1. Temperature distribution induced by ultrasound wave propagation using physics based deep learning method Open Access Author: Wang, Yuzhang Title: Temperature distribution induced by ultrasound wave propagation using physics based deep learning method Graduate Program: Computer Science and Engineering (MS) Keywords: Deep learningPINNtBHTEtemperature mapultrasound wave propagationtransducers File: Download Thesis_MS_2021_Yuzhang_final_Modified.pdf Committee Members: Mohamed Khaled Almekkawy, Thesis Advisor/Co-AdvisorJesse Louis Barlow, Committee MemberChitaranjan Das, Program Head/Chair
2. Architecture-Centric Bottleneck Analysis for Machine Learning and Deep Learning Applications Open Access Author: Ryoo, Jihyun Title: Architecture-Centric Bottleneck Analysis for Machine Learning and Deep Learning Applications Graduate Program: Computer Science and Engineering (PHD) Keywords: Computer architectureArchitecture profilingMachine learningDeep learningAnalysis modelHigh performance computingManycore systemsParallel computing File: Download Jihyun_Ryoo_Dissertation.pdf Committee Members: Kamesh Madduri, Major Field MemberMahmut Kandemir, Chair & Dissertation AdvisorJohn Sampson, Major Field MemberDinghao Wu, Outside Unit & Field MemberChitaranjan Das, Program Head/Chair
