{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T06:13:12Z","timestamp":1758089592279,"version":"3.44.0"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,22]],"date-time":"2025-06-22T00:00:00Z","timestamp":1750550400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,22]],"date-time":"2025-06-22T00:00:00Z","timestamp":1750550400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001659","name":"Deutsche Forschungsgemeinschaft","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001659","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,22]]},"DOI":"10.1109\/dac63849.2025.11133105","type":"proceedings-article","created":{"date-parts":[[2025,9,15]],"date-time":"2025-09-15T17:35:41Z","timestamp":1757957741000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["AutoRE: Bayesian-Optimization-based Automatic Reliability Enhancement Tool for Flow-based Microfluidic Biochips"],"prefix":"10.1109","author":[{"given":"Siyuan","family":"Liang","sequence":"first","affiliation":[{"name":"The Chinese University of Hong Kong"}]},{"given":"Yushen","family":"Zhang","sequence":"additional","affiliation":[{"name":"Technical University of Munich"}]},{"given":"Mengchu","family":"Li","sequence":"additional","affiliation":[{"name":"Technical University of Munich"}]},{"given":"Tsun-Ming","family":"Tseng","sequence":"additional","affiliation":[{"name":"Technical University of Munich"}]},{"given":"Ulf","family":"Schlichtmann","sequence":"additional","affiliation":[{"name":"Technical University of Munich"}]},{"given":"Tsung-Yi","family":"Ho","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2024.3442999"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3649329.3663489"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-56255-1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3649329.3655942"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2014.2336215"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/VTS.2014.6818760"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.1145\/3676536.3676744","article-title":"Raber: Reliability-aware bayesian-optimization-based control layer escape routing for flow-based microfluidics","volume-title":"IEEE\/ACM International Conference on Computer-Aided Design (ICCAD)","author":"Liang"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2022.3213613"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3240765.3240830"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.23919\/DATE.2017.7927262"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.23919\/DATE.2018.8342247"},{"key":"ref12","first-page":"1","article-title":"Comux: Combinatorial-coding-based high-performance microfluidic control multiplexer design","volume-title":"Proceedings of the 41st IEEE\/ACM International Conference on Computer-Aided Design","author":"Liang"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD57390.2023.10323772"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2019.2944588"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/3206.001.0001"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25566-3_40"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s41524-021-00662-x"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOAS285"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008306431147"},{"key":"ref20","first-page":"20577","article-title":"Unexpected improvements to expected improvement for bayesian optimization","volume":"36","author":"Ament","year":"2023","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref21","article-title":"Gaussian process optimization in the bandit setting: No regret and experimental design","author":"Srinivas","year":"2009","journal-title":"arXiv preprint arXiv:0912.3995"},{"issue":"54","key":"ref22","first-page":"1","article-title":"Smac3: A versatile bayesian optimization package for hyperparameter optimization","volume":"23","author":"Lindauer","year":"2022","journal-title":"Journal of Machine Learning Research"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.23919\/DATE56975.2023.10137075"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref25","article-title":"Practical bayesian optimization of machine learning algorithms","volume":"25","author":"Snoek","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s41060-024-00509-w"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02538-9_13"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13800-3_30"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2656106.2656118"}],"event":{"name":"2025 62nd ACM\/IEEE Design Automation Conference (DAC)","start":{"date-parts":[[2025,6,22]]},"location":"San Francisco, CA, USA","end":{"date-parts":[[2025,6,25]]}},"container-title":["2025 62nd ACM\/IEEE Design Automation Conference (DAC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11132383\/11132091\/11133105.pdf?arnumber=11133105","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T05:58:08Z","timestamp":1758002288000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11133105\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,22]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/dac63849.2025.11133105","relation":{},"subject":[],"published":{"date-parts":[[2025,6,22]]}}}