Department of Computer Science Texas A&M University Jennifer L. Welch Location of Texas A&M University College Station, Texas About College Station, Texas Population of area is approximately 133,550 90 miles northwest of Houston and 170 miles south of Dallas. Growing industrial base, excellent housing, strong public school systems, many recreational and entertainment activities. College Station is the home of the George Bush Presidential Library and Museum. Texas A&M University Established in 1876 as first public institution of higher education in Texas More than 2,200 faculty members About 45,000 students Department of Computer Science Degrees offered: Bachelor’s Master’s – thesis – courses-only PhD in Computer Science and, jointly with the Department of Electrical Engineering, in Computer Engineering. CS Research Areas architecture artificial intelligence bioinformatics computational mathematics computer systems and networks computer vision distributed systems hypertext / hypermedia neural networks real-time systems robotics software systems theoretical computer science VLSI design automation etc. CS Research Facilities Research labs with state-of-the-art Sun, HewlettPackard (including an HP 16-processor V class), and Intel workstations, connected to Gigabit Ethernet/ATM Instructional network of more than 800 workstations/PCs and compute and file servers. Specialized teaching labs for networking, computer architecture, microcomputer design, real-time systems, robotics, and senior engineering design. Campus has IBM Regatta p690, SGI Origin 3000 and SGI Origin 2000; connected to Internet with OC-3. CS Faculty and Students Above: Prof. Amato’s research group, with Prof. Bjarne Stroustrup Above: Profs. Chen, Klappenecker and Sarin at new grad student orientation Left: Fall picnic Nancy Amato’s Research •Research Group • 12+ graduate students • 2-4 undergraduates during the academic year • usually 2-4 undergraduates for summer internships (not all from TAMU) •Research Topics • Motion Planning, Computational Biology, Robotics, Animation, VR • Parallel & Distributed Computing, C++ Libraries, Performance modeling • Computational Science (Chemistry, Geophysics, Neuroscience, Physics) • Undergraduate Research Projects • recent projects from all the above areas • usually work in small group with me, an advanced graduate student, and possibly another undergraduate • many projects lead to publications in international conferences and journals Motion Planning (Basic) Motion Planning: Example: The Alpha Puzzle Given a movable object and a description of the environment, find a sequence of valid configurations that moves it from the start to the goal. Objective: Separate the two tubes, one is the ‘robot’ the other is an ‘obstacle’ start goal obstacles Hard Motion Planning Problems: Highly Articulated (Constrained) Systems Paper Folding Polyhedron: 25 dof Soccer Ball: 31 dof Digital Actors • Closed chain constraint Hard Motion Planning Problems: Group Behaviors for Multiple Robots Traversing a Narrow Passage Hard Motion Planning Problems Computational Biology & Chemistry • Drug Design - molecule docking • Protein Folding – find folding pathways Jianer Chen’s Research Algorithms and optimization Computational complexity theory Parallel processing and Networking Computer Graphics Research group: 2-3 undergraduate students 5 graduate students Algorithms and Optimization (sample problems) Algorithms for practical problems (task scheduling, network routing …) Optimization and approximation of hard problems (vertex cover, SAT …) Undergraduate student participation: algorithm development, implementation, and testing Computational complexity (sample problems) Study of computational intractability (NP-hardness, W[1]-completeness … ) Parameterized tractability and approximability Undergraduate student participation: learning the frontier research, and prepare for graduate study and research Parallel Processing and Networking (sample problems) Network fault tolerance Network routing Network security Undergraduate student participation: development, implementation, and testing network algorithms Computer Graphics • Graphics shape modeling and solid modeling • Interactive graphics modeling systems • Graphics data structures and algorithms Undergraduate student participation: development, implementation, and testing of interactive graphics modeling systems Jennifer Welch’s Research Research Group • 5 graduate students • 2 undergraduates • 1 post-doctoral fellow Research Topics – Theory of Distributed Computing • Mobile Ad Hoc Networks • Metamorphic Robots • Randomized Distributed Data Structures Undergraduate Research Projects • involve theory and/or implementation, as student wishes • closely integrated into research group • projects can lead to publications Mobile Ad Hoc Networks MANET: links form and disappear as nodes come into and go out of each other’s wireless communication range Investigating design of fault-tolerant algorithms and services Undergrad projects: algorithm development and simulation for clock synchronization, leader election, group communication. Metamorphic Robots How to get a collection of homogeneous interlocking robots to change their global shape Undergrad project: algorithm development, correctness proof, and simulation for handling obstacles. Distributed Data Structures Develop useful and rigorous specifications of DDS’s with probabilistic behavior Find efficient algorithms to implement the specifications Identify classes of distributed applications that can tolerate probabilistic behavior Undergrad projects: simulation of distributed linear algebra applications; simulations of algorithms to implement a shared stack. Contact Info Prof. Nancy Amato: http://parasol.tamu.edu/~amato [email protected] Prof. Jianer Chen: http://faculty.cs.tamu.edu/chen [email protected] Prof. Jennifer Welch: http://faculty.cs.tamu.edu/welch [email protected]
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