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<!DOCTYPE html>
<!--
Plain-Academic by Vasilios Mavroudis
Released under the Simplified BSD License/FreeBSD (2-clause) License.
https://github.com/mavroudisv/plain-academic
-->
<html lang="en">
<head>
<title>Bruno Jacob</title>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/1.12.0/jquery.min.js"></script>
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/js/bootstrap.min.js"></script>
<link href='https://fonts.googleapis.com/css?family=Oswald:700' rel='stylesheet' type='text/css'> </head>
<body>
<!-- Navigation -->
<nav class="navbar navbar-inverse navbar-static-top" role="navigation">
<div class="container">
<div class="navbar-header">
<button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#bs-example-navbar-collapse-1"> <span class="sr-only">Toggle navigation</span> <span class="icon-bar"></span> <span class="icon-bar"></span> <span class="icon-bar"></span> </button>
</div>
<!-- Collect the nav links, forms, and other content for toggling -->
<div class="collapse navbar-collapse" id="bs-example-navbar-collapse-1">
<ul class="nav navbar-nav">
<li><a href="#">Home</a></li>
<li><a href="#education">Education</a></li>
<li><a href="#publications">Publications</a></li>
<li><a href="#teaching">Teaching</a></li>
<li><a href="#projects">Projects</a></li>
<li><a href="https://github.com/brunopjacob/brunopjacob.github.io/raw/main/Resume_Bruno.pdf">Resume</a></li>
</ul>
</div>
</div>
</nav>
<!-- Page Content -->
<div class="container">
<div class="row">
<!-- Entries Column -->
<div class="col-md-8" style="height: 110vh;">
<!-- Main Image --><img class="img-responsive" src="photo.jpg" alt="">
<br>
<div style="margin-top:3%; text-align:justify;">
<p>Hello! I'm Bruno Jacob.</p>
<p>I am currently a machine learning engineer at <a href="https://carpe.io/">Carpe Data</a>. Prior to that, I completed my PhD in <a href="https://cse.ucsb.edu/computational-science-and-engineering">Computational Science and Engineering (CSE) </a> at the <a href="https://www.ucsb.edu/">University of California, Santa Barbara</a>, under the supervision of <a href="https://en.wikipedia.org/wiki/Linda_Petzold"> Prof. Linda Petzold</a>. </p>
<p> And prior to that I completed my Bachelors and Masters degrees in engineering at the <a href="https://www.ufu.br"> Universidade Federal de Uberlandia </a> (Brazil), and at the <a href="https://www.illinois.edu"> University of Illinois at Urbana-Champaign</a>.</p>
<p> My current research interests include </p>
<ul>
<li> Developing ensemble methods to perform entity resolution of unlabeled, unstructured data.</li>
<li> Developing strategies to eliminate Gibbs phonomenon in Fourier pseudospectral methods in regions of discontinuities in boundary value problems.</li>
</ul>
</div>
</div>
<!-- Contact Info on the Sidebar -->
<div class="col-md-4">
<div style="font-family: 'Oswald', sans-serif; font-size: 32px;"><b>Bruno Jacob</b></div>
<br>
<p><b>brunopjacob at hotmail dot com</b>
<br>
<p>Carpe Data
<br> 735 State St suite 600
<br> Santa Barbara, CA 93101
<br> </p>
</div>
<!-- Links on the Sidebar -->
<div class="col-md-4" style="margin-top:2%">
<dd><a href="https://scholar.google.com/citations?user=i_IkuqUAAAAJ%26hl=en">Google Scholar</a></dd>
<dd><a href="https://github.com/brunopjacob">GitHub</a></dd>
<dd><a href="https://www.linkedin.com/in/bruno-jacob/">LinkedIn</a></dd>
</div>
<div class="row">
<div class="col-md-10" style="height: 35v">
<h2 id="education">Education</h2> <strong>PhD in Computational Science and Engineering</strong>
<br />
<p> University of California, Santa Barbara (September 2021)
<br /> Areas: Hybrid deterministic/stochastic methods for complex systems </p> <strong>M.Sc. in Mechanical Engineering</strong>
<br />
<p> Universidade Federal de Uberlandia, Brazil (Aug. 2015)
<br /> Area: Large-eddy simulations of free-shear flows. </p> <strong>B.Sc. in Mechanical Engineering</strong>
<br />
<p> Universidade Federal de Uberlandia, Brazil (Aug. 2014)
<br /> </p>
</div>
</div>
<!-- Publications -->
<div class="row">
<div class="col-md-10">
<h2 id="publications">Publications</h2> <strong>Peer-reviewed papers</strong>
<br/>
<ul>
<li class="paper" words="sph"> <a href="https://www.sciencedirect.com/science/article/pii/S0021999118307101" target="_blank">A hybrid smoothed dissipative particle dynamics (SDPD) spatial stochastic simulation algorithm (sSSA) for advection–diffusion–reaction problems</a>
<p> with B. Drawert, Z. Li, T.M. Yi, L. Petzold, <i>Journal of Computational Physics</i> 378, 1-17
<li class="paper" words="turbulence"> <a href="https://www.sciencedirect.com/science/article/pii/S0093641320300045" target="_blank">Effects of random disturbances on the stability of a temporally evolving incompressible plane wake</a>
<p>with L. E. R. Duarte, C. A. R. Duarte, J.R. Andrade, <i>Mechanics Research Communications</i> 103, 103475 </li>
<li class="paper" words="covid"> <a href="https://academic.oup.com/bioinformatics/advance-article/doi/10.1093/bioinformatics/btab061/6123781"> Epidemiological Modeling in StochSS Live!</a>
<p> with B. Drawert, T.M. Yi, L. Petzold, et al. <i>Bioinformatics</i> 2021
<li class="paper" words="ale"> <a href="https://www.sciencedirect.com/science/article/abs/pii/S0955799721000916"> A novel SPH boundary volume fraction formulation for fluid-structure interaction with fixed and moving boundaries</a>
<p> with B. Drawert, T.M. Yi, L. Petzold. <i>Engineering Analysis with Boundary Elements</i> 128, 274-289 </ul>
</div>
</div>
<!-- Teaching -->
<div class="row">
<div class="col-md-10">
<h2 id="teaching">Teaching</h2>
<strong
>University of California, Santa Barbara (Graduate Teaching Assistant)</strong
><br />
<p>
• ME 152B: Fluid Mechanics 2 (Winter 2016, Winter 2019)<br />
• ME 151C: Thermosciences 3 (Spring 2016)<br />
• ENG 3: Introduction to Programming (Fall 2016, Spring 2017, Fall 2017, Spring 2019, Spring 2020)<br />
• ME 15: Strength of Materials (Winter 2017)<br />
• ME 17: Mathematics of Engineering (Spring 2018)<br />
• ME 140A: Numerical Analysis (Fall 2018)<br />
</p>
</div>
</div>
<!-- Projects -->
<div class="row">
<div class="col-md-10">
<h2 id="projects">Projects</h2> <strong>StochSS/SpatialPy (Stochastic Simulation Service)</strong>
<br />
<p> Helping in the development of a a web-based service for modeling, simulation, and analysis of a wide range of mathematical and biochemical systems.
<br /> <a href="https://github.com/StochSS/SpatialPy" target="_blank">https://github.com/StochSS/SpatialPy</a
>
</p>
<strong>ml_examples </strong><br />
<p>
My attempt to create a library of machine learning tutorials using TensorFlow2/Keras and Scikit-learn. <br />
<a href="https://github.com/brunopjacob/ml_examples" target="_blank"
>https://github.com/brunopjacob/ml_examples</a
>
</p>
<strong>MPI_Spectral_Navier_Stokes </strong><br />
<p>
Parallel scalable incompressible Navier-Stokes solver in a torus using Fourier pseudospectral method. <br />
<a href="https://github.com/brunopjacob/MPI_Spectral_Navier_Stokes" target="_blank"
>https://github.com/brunopjacob/MPI_Spectral_Navier_Stokes</a
>
</p>
<strong>Interview problems in Julia</strong><br />
<p>
My attempt to create a library of solutions for coding challenges using the Julia language. <br />
<a href="https://github.com/brunopjacob/interview_problems_julia" target="_blank"
>https://github.com/brunopjacob/interview_problems_julia</a
>
</p>
</div>
</div>
</div>
<!-- /.container -->
<div class="row">
<div class="col-md-10"></div>
<br />
<a
href="https://github.com/mavroudisv/plain-academic"
target="_blank"
style="color: gray"
>Thanks to Vasilios Mavroudis for website template</a
>
<br />
<br />
<br />
</div>
</div>
</div>
</html>