{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,26]],"date-time":"2025-11-26T16:25:26Z","timestamp":1764174326412,"version":"3.37.3"},"reference-count":27,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Center for Advanced Electronics through Machine Learning"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. VLSI Syst."],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1109\/tvlsi.2017.2656843","type":"journal-article","created":{"date-parts":[[2017,2,10]],"date-time":"2017-02-10T19:36:21Z","timestamp":1486755381000},"page":"1856-1865","source":"Crossref","is-referenced-by-count":67,"title":["Application of Machine Learning for Optimization of 3-D Integrated Circuits and Systems"],"prefix":"10.1109","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4832-9705","authenticated-orcid":false,"given":"Sung Joo","family":"Park","sequence":"first","affiliation":[]},{"given":"Bumhee","family":"Bae","sequence":"additional","affiliation":[]},{"given":"Joungho","family":"Kim","sequence":"additional","affiliation":[]},{"given":"Madhavan","family":"Swaminathan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"journal-title":"Introduction to Machine Learning","year":"2009","author":"alpaydin","key":"ref10"},{"journal-title":"Neural Networks for RF and Microwave Design","year":"2000","author":"zhang","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/SLIP.2015.7171706"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2006.882518"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCPMT.2016.2552081"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2015.2413840"},{"key":"ref16","first-page":"1","article-title":"Design-space exploration and optimization of an energy-efficient and reliable 3D small-world network-on-chip","volume":"pp","author":"das","year":"2016","journal-title":"IEEE Trans Comput -Aided Des Integr Circuits Syst"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ISEMC.2016.7571681"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCPMT.2010.2101770"},{"journal-title":"Convective Heat Transfer","year":"2016","author":"whitelaw","key":"ref19"},{"journal-title":"Yield and Reliability in Microwave Circuit and System Design","year":"1993","author":"meehan","key":"ref4"},{"journal-title":"Ncsu 45nm freepdk","year":"2012","key":"ref27"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCPMT.2015.2482947"},{"journal-title":"Global Optimization Tool Boxuser’s Guide in MATLAB","year":"2016","key":"ref6"},{"journal-title":"Orthogonal Arrays and Linear Graphs","year":"1987","author":"taguchi","key":"ref5"},{"journal-title":"Tips and Tricks—Getting Started Using Optimization With MATLAB","year":"2012","author":"deland","key":"ref8"},{"key":"ref7","first-page":"2951","article-title":"Practical Bayesian optimization of machine learning algorithms","author":"snoek","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1142\/8814"},{"journal-title":"Machine Learning","year":"1997","author":"mitchell","key":"ref9"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/5.929647"},{"journal-title":"Bayesian Data Analysis","year":"2008","author":"gelman","key":"ref20"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1287\/educ.1080.0039"},{"journal-title":"A Tutorial on Bayesian Optimization of Expensive Cost Functions with Application to Active User Modeling and Hierarchical Reinforcement Learning","year":"2010","author":"brochu","key":"ref21"},{"key":"ref24","first-page":"2","article-title":"The application of Bayesian methods for seeking the extremum","volume":"2","author":"mockus","year":"1978","journal-title":"Towards Global Optimazation"},{"key":"ref23","first-page":"2809","article-title":"Bayesian optimization with exponential convergence","author":"kawaguchi","year":"2015","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref26","first-page":"1015","article-title":"Gaussian process optimization in the bandit setting: No regret and experimental design","author":"srinivas","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn (ICML)"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1115\/1.3653121"}],"container-title":["IEEE Transactions on Very Large Scale Integration (VLSI) Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/92\/7932577\/07850943.pdf?arnumber=7850943","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:15:08Z","timestamp":1642004108000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7850943\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6]]},"references-count":27,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tvlsi.2017.2656843","relation":{},"ISSN":["1063-8210","1557-9999"],"issn-type":[{"type":"print","value":"1063-8210"},{"type":"electronic","value":"1557-9999"}],"subject":[],"published":{"date-parts":[[2017,6]]}}}