mattner, Gerald Seidel et al. • Journal of Extracellular Biology (2025)

ABSTRACT Extracellular vesicles (EVs) have gained increasing attention in recent years due to their pivotal role in both health and disease. Emerging from both eukaryotic and prokaryotic cells, EVs serve as essential mediators of intercellu...

DOAJ Open Access (DOAJ) DOI: 10.1002/jex2.70093

The Harris Extended Bilal Distribution with Applications in Hydrology and Quality Control

Radhakumari Maya, Muhammed Rasheed Irshad, Muhammed Ahammed, Christophe Chesneau • AppliedMath (2023)

In this research work, a new three-parameter lifetime distribution is introduced and studied. It is called the Harris extended Bilal distribution due to its construction from a mixture of the famous Bilal and Harris distributions, resulting...

DOAJ Open Access (DOAJ) DOI: 10.3390/appliedmath3010013

Probability and Statistics.

Donald A. Berry, Morris H. DeGroot • Journal of the American Statistical Association (1978)

Statistics and probability both fall within the broader scope of the theory of random phenomena. The first deals with providing probability distributions adaptable to the various real random phenomena, and the second deals very often with a...

OPENALEX DOI: https://doi.org/10.2307/2286553

A Probabilistic Fatigue Strength Assessment in AlSi-Cast Material by a Layer-Based Approach

Matthias Oberreiter, Stefan Fladischer, Michael Stoschka, Martin Leitner • Metals (2022)

An advanced lightweight design in cast aluminium alloys features complexly shaped geometries with strongly varying local casting process conditions. This affects the local microstructure in terms of porosity grade and secondary dendrite arm...

DOAJ Open Access (DOAJ) DOI: 10.3390/met12050784

Proficient randomized response model based on blank card strategy to estimate the sensitive parameter under negative binomial distribution

Gaurav Singh, Chandraketu Singh • Ain Shams Engineering Journal (2022)

This paper has great potential for estimating population proportion who possess stigmatized character by using Negative binomial distribution as a randomization device. The properties of the proposed estimation procedure have been examined....

DOAJ Open Access (DOAJ) DOI: 10.1016/j.asej.2021.10.006

AN INVESTIGATION OF LOCAL EFFECTS ON SURFACE WARMING WITH GEOGRAPHICALLY WEIGHTED REGRESSION (GWR)

Y. Xue, T. Fung, J. Tsou • The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (2012)

Urban warming is sensitive to the nature (thermal properties, including albedo, water content, heat capacity and thermal conductivity) and the placement (surface geometry or urban topography) of urban surface. In the literature the spatial ...

DOAJ Open Access (DOAJ) DOI: 10.5194/isprsarchives-XXXIX-B8-131-2012

Analysis of physical and morphological parameters of silk fibers in the aesthetic properties of silk fabrics

Tukhtaeva Zebo, Abulova Parvina • E3S Web of Conferences (2024)

This article outlines the issues of providing the medium-sized industrial sector with natural fiber products, analyzing the aesthetic properties of fabrics in the production of fabrics that meet the aesthetic and hygienic requirements of co...

DOAJ Open Access (DOAJ) DOI: 10.1051/e3sconf/202454808010