This course forms part of the NIBIB T32 on Multi-Scale Biology & NHLBI T32 on Integrative Bioengineering of Heart, Vessels, and Blood at UC San Diego. The course is divided into unsupervised and supervised machine learning, including neural networks and deep learning. (Spring)
Introduction of the foundations of engineering by teaching the mathematical methods that describe the engineering principles. Analytical and numerical approaches to solving the equations. Prerequisites: graduate standing in bioengineering or consent of instructor. (Fall)
Biomechanics of living tissues with emphasis on mechanical properties of major tissues and organs. Foundations of viscoelasticity. Field equations and stress analysis of living tissues. Bioengineering and medical design examples. Prerequisites: BENG 110 or consent of department. (Winter)
Physical concepts of behavior of heart, large blood vessels, vascular beds in major organs and the microcirculation. Physical and physiological principles of blood flow, blood pressure, cardiac work, electrophysiology of the heart. Special vascular beds, including their biological and hemodynamic importance. Integration through nervous and humoral controls. Prerequisites: BENG 230B or consent of instructor.
Introduction to mechanics: statics and dynamics, free body diagrams, and bodies in contact. Vectors and tensors; stresses, theory of deformation, and constitutive equations. Equations of motion. Biomechanics design examples. Prerequisites: MATH 20D, MATH 20E or MATH 31CH, MATH 20F or MATH 31AH; PHYS 2C, or consent of department. (Fall)