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<!doctype html>
<html>
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, maximum-scale=1">
<title>Dr. Emir Demirović</title>
<link rel="icon" href="favicon.png" type="image/png">
<link href="css/bootstrap.min.css" rel="stylesheet" type="text/css">
<link rel="stylesheet" href="js/fancybox/jquery.fancybox.css" type="text/css" media="screen" />
<link href="css/style.css" rel="stylesheet" type="text/css">
<link href="css/font-awesome.css" rel="stylesheet" type="text/css">
<link href="css/animate.css" rel="stylesheet" type="text/css">
<!--[if lt IE 9]>
<script src="js/respond-1.1.0.min.js"></script>
<script src="js/html5shiv.js"></script>
<script src="js/html5element.js"></script>
<![endif]-->
<style>
/* Center website */
.main {
max-width: 1000px;
margin: auto;
}
h1 {
font-size: 50px;
word-break: break-all;
}
.row {
margin: 10px -16px;
}
/* Add padding BETWEEN each column */
.row,
.row > .column {
padding: 8px;
}
/* Create three equal columns that floats next to each other */
.column {
float: left;
display: none; /* Hide all elements by default */
}
/* Clear floats after rows */
.row:after {
content: "";
display: table;
clear: both;
}
/* Content */
.content {
background-color: white;
padding: 10px;
}
/* The "show" class is added to the filtered elements */
.show {
display: block;
}
/* Style the buttons */
.btn {
border: none;
outline: none;
padding: 12px 16px;
background-color: white;
cursor: pointer;
}
.btn:hover {
background-color: #ddd;
}
.btn.active2 {
background-color: #666;
color: white;
}
</style>
</head>
<body>
<!--Header_section-->
<header id="header_wrapper">
<div class="container">
<div class="header_box">
<!--<div class="logo"><a href="#">Resume</a></div>-->
<nav class="navbar navbar-inverse" role="navigation">
<div class="navbar-header">
<button type="button" id="nav-toggle" class="navbar-toggle" data-toggle="collapse" data-target="#main-nav"> <span class="sr-only">Toggle navigation</span> <span class="icon-bar"></span> <span class="icon-bar"></span> <span class="icon-bar"></span> </button>
</div>
<div id="main-nav" class="collapse navbar-collapse navStyle">
<ul class="nav navbar-nav" id="mainNav">
<li><a href="#aboutUs" class="active">Home</a></li>
<li><a href="#Portfolio" class="scroll-link">Projects</a></li>
<li><a href="#Team" class="scroll-link">Team</a></li>
<li><a href="#service" class="scroll-link">Funding</a></li>
</ul>
</div>
</nav>
</div>
</div>
</header>
<!--Header_section-->
<section id="aboutUs"><!--Aboutus-->
<div class="inner_wrapper about-us aboutUs-container fadeInLeft animated wow">
<div class="container">
<h2>Dr. Emir Demirović</h2>
<h6>Associate Professor of Computer Science, TU Delft, The Netherlands</h6>
<div class="inner_section">
<div class="row">
<div class="col-md-6"> <img class="img-responsive" src="img/emir.jpg" align=""> </div>
<div class="col-md-6">
<p>I lead the Constraint Solving ("ConSol") research group, where we design and implement combinatorial optimisation algorithms to solve a wide range of (real-world) problems. I am also the co-director of the Explainable AI in Transportation lab ("<a href="https://www.tudelft.nl/ai/xait-lab?languageSelect=UK&searchCriteria[0][key]=keywords&searchCriteria[0][values][]=XAITLab&searchCriteria[1][key]=Resultsperpage&searchCriteria[1][values][]=50">XAIT</a>") as part of the Delft AI Labs. I received the Early Career Research Award 2025 from the Association of Constraint Programming, and have been recognised as an ELLIS Scholar by the European machine learning network.
</p>
<p>
My research focus is on solving techniques based on constraint programming, dynamic programming approaches for optimising decision trees, and explainable combinatorial optimisation. I am also interested in the integration of optimisation and machine learning, complexity analysis of robust/resilient notions for combinatorial problems, and industrial applications.
</p>
<p>
I publish in leading AI and ML conferences (e.g., AAAI, NeurIPS) and specialised venues (CP, CPAIOR). I have been invited to scientific events such as Dagstuhl seminars, Lorentz workshops, and a Simons-Berkeley programme.
I enjoy organising both incoming and outgoing research visits (e.g., EPFL, ANITI/CNRS, CUHK, Monash University, TU Wien, NII/AIST Japan), and in general highly value collaboration with (inter)national researchers, e.g., co-authored papers with more than 40 researchers. In the past I participated in several algorithmic competitions, scoring first place, e.g., incomplete tracks of MaxSAT Evaluation 2018+, ROADEF/EURO 2012. Competitions serve as a good way of promoting my work beyond publications, e.g., <a href="https://github.com/google/or-tools/blob/3ed2b2d963014f285108058a7354b0afd9d81c00/ortools/sat/integer_search.cc#L1463">Google OR-Tools adopted some of my ideas</a>. Our approaches on optimising decision trees offer order-of-magnitude runtime improvements whilst support additional constraints.
</p>
<p>Prior to my appointment at TU Delft, I worked as postdoc at the University of Melbourne (2017-2020), received my PhD from the Vienna University of Technology in 2017, and in between these positions held shorter term posts at a production planning and scheduling company MCP (Vienna, Austria) and the National Institute of Informatics (Tokyo, Japan).
</p>
<p>
Office:
<a href="https://www.google.com/maps/place/Faculty+of+Electrical+Engineering,+Mathematics+and+Computer+Science-+TU+Delft/@51.9991126,4.3780061,20.93z/data=!4m6!3m5!1s0x47c5b58c18aff8cb:0x2573b75b6c953d85!8m2!3d51.9989961!4d4.3780817!16s%2Fg%2F11gfj5rbzx?entry=ttu">4.E.400, Building 28</a>
<br>Email: <a href="e.demirovic@tudelft.nl">e.demirovic@tudelft.nl</a>
<br>Publications: <a href="https://scholar.google.com/citations?hl=en&user=QUhD6A0AAAAJ&view_op=list_works&sortby=pubdate">Google Scholar</a>
</p>
<ul class="about-us-list">
Recent highlights
<li class="points">Promoted to Associate Professor</li>
<li class="points">Early Career Research Award 2025 from the Association of Constraint Programming</li>
<li class="points">Invited to give a talk at the European Conference on AI (ECAI'25)</li>
<li class="points">Bronze medal in the Fixed Search track of the MiniZinc Challenge 2025 with our constraint programming solver <a href="https://github.com/ConSol-Lab/Pumpkin">Pumpkin</a></li>
<li class="points">NeurIPS 2023 and 2025 Spotlight papers</li>
<li class="points">Donald Knuth mentions our work on certificate generation for constraint programming as promising in his new book (Art of Computer Programming, Volumn 4, Fascicle 7)!</li>
</ul><!-- /.about-us-list -->
</div>
</div>
</div>
</div>
</div>
</section>
<!--Aboutus-->
<!-- Portfolio -->
<section id="Portfolio" class="content">
<!-- Container -->
<div class="container portfolio_title">
<!-- Title -->
<div class="section-title">
<h2>Projects</h2>
<h6>We work on both fundamental and applied research, and collaborate with civil engineering, QuTech, and industry.</h6>
</div>
<!--/Title -->
</div>
<!-- Container -->
<div class="portfolio-top"></div>
<!-- Portfolio Filters -->
<div class="portfolio">
<div id="filters" class="sixteen columns">
<ul class="clearfix">
<li><a id="all" href="#" data-filter=".active" class="active">
<h5>Projects with active funding</h5>
</a></li>
<li><a class="" href="#" data-filter=".passive">
<h5>Projects with reduced capacity</h5>
</a></li>
</ul>
</div>
<!--/Portfolio Filters -->
<!-- Portfolio Wrapper -->
<div class="isotope fadeInLeft animated wow grid" style="position: relative; overflow: hidden; height: 480px;" id="portfolio_wrapper">
<!-- Portfolio Item -->
<figure style="position: absolute; left: 0px; top: 0px; transform: translate3d(0px, 0px, 0px) scale3d(1, 1, 1); width: 337px; opacity: 1;" class="portfolio-item one-four active isotope-item effect-oscar">
<div class="portfolio_img">
<img src="img/portfolio_black.jpg" > </div>
<figcaption>
<div>
<!-- <a href="http:\\www.google.com" class="fancybox"> -->
<h2>Data Science</h2>
<p>specialised combinatorial optimisation algorithms for trustworthy machine learning, focussing on decision trees</p>
</a>
</div>
</figcaption>
</figure>
<!--/Portfolio Item -->
<!-- Portfolio Item-->
<figure style="position: absolute; left: 0px; top: 0px; transform: translate3d(337px, 0px, 0px) scale3d(1, 1, 1); width: 337px; opacity: 1;" class="portfolio-item one-four active isotope-item effect-oscar">
<div class="portfolio_img"> <img src="img/portfolio_black.jpg" alt="Portfolio 1"> </div>
<figcaption>
<div>
<h2>SAT/CP</span></h2>
<p>general-purpose optimisation techniques based on propositional logic and constraint programming</p>
</a>
</div>
</figcaption>
</figure>
<!--/Portfolio Item -->
<!-- Portfolio Item -->
<figure style="position: absolute; left: 0px; top: 0px; transform: translate3d(674px, 0px, 0px) scale3d(1, 1, 1); width: 337px; opacity: 1;" class="portfolio-item one-four active isotope-item effect-oscar">
<div class="portfolio_img"> <img src="img/portfolio_black.jpg" alt="Portfolio 1"> </div>
<figcaption>
<div>
<h2>Explainability</span></h2>
<p>methods that can provide human-understandable explanations in addition to good performance</p>
</a>
</div>
</figcaption>
</figure>
<!--/Portfolio Item-->
<!-- Portfolio Item -->
<figure style="position: absolute; left: 0px; top: 0px; transform: translate3d(674px, 0px, 0px) scale3d(1, 1, 1); width: 337px; opacity: 1;" class="portfolio-item one-four active isotope-item effect-oscar">
<div class="portfolio_img"> <img src="img/portfolio_black.jpg" alt="Portfolio 1"> </div>
<figcaption>
<div>
<h2>Applications</span></h2>
<p>solving real-world problems such as timetabling, scheduling, and production planning</p>
</a>
</div>
</figcaption>
</figure>
<!--/Portfolio Item-->
<!-- Portfolio Item -->
<figure style="position: absolute; left: 0px; top: 0px; transform: translate3d(0px, 240px, 0px) scale3d(1, 1, 1); width: 337px; opacity: 1;" class="portfolio-item one-four passive isotope-item effect-oscar">
<div class="portfolio_img"> <img src="img/portfolio_black.jpg" alt="Portfolio 1"> </div>
<figcaption>
<div>
<h2>Integration with Machine Learning</h2>
<p>end-to-end learning with combinatorial problems (predict+optimise)</p>
</a>
</div>
</figcaption>
</figure>
<!--/Portfolio Item -->
<!-- Portfolio Item-->
<figure style="position: absolute; left: 0px; top: 0px; transform: translate3d(1011px, 0px, 0px) scale3d(1, 1, 1); width: 337px; opacity: 1;" class="portfolio-item one-four passive nature web isotope-item effect-oscar">
<div class="portfolio_img"> <img src="img/portfolio_black.jpg" alt="Portfolio 1"> </div>
<figcaption>
<div>
<h2>Robust and<br>Bi-Objective</h2>
<p>theory and algorithms beyond conventional optimisation</p>
</a>
</div>
</figcaption>
</figure>
<!-- Portfolio Item -->
<!-- Portfolio Item -->
<figure style="position: absolute; left: 0px; top: 0px; transform: translate3d(337px, 240px, 0px) scale3d(1, 1, 1); width: 337px; opacity: 1;" class="portfolio-item one-four web isotope-item effect-oscar">
<div class="portfolio_img"> <img src="img/portfolio_pic6.jpg" alt="Portfolio 1"> </div>
<figcaption>
<div>
<a href="img/portfolio_pic6.jpg" class="fancybox">
<h2>Warm <span>Oscar</span></h2>
<p>Oscar is a decent man. He used to clean porches with pleasure.</p>
</a>
</div>
</figcaption>
</figure>
<!--/Portfolio Item -->
<!-- Portfolio Item -->
<figure style="position: absolute; left: 0px; top: 0px; transform: translate3d(674px, 240px, 0px) scale3d(1, 1, 1); width: 337px; opacity: 1;" class="portfolio-item one-four wildlife web isotope-item effect-oscar">
<div class="portfolio_img"> <img src="img/portfolio_pic7.jpg" alt="Portfolio 1"> </div>
<figcaption>
<div>
<a href="img/portfolio_pic7.jpg" class="fancybox">
<h2>Warm <span>Oscar</span></h2>
<p>Oscar is a decent man. He used to clean porches with pleasure.</p>
</a>
</div>
</figcaption>
</figure>
<!--/Portfolio Item -->
<!-- Portfolio Item -->
<figure style="position: absolute; left: 0px; top: 0px; transform: translate3d(1011px, 240px, 0px) scale3d(1, 1, 1); width: 337px; opacity: 1;" class="portfolio-item one-four citylife isotope-item effect-oscar">
<div class="portfolio_img"> <img src="img/portfolio_pic8.jpg" alt="Portfolio 1"> </div>
<figcaption>
<div>
<a href="img/portfolio_pic8.jpg" class="fancybox">
<h2>Warm <span>Oscar</span></h2>
<p>Oscar is a decent man. He used to clean porches with pleasure.</p>
</a>
</div>
</figcaption>
</figure>
<!--/Portfolio Item -->
</div>
<!--/Portfolio Wrapper -->
</div>
<!--/Portfolio Filters -->
<div class="portfolio_btm"></div>
<div id="project_container">
<div class="clear"></div>
<div id="project_data"></div>
</div>
</section>
<!--/Portfolio -->
<!-- Team -->
<section id="Team" class="content">
<h2>TEAM</h2>
<div id="myBtnContainer">
<button class="btn active2" onclick="filterSelection('ppp')">PhDs/Postdocs</button>
<button class="btn" onclick="filterSelection('student')">MSc/BSc Students</button>
<button class="btn" onclick="filterSelection('alumni-3p')">Alumni (PhDs/Postdocs)</button>
<button class="btn" onclick="filterSelection('alumni-s')">Alumni (MSc/BSc Students)</button>
</div>
<!-- Portfolio Gallery Grid -->
<div class="row">
<div class="column alumni-3p">
<div class="content">
<img src="img/jeff.jpg" alt="picture of Jeff Smits" width="200" height="300">
<h4>Jeff Smits</h4>
<p>Research Software Engineer</p>
</div>
</div>
<div class="column ppp">
<div class="content">
<img src="img/Koos.jpg" alt="picture of Koos van der Linden" width="200" height="300">
<h4>Koos van der Linden</h4>
<p>PhD candidate, optimal decision trees</p>
</div>
</div>
<div class="column ppp">
<div class="content">
<img src="img/user-icon.jpg" alt="generic user pic" width="200" height="300">
<h4>Maarten Flippo</h4>
<p>PhD candidate, constraint programming</p>
</div>
</div>
<div class="column ppp">
<div class="content">
<img src="img/user-icon.jpg" alt="generic user pic" width="200" height="300">
<h4>Elif Arslan</h4>
<p>PhD candidate, ride-sharing, forecasting</p>
</div>
</div>
<div class="column ppp">
<div class="content">
<img src="img/user-icon.jpg" alt="generic user pic" width="200" height="300">
<h4>Konstantin Sidorov</h4>
<p>PhD candidate, explainable <br>combinatorial optimisation</p>
</div>
</div>
<div class="column ppp">
<div class="content">
<img src="img/user-icon.jpg" alt="generic user pic" width="200" height="300">
<h4>Imko Marijnissen </h4>
<p>PhD candidate, scheduling for quantum</p>
</div>
</div>
<div class="column alumni-3p">
<div class="content">
<img src="img/Horn.jpg" alt="picture of Matthias Horn" width="200" height="200">
<h4>Matthias Horn</h4>
<p>Postdoc (2022), scheduling</p>
</div>
</div>
<div class="column student">
<div class="content">
<img src="img/user-icon.jpg" width="200" height="300">
<h4>Cesar van der Poel</h4>
<p>Core-guided search for constraint programming</p>
</div>
</div>
<div class="column student">
<div class="content">
<img src="img/user-icon.jpg" width="200" height="300">
<h4>Robin Jansen</h4>
<p>Column generation for employee scheduling</p>
</div>
</div>
<div class="column student">
<div class="content">
<img src="img/user-icon.jpg" width="200" height="300">
<h4>Robbin Baauw</h4>
<p>Conflict analysis for constraint programming</p>
</div>
</div>
<div class="column alumni-s">
<div class="content">
<img src="img/user-icon.jpg" width="200" height="300">
<h4>Ana Tatabitovska</h4>
<p>MaxSAT</p>
</div>
</div>
<div class="column alumni-s">
<div class="content">
<img src="img/user-icon.jpg" width="200" height="300">
<h4>Nevena Gincheva</h4>
<p>Train shunting with constraint programming</p>
</div>
</div>
<div class="column alumni-s">
<div class="content">
<img src="img/user-icon.jpg" width="200" height="300">
<h4>Imko Marijnissen</h4>
<p>MaxSAT, now PhD student</p>
</div>
</div>
<div class="column alumni-s">
<div class="content">
<img src="img/user-icon.jpg" width="200" height="300">
<h4>Angelos Zoumis</h4>
<p>Constraint Programming</p>
</div>
</div>
<div class="column alumni-s">
<div class="content">
<img src="img/user-icon.jpg" width="200" height="300">
<h4>Bob Dorland</h4>
<p>Scheduling for Quantum Computers</p>
</div>
</div>
<div class="column alumni-s">
<div class="content">
<img src="img/user-icon.jpg" width="200" height="300">
<h4>Heqi Wang</h4>
<p>Traffic Predictions</p>
</div>
</div>
<div class="column alumni-s">
<div class="content">
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<h4>Jeroen van Dijk</h4>
<p>SAT for Multi-Agent Path Finding</p>
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<p>(BSc honours) Algorithm Selection</p>
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<p>Multi-Agent Path Finding</p>
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<p>Reinforcement Learning for Logistics</p>
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<p>MaxSAT for Correlation Clustering</p>
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<p>MaxSAT</p>
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<p>Predictions for Intensive Care</p>
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<h4>Bhavishya Palavali</h4>
<p>Algorithm Selection</p>
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