Upload Home.py
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Home.py
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| 1 |
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import base64
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from pathlib import Path
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import streamlit as st
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from src.ui_style import apply_global_style
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st.set_page_config(page_title="Home", layout="wide")
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apply_global_style()
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logo_path = Path(__file__).resolve().parent / "icons" / "logo.png"
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logo_data_uri = ""
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if logo_path.exists():
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logo_data_uri = "data:image/png;base64," + base64.b64encode(logo_path.read_bytes()).decode("ascii")
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st.markdown(
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"""
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<div style="margin: 0.15rem 0 0.4rem 0;">
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<span class="pp-badge">Home</span>
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</div>
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""",
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unsafe_allow_html=True,
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)
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st.markdown(
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f"""
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<section class="pp-main-card">
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<div class="pp-main-grid">
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| 29 |
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<div>
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| 30 |
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<h1 class="pp-main-title">Polymer Discovery Platform</h1>
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| 31 |
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<p class="pp-main-copy">
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| 32 |
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A unified platform for polymer research that combines property prediction, molecular visualization, and objective-driven candidate discovery to support faster, data-backed screening and selection decisions.
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| 33 |
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</p>
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| 34 |
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</div>
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<div class="pp-main-logo">
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{"<img src='" + logo_data_uri + "' alt='Platform logo' />" if logo_data_uri else ""}
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| 37 |
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</div>
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| 38 |
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</div>
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| 39 |
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</section>
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""",
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unsafe_allow_html=True,
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)
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| 43 |
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stats = [
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("25+", "Properties"),
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| 46 |
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("13K+", "Real Polymers"),
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| 47 |
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("1M", "Virtual Polymers"),
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]
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| 49 |
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stats_html = "".join(
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| 50 |
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[
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f"""
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| 52 |
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<div class="pp-kpi-item">
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| 53 |
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<p class="pp-kpi-value">{value}</p>
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| 54 |
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<p class="pp-kpi-label">{label}</p>
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| 55 |
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</div>
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| 56 |
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"""
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| 57 |
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for value, label in stats
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| 58 |
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]
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| 59 |
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)
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| 60 |
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st.markdown(f'<section class="pp-kpi-strip">{stats_html}</section>', unsafe_allow_html=True)
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| 61 |
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| 62 |
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st.divider()
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| 63 |
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st.markdown("### Platform Modules")
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| 64 |
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st.caption(
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| 65 |
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"Use the modules below to probe, predict, visualize, discover, and ground polymer decisions with literature evidence."
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| 66 |
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)
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| 67 |
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| 68 |
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cards = [
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| 69 |
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(
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| 70 |
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"Property Probe",
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| 71 |
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"Input a single SMILES or polymer name and retrieve predicted or available values for one target property. "
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| 72 |
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"Best for quick validation before larger screening.",
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| 73 |
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"pages/1_Property_Probe.py",
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| 74 |
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),
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| 75 |
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(
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| 76 |
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"Batch Prediction",
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| 77 |
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"Upload or paste many SMILES and run bulk property prediction in one job. "
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| 78 |
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"Useful when you want ranked outputs and exportable tables for downstream analysis.",
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| 79 |
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"pages/2_Batch_Prediction.py",
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| 80 |
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),
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| 81 |
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(
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| 82 |
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"Molecular View",
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| 83 |
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"Render 2D and 3D molecular structures, inspect composition, and download visual assets "
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| 84 |
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"or MOL files for documentation and simulation setup.",
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| 85 |
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"pages/3_Molecular_View.py",
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| 86 |
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),
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| 87 |
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(
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| 88 |
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"Discovery (Manual)",
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| 89 |
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"Set hard constraints, objectives, trust/selection weights, and diversity settings directly. "
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| 90 |
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"Designed for controlled multi-objective exploration with transparent parameter tuning.",
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| 91 |
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"pages/4_Discovery_(Manual).py",
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| 92 |
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),
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| 93 |
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(
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| 94 |
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"Discovery (AI)",
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| 95 |
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"Describe target behavior in natural language and let the LLM build discovery settings. "
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| 96 |
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"You can run directly or inspect/edit the generated JSON in advanced mode.",
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| 97 |
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"pages/5_Discovery_(AI).py",
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| 98 |
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),
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| 99 |
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(
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| 100 |
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"Novel SMILES Generation",
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| 101 |
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"Sample new polymer SMILES with the pretrained RNN and filter out molecules already present "
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| 102 |
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"in local datasets (EXP/MD/DFT/GC/POLYINFO/PI1M).",
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| 103 |
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"pages/6_Novel_SMILES_Generation.py",
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| 104 |
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),
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| 105 |
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(
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| 106 |
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"Literature Search",
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| 107 |
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"Search polymer papers, stage evidence records, inspect OA/PDF availability, and review structured material-property evidence before promotion.",
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| 108 |
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"pages/7_Literature_Search.py",
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| 109 |
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),
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| 110 |
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(
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| 111 |
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"Feedback",
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| 112 |
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"Send bug reports, feature requests, and usage feedback.",
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| 113 |
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"pages/8_Feedback.py",
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| 114 |
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),
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| 115 |
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]
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| 116 |
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| 117 |
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for i, (title, desc, page_path) in enumerate(cards, start=1):
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| 118 |
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c1, c2 = st.columns([5, 1.1], vertical_alignment="center")
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| 119 |
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page_exists = (Path(__file__).resolve().parent / page_path).exists()
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| 120 |
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with c1:
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| 121 |
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st.markdown(
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| 122 |
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f"""
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| 123 |
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<div class="pp-module-card">
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| 124 |
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<p class="pp-module-title">{title}</p>
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| 125 |
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<p class="pp-module-copy">{desc}</p>
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| 126 |
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</div>
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| 127 |
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""",
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| 128 |
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unsafe_allow_html=True,
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| 129 |
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)
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| 130 |
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with c2:
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| 131 |
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if st.button("Open", type="primary", key=f"home_go_{i}", disabled=not page_exists):
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| 132 |
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st.switch_page(page_path)
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| 133 |
+
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| 134 |
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st.divider()
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| 135 |
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st.markdown(
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| 136 |
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"""
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| 137 |
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<section class="pp-lab-card">
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| 138 |
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<div class="pp-lab-head">
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| 139 |
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<span class="pp-lab-kicker">Research Partner</span>
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| 140 |
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<h3 class="pp-lab-title">Developed by MONSTER Lab</h3>
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| 141 |
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<p class="pp-lab-subtitle">
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| 142 |
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Molecular/Nano-Scale Transport & Energy Research Laboratory | College of Engineering, University of Notre Dame
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| 143 |
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</p>
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| 144 |
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</div>
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| 145 |
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<p class="pp-lab-copy">
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| 146 |
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The MONSTER Lab studies the
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| 147 |
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physics of energy and mass transport across molecular and nano-scales using theory, simulation,
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| 148 |
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data-driven methods, and experiments. The team translates these insights into materials and
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| 149 |
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systems for thermal management, energy efficiency, water desalination, high-sensitivity biosensing,
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| 150 |
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and additive manufacturing.
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| 151 |
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</p>
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| 152 |
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<a class="pp-lab-link" href="https://monsterlab.nd.edu/" target="_blank" rel="noopener noreferrer">
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| 153 |
+
Visit MONSTER Lab Website
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| 154 |
+
</a>
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| 155 |
+
</section>
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| 156 |
+
""",
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| 157 |
+
unsafe_allow_html=True,
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| 158 |
+
)
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