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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="Larun Tips & Tricks - Get the most out of your exoplanet hunting">
<title>Tips & Tricks - Larun.</title>
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<link rel="icon" type="image/svg+xml" href="assets/logo.svg">
<style>
* { margin: 0; padding: 0; box-sizing: border-box; }
:root {
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@media (max-width: 768px) { .nav-center { display: none; } }
</style>
</head>
<body>
<nav class="top-nav">
<div class="nav-left"><a href="index.html" class="logo">Larun<span>.</span></a><span class="product-name">AstroTinyML</span></div>
<div class="nav-center">
<a href="index.html" class="nav-link">Home</a>
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<div class="nav-right"><a href="dashboard.html" class="btn">Get Started</a></div>
</nav>
<main class="main-content">
<h1>Tips & Tricks</h1>
<p>Pro tips to help you find more exoplanets and avoid common pitfalls. From beginners to advanced users.</p>
<h2>Getting Started</h2>
<div class="tips-grid">
<div class="tip-card">
<h3>Start with Known Planets</h3>
<p>Practice on confirmed exoplanets like TOI-700 or Kepler-11 before searching for new candidates. This helps you understand what real transits look like.</p>
</div>
<div class="tip-card">
<h3>Check Stellar Type</h3>
<p>M-dwarfs (red dwarfs) are ideal for finding small planets because their small size makes transits deeper and easier to detect.</p>
</div>
<div class="tip-card">
<h3>Look at the Phase-Fold</h3>
<p>The phase-folded light curve shows all transits stacked. A clear, consistent dip is a good sign. Noisy or irregular dips may be false positives.</p>
</div>
</div>
<h2>Detection Tips</h2>
<div class="tips-grid">
<div class="tip-card">
<h3>Use Multiple Sectors</h3>
<p>TESS observes targets multiple times. Combining sectors increases signal strength and helps confirm period accuracy.</p>
</div>
<div class="tip-card">
<h3>Check SNR Threshold</h3>
<p>A signal-to-noise ratio above 7.0 is generally considered significant. Higher SNR means more confident detection.</p>
</div>
<div class="tip-card">
<h3>Watch for Odd-Even Differences</h3>
<p>If alternating transits have different depths, it might be an eclipsing binary rather than a planet.</p>
</div>
</div>
<h2>Vetting Tips</h2>
<div class="tips-grid">
<div class="tip-card">
<h3>Check for Secondary Eclipse</h3>
<p>A secondary eclipse (dip at phase 0.5) suggests an eclipsing binary. Real planets rarely produce detectable secondary eclipses.</p>
</div>
<div class="tip-card">
<h3>Verify Transit Depth</h3>
<p>Transit depths larger than ~3% are often eclipsing binaries. Most planetary transits are less than 1% deep.</p>
</div>
<div class="tip-card">
<h3>Use the Dashboard</h3>
<p>The <a href="dashboard.html">AstroTinyML Dashboard</a> provides visual tools for Pipeline, Detect, Vetting, and Reports - all in one interface.</p>
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