Theory & Algorithms Content
https://cs.ucdavis.edu/
Theory & Algorithms Content for Computer Science | UC Davis EngineeringenJasper Lee
https://cs.ucdavis.edu/people/jasper-lee
<p>Learning theory, Machine Learning + Discrete Optimization</p>Thu, 05 Sep 2024 11:45:31 PDTAdrianna Owenshttps://cs.ucdavis.edu/people/jasper-leeSlobodan Mitrovic
https://cs.ucdavis.edu/directory/slobodan-mitrovic
Thu, 29 Jul 2021 16:59:44 PDTLeon Szetohttps://cs.ucdavis.edu/directory/slobodan-mitrovicIsaac Kim
https://cs.ucdavis.edu/directory/isaac-kim
Thu, 29 Jul 2021 16:58:48 PDTLeon Szetohttps://cs.ucdavis.edu/directory/isaac-kimVladimir Filkov
https://cs.ucdavis.edu/directory/vladimir-filkov
<h5>Data science, software engineering, systems biology, network science, algorithms</h5>
<p>Filkov is a data scientist specializing in producing analytics from large data sets in the areas of empirical software engineering, systems biology of plants, applied network theory and combinatorial algorithms. He co-directs the <a href="https://decallab.cs.ucdavis.edu">DECAL lab</a>, which focuses on evidence-based methods to improve modern software engineering processes. He also works with plant biologists to understand and modify the processes of plant growth using genomic methods.</p>Fri, 21 Feb 2020 14:29:39 PSTJoseph Menkehttps://cs.ucdavis.edu/directory/vladimir-filkovMatt Franklin
https://cs.ucdavis.edu/directory/matt-franklin
<h5>Cryptography</h5>
<p>Franklin is interested in how cryptographic protocols and primitives can impact privacy and security in unexpected ways. This could lead to new designs of novel secure systems for voting, payment and other useful functionalities.</p>Wed, 19 Feb 2020 08:17:03 PSTAnonymoushttps://cs.ucdavis.edu/directory/matt-franklinRaissa M. D'Souza
https://cs.ucdavis.edu/directory/raissa-d-souza
<h5>Network science, complex systems, statistical physics, applied mathematics</h5>
<p>D'Souza uses the tools of statistical physics and applied mathematics to develop mathematical models capturing the interplay between the structure and function of networks, including dynamical processes unfolding on networks. Her focus is on the abrupt onset of large-scale connectivity in networks, network synchronization behaviors and models of cascading failure.</p>Wed, 19 Feb 2020 07:47:16 PSTAnonymoushttps://cs.ucdavis.edu/directory/raissa-d-souzaFrancois Gygi
https://cs.ucdavis.edu/directory/francois-gygi
<h5>Scientific computing, high-performance computing, computational physics, chemistry and materials science</h5>
<p>Gygi's main research activity focuses on the design and implementation of numerical algorithms for applications to first-principles molecular dynamics simulations and electronic structure computations of molecules, liquids and solids. His research group develops and maintains open-source, high-performance simulation software designed for operation on supercomputers.</p>Wed, 19 Feb 2020 07:41:32 PSTAnonymoushttps://cs.ucdavis.edu/directory/francois-gygiNina Amenta
https://cs.ucdavis.edu/directory/nina-amenta
<h5>Computational geometry, computer graphics, visualization</h5>
<p>Amenta is interested in algorithms that use geometry. Much of her work involves collecting, processing and visualizing the three-dimensional shapes of objects. These algorithms are useful in computer graphics and, in higher dimensions, in optimization.</p>Tue, 18 Feb 2020 11:46:45 PSTAnonymoushttps://cs.ucdavis.edu/directory/nina-amentaGreg Kuperberg
https://cs.ucdavis.edu/directory/greg-kuperberg
<h5>Quantum computing, complexity theory, discrete mathematics</h5>
<p>Kuperberg is interested in finding new quantum algorithms or complexity barriers for candidate problems for quantum and classical algorithms, as well as geometric properties of quantum error correcting codes and quantum entanglement problems. My work has had applications to post-quantum cryptography, which is the effort to find and designate new standards of public key encryption that are resistant to quantum attacks.</p>Tue, 11 Feb 2020 08:05:49 PSTAnonymoushttps://cs.ucdavis.edu/directory/greg-kuperbergCharles "Chip" Martel
https://cs.ucdavis.edu/directory/charles-martel
<p>Professor Martel's primary interests involve the design and analysis of efficient algorithms, with an emphasis on applications of algorithms. Recent work has focused on algorithms for network analysis and routing, graph algorithms and computer security.</p>Wed, 05 Feb 2020 11:12:48 PSTAnonymoushttps://cs.ucdavis.edu/directory/charles-martel