High Performance Computing and Applications to Science, Engineering, Biology, and Medicine; Artificial Intelligence/Machine Learning/Data Science; Computer Assisted Diagnosis and Interventions; Medical Image Processing; Computer Architecture; Quantum Computing.
Privacy enhancing technologies, data security and applied cryptographyy
Applies theoretical computer science techniques to discover problem structures and improve algorithm performance
Secure and dependable distributed systems, networks and algorithms including solutions to the foundational problems of blockchains, churn, consensus, group membership and failure detectors.
Develops algorithms for transforming "big" biological data into systems biology knowledge
AI/ML Acceleration on Heterogeneous Platforms; Parallel Computing; Reconfigurable Computing; Combinatorial Optimization
Develops theoretical models of computation and representation in sensory coding and perception
Develops computational approaches and software tools for genomics, bioinformatics and systems biology, and creates computational solutions for big data analytics
AI in medical imaging
Algorithms and cloud robotics.
Data mining, machine learning, causal inference, graph mining, trustworthy AI (e.g., explanation, fairness, generalization), AI for social good, and their related applications in important areas such as healthcare
My research involves applications of robotics and control engineering in the areas of intelligent robotic surgical assistants for autonomous surgical manipulation tasks. Specifically, I focus on developing software to enable visually-guided control of the surgical robotic systems to perform low-level manipulation tasks autonomously. I have a strong interest in Algorithm Development, Human Machine Interactions on Surgical Robotics as well as Data Sciences on Medical Applications.
Develops techniques to assess and improve the reliability and securty of software systems and applications
Develops and analyzes algorithms for intelligent adaptive systems
Leverage advanced network technologies to enhance data center system performance and security; optimize distributed machine learning system performance and investigate deep learning model security and privacy concerns.
Devise, design, and develop novel data management and analysis techniques and tools to support data and knowledge management and exploration.
Build data-driven models of complex systems that allow us to understand how they behave and potentially predict how they may change in the future. I am particularly interested in interdisciplinary research with wide societal impact, and I have collaborated with researchers in sociology, psychology, and the health sciences.
My research interest lies in theoretical computer science, with a focus on designing efficient algorithms and Fourier analysis of Boolean functions. I am also interested in developing quantitative portfolios for hedge funds by adhering to mathematical and statistical methods.
I also have a strong passion for quantum computing and quantum information.
Investigates solutions to improve Internet performance, scalability and security
Brooke, under the general direction of the Student Affairs Specialist, serves as an advocate for the students within the departments of Computer & Data Sciences (CDS) and Electrical, Computer & Systems Engineering (ECSE) by providing general administrative assistance to contribute to a positive student experience.
Angie serves as the financial and administrative manager for her assigned portfolio of research grants and contracts over both pre-award and post-award cycles within the departments of Computer & Data Sciences (CDS) and Electrical, Computer & Systems Engineering (ECSE). This follows the full lifecycle of grants from the time of proposal submission through agency funding period, project performance period, and final project closeout.
Christine serves as an advocate for the students within the department, providing assistance with general inquiries and leading engagement functions to contribute to a positive student experience.
Cynthia provides support for the multiple internal and external associations and relationships between the chairs of the Computer & Data Sciences (CDS) and Electrical, Computer & Systems Engineering (ECSE) departments and other entities. This includes the dean’s office of the engineering school, the academic and administrative units of the university, the students, the faculty, and others.
Lavanya serves as the research purchaser for the Computer & Data Sciences (CDS) and Electrical, Computer & Systems Engineering (ECSE) departments, providing assistance with the daily purchasing operations. She also handles reimbursements and payment requests for the research portfolio.
Laura works directly with the chair, faculty and staff in the preparation and submission of appointment forms and visa applications for the Computer & Data Sciences and Electrical, Computer & Systems Engineering Departments. She collaborates closely with outside departments including HR Engineering, HR Immigration, and the Office of Diversity, Equity and Inclusive Engagement. She further manages the faculty search process and assists with general administrative department responsibilities.
Maria serves as the financial and administrative manager for her assigned portfolio of research grants and contracts over both pre-award and post-award cycles within the departments of Computer & Data Sciences (CDS) and Electrical, Computer & Systems Engineering (ECSE). This follows the full lifecycle of grants from the time of proposal submission through agency funding period, project performance period, and final project closeout.
Adjunct Faculty Appointments
Mark A. Allman, Adjunct Instructor
Nicholas Barendt, Adjunct Sr. Instructor, Executive Director, Institute for Smart, Secure and Connected Systems (ISSACS)
Praphul Chandra, Adjunct Assistant Professor
Mahdi Cheraghchi Bashi Astaneh, Adjunct Associate Professor
Sanjaya Gajurel, Adjunct Assistant Professor
Ashwin Ganesan, Adjunct Instructor
Manish Gupta, Adjunct Assistant Professor
Dan Izad, Adjunct Instructor
Catherine Jaypandian, Adjunct Instructor
Luis Jimenez Segovia, Adjunct Instructor
Eamon Johnson, Adjunct Assistant Professor
Amey Joshi, Adjunct Assistant Professor
Suryaprakash Kompalli, Adjunct Assistant Professor
Ronald Loui, Adjunct Professor
Sreerama K Murthy, Adjunct Associate Professor
Anand Narasimhamurthy, Adjunct Assistant Professor
Stanley Omeike, Adjunct Instructor
Gideon Samid, Adjunct Assistant Professor
Sadida Siddiqui, Adjunct Instructor
Sunil Kumar Vuppala, Adjunct Assistant Professor
Miguel Zubizarreta-Ada, Adjunct Professor
Secondary Faculty Appointments
Gurkan Bebek, Assistant Professor, Center for Proteomics and Bioinformatics, School of Medicine
M. Cenk Cavusoglu, Nord Professor of Engineering, Department of Electrical, Computer and Systems Engineering, Case School of Engineering
Vira Chankong, Associate Professor, Department of Electrical, Computer and Systems Engineering, Case School of Engineering
Roger French, Professor, Department of Macromolecular Science and Engineering, Case School of Engineering
Michael Fu, Timothy E. and Allison L. Schroeder Assistant Professor, Department of Electrical, Computer and Systems Engineering, Case School of Engineering
Mark Griswold, Professor, Department of Radiology, School of Medicine
Evren Gurkan-Cavusoglu, Associate Professor, Department of Electrical, Computer and Systems Engineering, Case School of Engineering
Fulai Jin, Assistant Professor, Department of Genetics and Genome Sciences, School of Medicine
Thomas LaFramboise, Associate Professor, Department of Genetics and Genome Sciences, School of Medicine
Xiao Li, Assistant Professor, Division of General Medical Sciences, School of Medicine
Christos Papachristou, Professor, Department of Electrical, Computer and Systems Engineering, Case School of Engineering
Satya Sahoo, Associate Professor, Department of Population & Quantitative Health Sciences, School of Medicine
Peter Thomas, Professor, Math, College of Arts and Sciences
Xiong (Bill) Yu, Professor, Department of Civil and Environmental Engineering, Case School of Engineering