Coursework at CMU | M21

For Students

Transportation Related Courses

Semester	Course Title	Level	Units	Course#	College	Professor	Description
19S	Spatial Analysis in Infrastructure Planning	G	12	48-781	Architecture	Kurland, Kristen	A Geographic Information System (GIS) integrates displays, edits, analyzes, and shares spatial data for informing decision making. Industries benefiting from GIS include architecture, business, city planning, defense and intelligence, education, government, health and human services, natural resources, public safety, transportation, utilities and communications, and urban planning/design. This course prepares students to understand, maintain, and manipulate spatial and organizational data using world leading software applications.
19S	Infrastructure Management	All	12	12-750	Engineering	Qian, Sean	This course takes a broad view of infrastructure systems to include physical infrastructure and information networks. The course will consider the need to protect these critical infrastructures from both degradation as well as malicious attacks. Infrastructure management generally depends on public-private partnerships to ensure long-term viability. We will look at relevant academic literature on the topics of infrastructure needs and requirements. We will explore the use of automated sensing and computer network systems to facilitate management.
19S	Sensing and Data Mining for Smart Structures and Systems	All	12	12-761	Engineering	Noh, Young Hae	This course will introduce smart monitoring systems for applications in physical structures and systems. Such monitoring systems enable us to understand the performance of the physical systems and diagnose/prognose their critical status using technologies, such as sensor network and data analytics. Examples include structural health monitoring, traffic monitoring, water/air quality sensing, occupant monitoring, etc. The course will include lectures that provide theoretical backgrounds on data acquisition and analysis using both empirical and analytical approaches, as well as course projects to provide hands-on experience on integrating and implementing what they have learned from lectures and build a full monitoring system.
19S	Urban Systems Strategy	G	6	90-741	Heinz	TBA	While integrated design has made considerable progress at the individual building and site levels, increasing sustainable performance on a larger scale has remained more challenging. This class will explore processes and outcomes that provide human-centered approaches and new sets of filters for infrastructure investment. Human-centered design is a creative approach to problem solving pioneered by the design firm IDEO. It is a methodology for design and management that creates solutions to problems by involving the human perspective in all steps of the process. Traditional human-centered design in the A/E/C industry has focused on workplace strategy. This class will make the case for the value of this approach in infrastructure and system solutions for our cities.
19S	The American Railroad – Decline and Renaissance in the Age of Deregulation”	All	6	19-213	Engineering	Posner, Henry	The USAs private sector freight rail industry is considered a model for the world as the result of its renaissance following deregulation in 1980. This is a stealth industry whose history and economics are both intertwined and complex. Starting with the development of the first U. S. railroads, students will gain a basic understanding of the industrys history and economics, with special attention to the past half-century.
19F	Traffic Engineering	UG	6	12-606	Engineering	Cerminara, Greg	Introduction to traffic engineering providing practical experience that can be used directly in the workforce. Course material will provide a solid foundation in preparing for the Transportation portion of the Professional Engineer exam.
19F	Network Traffic Analysis	G	12	12-100	Heinz	O'Meara, Kyle	The course will involve network investigation to include packet capture analysis and network flow analysis. Micro: - What is the breadth of my network? - What assets are important to my mission? - How do I perform efficient network analysis? What does the bad look like? Macro: - What are the geo-political effects of various movements across the world?
19F	Exploring CEE: Infrastructure and Environment in a Changing World	All	12	12-606	Engineering	Samaras, Constantinos	Civil and Environmental Engineers (CEEs) engage in the planning, design, construction, operation, retrofit, demolition, and reuse of large-scale infrastructure that forms the backbone of all societies and economies. CEEs solve problems, innovate, start companies, and become global technology leaders.
19F	Autonomous Agents	All	12	15-482	Computer Science	Simmons, Reid Rosenthal, Stephanie	Autonomous agents use perception, cognition, actuation, and learning to reliably achieve desired goals, where the agents can be smart homes, mobile robots, intelligent factories, self-driving cars, etc. The goal of this course is to provide students with the techniques needed for developing complete, integrated AI-based autonomous agents.
19F	Design Center: DeXign Futures	All	6	51.453- 51753	Design	Scupelli, Peter	The 21st century brings us a world that is changing at exponential rates with increased uncertainty. Products and services are designed and developed faster, and their shelf-life increasingly disrupted by new offerings. As design disciplines engage in larger, more complex societal problems, new methods and skills are necessary. In this course, students learn how to align short-term design action to long-term vision timescales.
18F	Traffic Engineering	UG	6	12-600	Engineering	Cerminara, Greg	The course incorporates the initial planning side of transportation engineering with tasks such as traffic analyses, traffic studies and transportation/traffic engineering report writing.
18F	Smart Cities: Growth and Intelligent Transportation Systems	All	6	12-645	Engineering	Qian, Zhen	Cities all around the world are being built and re-invented as smart cities utilizing information systems and innovative applications of data analytics. One major smart cities component is transportation. The Intelligent Transportation Systems (ITS) industry is expected to grow at a rate of 19 per year and reach 5.5 Billion in annual investment by 2020. This course is supported by CMUs Traffic21 Initiative.
18F	Infrastructure and Environment in a Changing World	All	12	12-100	Engineering	Samaras, Constantinos	Smart cities, sustainable energy and buildings, connected autonomous vehicles, resilient infrastructure, climate change adaptation, and global water management are just a few of the future domains that will rely on CEEs. Students will explore how sensing, data science, environmental science, systems analysis, and infrastructure design are integrated to create a built environment that meets the needs of smart and connected communities while enhancing sustainability.
17S	Spatial Analysis in Infrastructure Planning	G	12	48-781	Architecture	Kurland, Kristen	A Geographic Information System (GIS) integrates displays, edits, analyzes, and shares spatial data for informing decision making. Industries benefiting from GIS include architecture, business, city planning, defense and intelligence, education, government, health and human services, natural resources, public safety, transportation, utilities and communications, and urban planning/design. This course prepares students to understand, maintain, and manipulate spatial and organizational data using world leading software applications.
17S	Special Topics: Climate Change Adaptation	G	6	12-749	Engineering	Samaras, Constantine	Engineers designing for climate change adaptation require the tools to maximize resiliency and minimize cost for existing and proposed energy, transportation, water, urban and other types of infrastructure. Students successfully completing this course will understand how climate change affects civil infrastructure and how to quantitatively incorporate resilient designs and co-benefits under uncertainty. Students will use open data to examine current adaptation engineering challenges, quantify solutions, and communicate their technical recommendations through policy briefs.
17S	Decision Analytics for Business and Policy	G	12	12-768	Engineering	Jacquillat, Alexandre	This course introduces modeling frameworks and computational tools to address complex, ill-defined, large-scale decision-making problems that arise in policy and business. Using a combination of lecturing, case studies and class discussions, it covers advanced methods of decision-making under uncertainty in four major areas: large-scale optimization, discrete event simulation, stochastic optimization and queuing theory.
17S	Energy Demand and Utilization	G	6	39-611	Engineering (CIT)	Samaras, Constantine	This course examines how human demands for energy have evolved over time and how they differ across nations. The course begins from a historical perspective and proceeds to an evaluation of present demand and synthesis of future projections. The course focuses on the technologies used in the different sectors: housing, commerce, food, industry and transportation.
17F	Decision Making Under Uncertainty	G	6	95-760	Heinz	Jacquillat, Alexandr	This course provides an introduction to modeling and computational methods used by policy-makers, managers and analysts to support decision-making. The first half of the course focuses on deterministic optimization, and covers linear programming, network optimization and integer programming. The second half of this course introduces risk and uncertainty, and includes methods to characterize uncertainty and methods to optimize decisions under uncertainty.
17F	Traffic Engineering	UG	6	12-606	Engineering	Cerminara, Greg	The course incorporates the initial planning side of transportation engineering with tasks such as traffic analyses, traffic studies and transportation/traffic engineering report writing.