portfolio/posters.html at main · Austin243/portfolio · GitHub

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    <title>Austin Ellis | Posters</title>
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          <h1 class="panel-title" id="posters-title">Posters</h1>
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            A curated set of poster work spanning machine-learning-guided materials discovery, high-pressure chemistry,
            and symmetry-aware electronic-structure modeling.
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          <div class="poster-grid">
            <article class="poster-card reveal" style="--delay: 120ms;">
              <h3>ML Batched Superhydrides</h3>
              <p>
                Template-guided machine learning for discovering stable complex metal superhydrides and prioritizing
                promising high-pressure superconducting candidates.
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              <a class="button-link" href="posters/ML_BatchedSuperhydrides.pdf" target="_blank" rel="noopener">View poster (PDF)</a>
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            <article class="poster-card reveal" style="--delay: 160ms;">
              <h3>Symmetry-Aware ELF 3D-CNN</h3>
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                A periodic, symmetry-aware deep-learning model that predicts electron localization functions from
                superposed atomic densities for fast electronic-structure screening.
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              <a class="button-link" href="posters/SeitzELF_3DCNN.pdf" target="_blank" rel="noopener">View poster (PDF)</a>
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            <article class="poster-card reveal" style="--delay: 200ms;">
              <h3>Tunable Electrides in Monolayer TMDCs</h3>
              <p>
                Vacancy-controlled electride behavior in 2D transition-metal dichalcogenides and the impact of localized
                interstitial electrons on catalytic hydrogen-evolution trends.
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              <a class="button-link" href="posters/TunableElectride_TMDCs.pdf" target="_blank" rel="noopener">View poster (PDF)</a>
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            <article class="poster-card reveal" style="--delay: 240ms;">
              <h3>Cs Polyoxides and Core Reactivity Under Pressure</h3>
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                First-principles structure-search results showing pressure-induced breakdown of polyoxygen motifs in Cs-O
                compounds and activation of Cs core-level electrons in high-pressure bonding.
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              <a class="button-link" href="posters/Cs_polyoxide_CoreReactivity.pdf" target="_blank" rel="noopener">View poster (PDF)</a>
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