Basic principles of structure and reactivity. Microscopic nature of atoms and molecules; the macroscopic properties of chemical systems. Topics include stoichiometry, thermochemistry, atomic structure, molecular structure, properties of gases. (Gen.Ed. PS)

Basic principles of structure and reactivity. Microscopic nature of atoms and molecules; the macroscopic properties of chemical systems. Topics include stoichiometry, thermochemistry, atomic structure, molecular structure, properties of gases. (Gen.Ed. PS)

Basic principles of structure and reactivity. Microscopic nature of atoms and molecules; the macroscopic properties of chemical systems. Topics include stoichiometry, thermochemistry, atomic structure, molecular structure, properties of gases. (Gen.Ed. PS)

Basic principles of structure and reactivity. Microscopic nature of atoms and molecules; the macroscopic properties of chemical systems. Topics include stoichiometry, thermochemistry, atomic structure, molecular structure, properties of gases. (Gen.Ed. PS)

Not available at this time

Not available at this time

Dynamic behavior of soils with application to problems of seismic survey, measurement of dynamic soil properties, foundation vibration and performance under earthquake loading.

Theory and applications of core concepts in data mining and machine learning from an engineering perspective. Key topics: fundamentals of data analysis, regression, unsupervised learning (clustering, dimensionality reduction, etc), classification (support vector machines, decision trees). Model assessment & inference, additive models and neural networks will also be covered, with a big data focus. Applications to various subdisciplines will be highlighted, especially in transportation, environmental, structural and industrial engineering.

Applications of traffic flow theory involving traffic flow modeling at varying levels of details using manually-generated and commercially-available transportation simulation tools. Fundamentals involved in transportation simulation such as random number generation, input/output analysis, and macroscopic and microscopic traffic flow models.