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doc/pub/week5/html/._week5-bs000.html

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<!-- ------------------- main content ---------------------- -->
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<div class="jumbotron">
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<center>
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<h1>February 12-16: Optimization and gradient methods</h1>
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<h1>Optimization and gradient methods</h1>
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</center> <!-- document title -->
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<!-- author(s): Morten Hjorth-Jensen Email morten.hjorth-jensen@fys.uio.no -->
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<center>
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<b>Morten Hjorth-Jensen Email morten.hjorth-jensen@fys.uio.no</b> [1, 2]
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<b>Morten Hjorth-Jensen Email morten.hjorth-jensen@fys.uio.no</b>
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</center>
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<!-- institution(s) -->
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<!-- institution -->
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<center>
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[1] <b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
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</center>
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<center>
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[2] <b>Department of Physics and Astronomy and Facility for Rare Isotope Beams, Michigan State University, East Lansing, Michigan, USA</b>
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<b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
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</center>
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<br>
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<center>
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<h4>February 12-16</h4>
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<h4>February 21, 2025</h4>
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</center> <!-- date -->
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<br>
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doc/pub/week5/html/._week5-bs001.html

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<li> Reminder on Fokker-Planck equation and Langevin equations</li>
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<li> Start optimization: Expressions for derivatives as functions of the variational parameters</li>
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<li> Newton's method, gradient descent, Steepest descent and Conjugate Gradient Descent</li>
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<li> <a href="https://youtu.be/joauB2h5Vmo" target="_self">Video of Lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesFebruary16.pdf" target="_self">Handwritten notes</a></li>
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<li> <a href="https://youtu.be/" target="_self">Video of Lecture TBA</a>
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</div>
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</div>

doc/pub/week5/html/._week5-bs002.html

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doc/pub/week5/html/._week5-bs003.html

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doc/pub/week5/html/._week5-bs004.html

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doc/pub/week5/html/._week5-bs005.html

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