Deep learning in electron microscopy
JM Ede - Machine Learning: Science and Technology, 2021 - iopscience.iop.org
Deep learning is transforming most areas of science and technology, including electron
microscopy. This review paper offers a practical perspective aimed at developers with …
microscopy. This review paper offers a practical perspective aimed at developers with …
Starcoder 2 and the stack v2: The next generation
The BigCode project, an open-scientific collaboration focused on the responsible
development of Large Language Models for Code (Code LLMs), introduces StarCoder2. In …
development of Large Language Models for Code (Code LLMs), introduces StarCoder2. In …
Formalizing UML state machines for automated verification–A survey
The Unified Modeling Language (UML) is a standard for modeling dynamic systems. UML
behavioral state machines are used for modeling the dynamic behavior of object-oriented …
behavioral state machines are used for modeling the dynamic behavior of object-oriented …
Why don't we share data and code? Perceived barriers and benefits to public archiving practices
The biological sciences community is increasingly recognizing the value of open,
reproducible and transparent research practices for science and society at large. Despite …
reproducible and transparent research practices for science and society at large. Despite …
Sampling projects in github for MSR studies
Almost every Mining Software Repositories (MSR) study requires, as first step, the selection
of the subject software repositories. These repositories are usually collected from hosting …
of the subject software repositories. These repositories are usually collected from hosting …
Topic modeling in software engineering research
Topic modeling using models such as Latent Dirichlet Allocation (LDA) is a text mining
technique to extract human-readable semantic “topics”(ie, word clusters) from a corpus of …
technique to extract human-readable semantic “topics”(ie, word clusters) from a corpus of …
Focus: A recommender system for mining api function calls and usage patterns
Software developers interact with APIs on a daily basis and, therefore, often face the need to
learn how to use new APIs suitable for their purposes. Previous work has shown that …
learn how to use new APIs suitable for their purposes. Previous work has shown that …
[HTML][HTML] From FAIR research data toward FAIR and open research software
Abstract The Open Science agenda holds that science advances faster when we can build
on existing results. Therefore, research data must be FAIR (Findable, Accessible …
on existing results. Therefore, research data must be FAIR (Findable, Accessible …
MDverse, shedding light on the dark matter of molecular dynamics simulations
JKS Tiemann, M Szczuka, L Bouarroudj, M Oussaren… - Elife, 2024 - elifesciences.org
The rise of open science and the absence of a global dedicated data repository for
molecular dynamics (MD) simulations has led to the accumulation of MD files in generalist …
molecular dynamics (MD) simulations has led to the accumulation of MD files in generalist …
Are the dead taking over Facebook? A Big Data approach to the future of death online
We project the future accumulation of profiles belonging to deceased Facebook users. Our
analysis suggests that a minimum of 1.4 billion users will pass away before 2100 if …
analysis suggests that a minimum of 1.4 billion users will pass away before 2100 if …