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Feat: Add publication landing page (#220)
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‎_data/preslist.yml

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[Link to Slides](/assets/presentations/G_Singh-MiapbTUM_AD_RooFit.pdf)
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highlight: 1
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- title: "Fast and Automatic Floating Point Error Analysis With CHEF-FP"
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- title: "Fast And Automatic Floating Point Error Analysis With CHEF-FP"
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description: |
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As we reach the limit of Moore's Law, researchers are exploring different
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paradigms to achieve unprecedented performance. Approximate Computing (AC),

‎_data/publist.yml

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url: https://arxiv.org/abs/2304.02650
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year: '2023'
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- title: Fast And Automatic Floating Point Error Analysis With CHEF-FP
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author: Garima Singh, Baidyanath Kundu, Harshitha Menon, Alexander Penev, David J. Lange,
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Vassil Vassilev
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abstract: |
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As we reach the limit of Moore's Law, researchers are exploring different paradigms to
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achieve unprecedented performance. Approximate Computing (AC), which relies on the ability
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of applications to tolerate some error in the results to trade-off accuracy for performance,
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has shown significant promise. Despite the success of AC in domains such as Machine Learning,
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its acceptance in High-Performance Computing (HPC) is limited due to stringent requirements
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for accuracy. We need tools and techniques to identify regions of code that are amenable to
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approximations and their impact on the application output quality to guide developers to employ
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selective approximation. To this end, we propose CHEF-FP, a flexible, scalable, and easy-to-use
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source-code transformation tool based on Automatic Differentiation (AD) for analyzing
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approximation errors in HPC applications. CHEF-FP uses ...
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cites: '0'
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eprint: https://arxiv.org/abs/2304.06441
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url: https://arxiv.org/abs/2304.06441
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year: '2023'
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- title: Efficient and Accurate Automatic Python Bindings with cppyy & Cling
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author: Baidyanath Kundu, Vassil Vassilev, Wim Lavrijsen
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abstract: |
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pages: 1018-1028
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publisher: IEEE
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url: https://ieeexplore.ieee.org/document/10177445
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link: /publications/fast-and-automatic-floating-point-error-analysis-with-chef-fp
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volume: '608'
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year: '2023'
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year: '2023'

‎_layouts/publication.html

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---
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layout: default
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---
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{% assign publication = site.data.publist | where: "title", page.title | first %}
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{% assign presentation = site.data.preslist | where: "title", page.title | first %}
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<article class="publication" itemscope itemtype="http://schema.org/ScholarlyArticle">
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<header class="publication-header">
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<h1 class="publication-title" itemprop="headline">{{ publication.title }}</h1>
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<p class="publication-meta">
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<span itemprop="author" itemscope itemtype="http://schema.org/Person">
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<span itemprop="name">{{ publication.author }}</span>
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</span>
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• <time datetime="{{ publication.year | date: "%Y" }}" itemprop="datePublished">{{ publication.year }}</time>
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</p>
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</header>
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{% if page.banner_image %}
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<div class="post-banner">
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<img src="{{ page.banner_image }}"
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alt="Banner Image" class="banner-image" />
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</div>
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{% endif %}
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<div class="publication-content" itemprop="description">
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<h3>Abstract</h3>
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<p>{{ publication.abstract | markdownify }}</p>
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{% if presentation %}
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<div class="presentation-info">
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<h3>Presentation</h3>
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<div style="display: block; position: relative">
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<a href="{{ presentation.artifacts | split: '(' | last | strip | split: ')' | first | strip }}">
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<img src="{{ site.url }}{{ site.baseurl }}/images/pubpic/{{ presentation.id }}.gif"
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class=""
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style="border-radius:2px; width: 100%;"
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/>
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<img src="{{ site.url }}{{ site.baseurl }}/images/pubpic/{{ presentation.id }}.png"
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class="gif-animated-static"
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style="border-radius:2px; width: 100%; position: absolute; top: 0; left: 0; margin; 0"
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/>
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</a>
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</div>
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<p><strong>Title:</strong> {{ presentation.title }}</p>
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<p><strong>Location:</strong> {{ presentation.location | markdownify }}</p>
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<p><strong>Date:</strong> {{ presentation.date | date: "%B %d, %Y" }}</p>
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<p><strong>Speaker:</strong> {{ presentation.speaker }}</p>
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<p><strong>Artifacts:</strong> {{ presentation.artifacts | markdownify }}</p>
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</div>
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{% endif %}
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{{ content }}
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</div>
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<div class="publication-info">
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<h3>Details</h3>
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{% if publication.journal %}
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<p><strong>Journal:</strong> {{ publication.journal }}</p>
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{% endif %}
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{% if publication.volume %}
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<p><strong>Volume:</strong> {{ publication.volume }}</p>
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{% endif %}
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{% if publication.pages %}
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<p><strong>Pages:</strong> {{ publication.pages }}</p>
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{% endif %}
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{% if publication.cites %}
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<p><strong>Cited by:</strong> {{ publication.cites }} times</p>
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{% endif %}
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{% if publication.eprint %}
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<p><strong><a href="{{ publication.eprint }}" target="_blank">E-Print</a></strong></p>
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{% endif %}
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{% if publication.url %}
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<p><strong><a href="{{ publication.url }}" target="_blank">Read Full Publication</a></strong></p>
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{% endif %}
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</div>
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</article>
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<style>
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.publication-header .author-image {
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width: 30px;
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height: 30px;
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border-radius: 50%;
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object-fit: cover;
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}
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.publication-banner .banner-image {
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width: 100%;
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height: auto;
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}
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.tag-badge {
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background-color: #999999;
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padding: 0.5rem;
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}
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.presentation-info {
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margin-top: 2rem;
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border-top: 1px solid #ddd;
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padding-top: 1rem;
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}
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.presentation-info h3 {
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margin-bottom: 1rem;
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}
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.presentation-info p {
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margin-bottom: 0.5rem;
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}
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</style>

‎_pages/publications.md

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{% if publi.abstract.size > 7 %}
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* {{publi.abstract}}
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{% endif %}
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{% if publi.link %}
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<p>
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<button class="btn btn-primary" onclick="window.location.href='{{ publi.link }}'">Read More</button>
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</p>
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{% endif %}
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{% endfor %}
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</div>
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</div>
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</div>

‎_pages/publications/fast-and-automatic-floating-point-error-analysis-withchef-fp.md

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---
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title: Fast And Automatic Floating Point Error Analysis With CHEF-FP
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permalink: /publications/fast-and-automatic-floating-point-error-analysis-with-chef-fp
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layout: publication
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---
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### Tutorial
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[How to Estimate Floating Point Errors Using Automatic Differentiation]( https://compiler-research.org/tutorials/fp_error_estimation_clad_tutorial/ )

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