• Nlp With Deep Learning

    This is an advanced course in natural language processing (NLP). It explores deep learning methods in NLP. Topics covered include feedforward neural nets as applied to NLP and deep networks for NLP applications. Class reviews language structure and studies context free grammars, dependency parsing, semantic role labeling along with applications such sentiment classification and information…

  • Constitutive Modeling Of Biosystems

    The course covers state-of-the-art mechanical models to describe the constitutive behavior of hard and soft tissues with emphasis on biological form following physiological function. The course will cover linear and nonlinear elasticity, viscoelasticity, poroelasticity, and biphasic constitutive relations in the context of biological systems and will include the dependence of macroscopic behavior and properties on…

  • Mathematical Foundations Of Cs

    This course focuses on the topics of basic mathematical structures, mathematical logic and probability theory; and application of these concepts to problem solving and formal reasoning through hand-on practice with the use of computational tools. Notes: May not be taken for credit by students in the PhD CS, Bachelor’s/Accelerated Master’s in Computer Science, or Bachelor’s/Accelerated…

  • System Engineering Design

    System engineering design methods are studied and practiced, including object-oriented and structured analysis based techniques. Design Description languages such as UML, SysML, IDEF0 and IDEF1x are introduced and used in carrying out complete system designs. Teams make presentations of their designs. Offered by Systems Engr & Operations Rsch. May not be repeated for credit. Equivalent…

  • Advanced Transportation Systems

    The surface transportation system is transforming into a cyber-physical system, with the wide-scale use of sensors and communications in infrastructure management, integration of wireless device apps for improved traveler situational awareness, and introduction of connected and automated vehicles. This course explores the resulting “intelligent transportation system” through readings, case studies, projects, and discussion forums.

  • Decision And Risk Analysis

    Application of analytic reasoning and skills to practical problems in decision-making. Topics include problem structure, analysis and solution implementation, emphasizing contemporary approaches to decision analytic techniques.Offered by Systems Engr & Operations Rsch. May not be repeated for credit. Equivalent to OR 681.

  • Management Informaiotn Systems

    Systems approach to management, domains of responsibility, structured and synergistic management tools, management system model, contextual frameworks, information portrayal, automation objectives model, evaluation, shared information processing, information modeling.

  • Hardware And Cyber Phys Syst

    Covers computer architecture and hardware to support subsequent cyber-physical systems modules. Introduces cyber-physical systems as an integration of physical processes, computation, and networking. Discusses modeling and simulation of cyber-physical systems, system design, and implementation. Covers security issues in cyber-physical systems and applications selected from infrastructure, energy, transportation, robotics, manufacturing, and communications domains. Students study and…

  • System Engineering Design

    System engineering design methods are studied and practiced, including object-oriented and structured analysis based techniques. Design Description languages such as UML, SysML, IDEF0 and IDEF1x are introduced and used in carrying out complete system designs. Teams make presentations of their designs. Offered by Electrical & Comp. Engineering. May not be repeated for credit. Equivalent to SYST 520.

  • Advanced Ship Dynamics

    Derivation of the equations of motion of a ship; waves and wave forces on structures; description of wave statistics and spectral representation in a given sea state; ship response in regular waves; ship response in random waves. Pre: Graduate standing.