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class="site-header" role="banner"> <div class="site-branding"> <a href="https://blog.mendeley.com/" class="site-logo-link" rel="home" itemprop="url"><img width="472" height="202" src="https://blog.mendeley.com/wp-content/uploads/2021/10/cropped-mendeleyblog-logo-2.png?w=472" class="site-logo attachment-nucleare-logo" alt="" decoding="async" data-size="nucleare-logo" itemprop="logo" srcset="https://blog.mendeley.com/wp-content/uploads/2021/10/cropped-mendeleyblog-logo-2.png 472w, https://blog.mendeley.com/wp-content/uploads/2021/10/cropped-mendeleyblog-logo-2.png?w=200 200w, https://blog.mendeley.com/wp-content/uploads/2021/10/cropped-mendeleyblog-logo-2.png?w=300 300w" sizes="(max-width: 472px) 100vw, 472px" data-attachment-id="50088" data-permalink="https://blog.mendeley.com/cropped-mendeleyblog-logo-2-png/" data-orig-file="https://blog.mendeley.com/wp-content/uploads/2021/10/cropped-mendeleyblog-logo-2.png" data-orig-size="472,202" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0"}" data-image-title="cropped-mendeleyblog-logo-2.png" data-image-description="<p>https://mendeleyblog.files.wordpress.com/2021/10/cropped-mendeleyblog-logo-2.png</p> " data-image-caption="" data-medium-file="https://blog.mendeley.com/wp-content/uploads/2021/10/cropped-mendeleyblog-logo-2.png?w=300" data-large-file="https://blog.mendeley.com/wp-content/uploads/2021/10/cropped-mendeleyblog-logo-2.png?w=472" /></a> <h1 class="site-title"><a href="https://blog.mendeley.com/" rel="home">Mendeley Blog</a></h1> <h2 class="site-description"></h2> </div> </header> <div id="content" class="site-content"> <div id="primary" class="content-area"> <main id="main" class="site-main" role="main"> <header class="page-header"> <h1 class="page-title">Category: <span>Mendeley Catalog</span></h1> </header> <article id="post-49708" class="post-49708 post type-post status-publish format-standard hentry category-build-my-knowledge category-highlighting-research category-mendeley-catalog tag-chemistry-research tag-computer-science-research tag-deep-neural-networks tag-diabetes-research tag-dynamic-critical-phenomena tag-engrams-research tag-environmental-conflict-studies tag-environmental-science-research tag-human-wildlife-studies tag-material-science-research tag-medicine-research tag-memory-research tag-mendeley-catalog tag-metal-additive-manufacturing-research tag-most-read-papers tag-neuroscience-research tag-physics-research tag-research-trends tag-science-education-research tag-sei-research tag-surface-texture-metrology-research"> <header class="entry-header"> <h1 class="entry-title"><a href="https://blog.mendeley.com/2020/01/08/what-were-the-most-popular-papers-of-2019/" rel="bookmark">What were the most popular papers of 2019?</a></h1> <div class="entry-meta small-part"> <span class="posted-on"><i class="fa fa-clock-o space-left-right"></i><a href="https://blog.mendeley.com/2020/01/08/what-were-the-most-popular-papers-of-2019/" rel="bookmark"><time class="entry-date published" datetime="2020-01-08T16:11:11+00:00">January 8, 2020</time><time class="updated" datetime="2020-04-28T09:54:38+01:00">April 28, 2020</time></a></span><span class="byline"> <i class="fa fa-user space-left-right"></i><span class="author vcard"><a class="url fn n" href="https://blog.mendeley.com/author/sallyransom/">sallyransom</a></span></span> </div> </header> <div class="entry-content"> <p><img data-attachment-id="49720" data-permalink="https://blog.mendeley.com/2020/01/08/what-were-the-most-popular-papers-of-2019/mendeley-2019-papers-image/" data-orig-file="https://blog.mendeley.com/wp-content/uploads/2020/01/mendeley-2019-papers-image.jpg" data-orig-size="2480,1940" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"1"}" data-image-title="Mendeley 2019 Papers Image" data-image-description="" data-image-caption="" data-medium-file="https://blog.mendeley.com/wp-content/uploads/2020/01/mendeley-2019-papers-image.jpg?w=300" data-large-file="https://blog.mendeley.com/wp-content/uploads/2020/01/mendeley-2019-papers-image.jpg?w=809" class=" wp-image-49720 alignleft" src="https://blog.mendeley.com/wp-content/uploads/2020/01/mendeley-2019-papers-image.jpg?w=278&h=218" alt="Mendeley 2019 Papers Image" width="278" height="218" srcset="https://blog.mendeley.com/wp-content/uploads/2020/01/mendeley-2019-papers-image.jpg?w=278&h=218 278w, https://blog.mendeley.com/wp-content/uploads/2020/01/mendeley-2019-papers-image.jpg?w=556&h=436 556w, https://blog.mendeley.com/wp-content/uploads/2020/01/mendeley-2019-papers-image.jpg?w=200&h=156 200w, https://blog.mendeley.com/wp-content/uploads/2020/01/mendeley-2019-papers-image.jpg?w=300&h=235 300w" sizes="(max-width: 278px) 100vw, 278px" />“Best of the year” lists always catch our eye. They’re a great way to check if we missed any important movies, books or news. They also show us what our peers focused on and suggest trends for the coming year.</p> <p>In that spirit, we’ve compiled this list of the most popular papers of 2019. These open access articles were trending in the Mendeley Catalog in 2019, meaning that they had the largest growth in readership over the course of the year.</p> <p>There’s one paper across eight major disciplines of science: computer science; education; physics and astronomy; environmental science; medicine; neuroscience; chemistry; and material science. It’s fascinating to see the range of topics of interest across these disciplines, including artificial intelligence, conservation, memory and process improvement.</p> <p>The Mendeley Catalog is an ever-growing resource that currently contains over 300 million research papers. You can search the entire Catalog using the search tool that appears in the main toolbar in your <a href="https://www.mendeley.com/" target="_blank" rel="noopener">Mendeley.com</a> interface. You can also get personalized recommendations of new papers to read from <a href="https://www.mendeley.com/suggest/">Mendeley Suggest</a> by creating a Mendeley account.</p> <h3></h3> <h3>Computer Science</h3> <p><strong><a href="https://www.mendeley.com/catalogue/methods-interpreting-understanding-deep-neural-networks/" target="_blank" rel="noopener">Methods for interpreting and understanding deep neural networks</a></strong><br /> <a href="https://www.mendeley.com/catalogue/methods-interpreting-understanding-deep-neural-networks/" target="_blank" rel="noopener">https://www.mendeley.com/catalogue/methods-interpreting-understanding-deep-neural-networks/</a></p> <p>Abstract extract:<br /> “This paper provides an entry point to the problem of interpreting a deep neural network model and explaining its predictions […] The set of methods covered here is not exhaustive, but sufficiently representative to discuss a number of questions in interpretability, technical challenges, and possible applications.”</p> <figure data-shortcode="caption" id="attachment_49721" aria-describedby="caption-attachment-49721" style="width: 541px" class="wp-caption aligncenter"><img data-attachment-id="49721" data-permalink="https://blog.mendeley.com/2020/01/08/what-were-the-most-popular-papers-of-2019/computer-science-figure/" data-orig-file="https://blog.mendeley.com/wp-content/uploads/2020/01/computer-science-figure.jpg" data-orig-size="670,270" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0"}" data-image-title="Computer Science Figure" data-image-description="" data-image-caption="<p>Fig. 8. Simple Taylor decomposition applied to a convolutional DNN trained on MNIST, and resulting explanations. Red and blue colors indicate positive and negative relevance scores.</p> " data-medium-file="https://blog.mendeley.com/wp-content/uploads/2020/01/computer-science-figure.jpg?w=300" data-large-file="https://blog.mendeley.com/wp-content/uploads/2020/01/computer-science-figure.jpg?w=670" class="alignnone wp-image-49721" src="https://blog.mendeley.com/wp-content/uploads/2020/01/computer-science-figure.jpg?w=541&h=218" alt="Computer Science Figure" width="541" height="218" srcset="https://blog.mendeley.com/wp-content/uploads/2020/01/computer-science-figure.jpg?w=541&h=218 541w, https://blog.mendeley.com/wp-content/uploads/2020/01/computer-science-figure.jpg?w=200&h=81 200w, https://blog.mendeley.com/wp-content/uploads/2020/01/computer-science-figure.jpg?w=300&h=121 300w, https://blog.mendeley.com/wp-content/uploads/2020/01/computer-science-figure.jpg 670w" sizes="(max-width: 541px) 100vw, 541px" /><figcaption id="caption-attachment-49721" class="wp-caption-text">Fig. 8. Simple Taylor decomposition applied to a convolutional DNN trained on MNIST, and resulting explanations. Red and blue colors indicate positive and negative relevance scores.</figcaption></figure> <p> </p> <h3>Education</h3> <p><strong><a href="https://www.mendeley.com/catalogue/cronbachs-alpha-developing-reporting-research-instruments-science-education/" target="_blank" rel="noopener">The Use of Cronbach’s Alpha When Developing and Reporting Research Instruments in Science Education</a></strong><br /> <a href="https://www.mendeley.com/catalogue/cronbachs-alpha-developing-reporting-research-instruments-science-education/" target="_blank" rel="noopener">https://www.mendeley.com/catalogue/cronbachs-alpha-developing-reporting-research-instruments-science-education/</a></p> <p>Abstract extract:<br /> “Cronbach’s alpha is a statistic commonly quoted by authors to demonstrate that tests and scales that have been constructed or adopted for research projects are fit for purpose […] This article explores how this statistic is used in reporting science education research and what it represents.”</p> <h3></h3> <h3>Physics and Astronomy</h3> <p><strong><a href="https://www.mendeley.com/catalogue/theory-dynamic-critical-phenomena/" target="_blank" rel="noopener">Theory of dynamic critical phenomena</a></strong><br /> <a href="https://www.mendeley.com/catalogue/theory-dynamic-critical-phenomena/" target="_blank" rel="noopener">https://www.mendeley.com/catalogue/theory-dynamic-critical-phenomena/</a></p> <p>Abstract extract:<br /> “When a system is brought to a critical phase transition, such as the gas-liquid critical point where the density difference between liquid and gas disappears, or the Curie point of a ferromagnet where the spontaneous magnetization disappears, many of its properties exhibit singular behavior.”</p> <h3></h3> <h3>Environmental Science</h3> <p><strong><a href="https://www.mendeley.com/catalogue/humanwildlife-conflict-coexistence/" target="_blank" rel="noopener">Human–Wildlife Conflict and Coexistence</a></strong><br /> <a href="https://www.mendeley.com/catalogue/humanwildlife-conflict-coexistence/" target="_blank" rel="noopener">https://www.mendeley.com/catalogue/humanwildlife-conflict-coexistence/</a></p> <p>Abstract extract:<br /> “Recent advances in our understanding of conflict have led to a growing number of positive conservation and coexistence outcomes. I summarize and synthesize factors that contribute to conflict, approaches that mitigate conflict and encourage coexistence, and emerging trends and debates.”</p> <h3>Medicine</h3> <p><strong><a href="https://www.mendeley.com/catalogue/worldwide-trends-diabetes-since-1980-pooled-analysis-751-populationbased-studies-44-million-particip/" target="_blank" rel="noopener">Worldwide trends in diabetes since 1980: A pooled analysis of 751 population-based studies with 4.4 million participants</a></strong><br /> <a href="https://www.mendeley.com/catalogue/worldwide-trends-diabetes-since-1980-pooled-analysis-751-populationbased-studies-44-million-particip/">https://www.mendeley.com/catalogue/worldwide-trends-diabetes-since-1980-pooled-analysis-751-populationbased-studies-44-million-particip/</a></p> <p>Abstract extract:<br /> “One of the global targets for non-communicable diseases is to halt, by 2025, the rise in the age standardised adult prevalence of diabetes at its 2010 levels. We aimed to estimate worldwide trends in diabetes, how likely it is for countries to achieve the global target, and how changes in prevalence, together with population growth and ageing, are affecting the number of adults with diabetes.”</p> <figure data-shortcode="caption" id="attachment_49723" aria-describedby="caption-attachment-49723" style="width: 525px" class="wp-caption aligncenter"><img data-attachment-id="49723" data-permalink="https://blog.mendeley.com/2020/01/08/what-were-the-most-popular-papers-of-2019/medicine-figure/" data-orig-file="https://blog.mendeley.com/wp-content/uploads/2020/01/medicine-figure.jpg" data-orig-size="942,499" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"1"}" data-image-title="Medicine Figure" data-image-description="" data-image-caption="<p>Figure 7.</p> " data-medium-file="https://blog.mendeley.com/wp-content/uploads/2020/01/medicine-figure.jpg?w=300" data-large-file="https://blog.mendeley.com/wp-content/uploads/2020/01/medicine-figure.jpg?w=809" class="alignnone wp-image-49723" src="https://blog.mendeley.com/wp-content/uploads/2020/01/medicine-figure.jpg?w=525&h=278" alt="Medicine Figure" width="525" height="278" srcset="https://blog.mendeley.com/wp-content/uploads/2020/01/medicine-figure.jpg?w=525&h=278 525w, https://blog.mendeley.com/wp-content/uploads/2020/01/medicine-figure.jpg?w=200&h=106 200w, https://blog.mendeley.com/wp-content/uploads/2020/01/medicine-figure.jpg?w=300&h=159 300w, https://blog.mendeley.com/wp-content/uploads/2020/01/medicine-figure.jpg?w=768&h=407 768w, https://blog.mendeley.com/wp-content/uploads/2020/01/medicine-figure.jpg 942w" sizes="(max-width: 525px) 100vw, 525px" /><figcaption id="caption-attachment-49723" class="wp-caption-text">Figure 7.</figcaption></figure> <p> </p> <h3>Neuroscience</h3> <p><strong><a href="https://www.mendeley.com/catalogue/competition-between-engrams-influences-fear-memory-formation-recall/" target="_blank" rel="noopener">Competition between engrams influences fear memory formation and recall</a></strong><br /> <a href="https://www.mendeley.com/catalogue/competition-between-engrams-influences-fear-memory-formation-recall/" target="_blank" rel="noopener">https://www.mendeley.com/catalogue/competition-between-engrams-influences-fear-memory-formation-recall/</a></p> <p>Abstract extract:<br /> “Collections of cells called engrams are thought to represent memories. Although there has been progress in identifying and manipulating single engrams, little is known about how multiple engrams interact to influence memory. In lateral amygdala (LA), neurons with increased excitability during training outcompete their neighbors for allocation to an engram. We examined whether competition based on neuronal excitability also governs the interaction between engrams.”</p> <h3>Chemistry</h3> <p><a href="https://www.mendeley.com/catalogue/state-understanding-lithiumionbattery-graphite-solid-electrolyte-interphase-sei-relationship-formati/" target="_blank" rel="noopener"><strong>The state of understanding of the lithium-ion-battery graphite solid electrolyte interphase (SEI) and its relationship to formation cycling</strong></a><br /> <a href="https://www.mendeley.com/catalogue/state-understanding-lithiumionbattery-graphite-solid-electrolyte-interphase-sei-relationship-formati/" target="_blank" rel="noopener">https://www.mendeley.com/catalogue/state-understanding-lithiumionbattery-graphite-solid-electrolyte-interphase-sei-relationship-formati/</a></p> <p>Abstract extract:<br /> “An in-depth historical and current review is presented on the science of lithium-ion battery (LIB) solid electrolyte interphase (SEI) formation on the graphite anode, including structure, morphology, composition, electrochemistry, and formation mechanism.”</p> <figure data-shortcode="caption" id="attachment_49725" aria-describedby="caption-attachment-49725" style="width: 411px" class="wp-caption aligncenter"><img data-attachment-id="49725" data-permalink="https://blog.mendeley.com/2020/01/08/what-were-the-most-popular-papers-of-2019/chemistry-figure/" data-orig-file="https://blog.mendeley.com/wp-content/uploads/2020/01/chemistry-figure.png" data-orig-size="688,618" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0"}" data-image-title="Chemistry figure" data-image-description="" data-image-caption="<p>Figure 1.Fig. 1. Energetics of the formation of the anode and cathode SEI layers under electroreduction and electro-oxidation conditions [21]. “Reprinted (adapted) with permission from (Goodenough, J. B.; Kim, Y. Chemistry of Materials 2010, 22, 587). Copyright (2010) American Chemical Society.”</p> " data-medium-file="https://blog.mendeley.com/wp-content/uploads/2020/01/chemistry-figure.png?w=300" data-large-file="https://blog.mendeley.com/wp-content/uploads/2020/01/chemistry-figure.png?w=688" loading="lazy" class="alignnone wp-image-49725" src="https://blog.mendeley.com/wp-content/uploads/2020/01/chemistry-figure.png?w=411&h=369" alt="Chemistry figure" width="411" height="369" srcset="https://blog.mendeley.com/wp-content/uploads/2020/01/chemistry-figure.png?w=411&h=369 411w, https://blog.mendeley.com/wp-content/uploads/2020/01/chemistry-figure.png?w=200&h=180 200w, https://blog.mendeley.com/wp-content/uploads/2020/01/chemistry-figure.png?w=300&h=269 300w, https://blog.mendeley.com/wp-content/uploads/2020/01/chemistry-figure.png 688w" sizes="(max-width: 411px) 100vw, 411px" /><figcaption id="caption-attachment-49725" class="wp-caption-text">Fig. 1. Energetics of the formation of the anode and cathode SEI layers under electroreduction and electro-oxidation conditions [21]. “Reprinted (adapted) with permission from (Goodenough, J. B.; Kim, Y. Chemistry of Materials 2010, 22, 587). Copyright (2010) American Chemical Society.”</figcaption></figure> <h3>Material Science</h3> <p><strong><a href="https://www.mendeley.com/catalogue/surface-texture-metrology-metal-additive-manufacturing-review/" target="_blank" rel="noopener">Surface texture metrology for metal additive manufacturing: a review</a></strong><br /> <a href="https://www.mendeley.com/catalogue/surface-texture-metrology-metal-additive-manufacturing-review/" target="_blank" rel="noopener">https://www.mendeley.com/catalogue/surface-texture-metrology-metal-additive-manufacturing-review/</a></p> <p>Abstract extract:<br /> “A comprehensive analysis of literature pertaining to surface texture metrology for metal additive manufacturing has been performed. This review paper structures the results of this analysis into sections that address specific areas of interest: industrial domain; additive manufacturing processes and materials; types of surface investigated; surface measurement technology and surface texture characterisation.”</p> <figure data-shortcode="caption" id="attachment_49727" aria-describedby="caption-attachment-49727" style="width: 525px" class="wp-caption aligncenter"><img data-attachment-id="49727" data-permalink="https://blog.mendeley.com/2020/01/08/what-were-the-most-popular-papers-of-2019/material-science-figure/" data-orig-file="https://blog.mendeley.com/wp-content/uploads/2020/01/material-science-figure.png" data-orig-size="696,252" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0"}" data-image-title="Material Science figure" data-image-description="" data-image-caption="" data-medium-file="https://blog.mendeley.com/wp-content/uploads/2020/01/material-science-figure.png?w=300" data-large-file="https://blog.mendeley.com/wp-content/uploads/2020/01/material-science-figure.png?w=696" loading="lazy" class="alignnone wp-image-49727" src="https://blog.mendeley.com/wp-content/uploads/2020/01/material-science-figure.png?w=525&h=190" alt="Material Science figure" width="525" height="190" srcset="https://blog.mendeley.com/wp-content/uploads/2020/01/material-science-figure.png?w=525&h=190 525w, https://blog.mendeley.com/wp-content/uploads/2020/01/material-science-figure.png?w=200&h=72 200w, https://blog.mendeley.com/wp-content/uploads/2020/01/material-science-figure.png?w=300&h=109 300w, https://blog.mendeley.com/wp-content/uploads/2020/01/material-science-figure.png 696w" sizes="(max-width: 525px) 100vw, 525px" /><figcaption id="caption-attachment-49727" class="wp-caption-text">Fig. 4. A typical truncheon artefact [49].Enter a caption</figcaption></figure> <p><strong>Find more papers of interest by searching the Mendeley Catalog at <a href="https://www.mendeley.com/" target="_blank" rel="noopener">Mendeley.com</a>.</strong></p> <p><strong><a href="https://www.mendeley.com/suggest/" target="_blank" rel="noopener">Register with or sign in to Mendeley</a> to get personalized recommendations for papers from Mendeley Suggest.</strong></p> </div> <footer class="entry-footer"> <div class="entry-bottom small-part"> </div> </footer> </article> </main> </div> <div id="secondary" class="widget-area" role="complementary"> <aside id="text-3" class="widget widget_text"><h2 class="widget-title">Download Mendeley</h2> <div class="textwidget"><div class="cta"> <a href="https://www.mendeley.com/download-reference-manager/?utm_medium=blog&utm_campaign=Download_Mendeley" target="blank" rel="noopener">Download Mendeley </a></div> Available for Windows, Mac OSX and Linux</div> 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