{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,29]],"date-time":"2026-07-29T15:59:15Z","timestamp":1785340755965,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":20,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T00:00:00Z","timestamp":1782777600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"\u4e2d\u56fd\u56fd\u5bb6\u91cd\u70b9\u7814\u53d1\u8ba1\u5212","award":["2025YFA0920900"],"award-info":[{"award-number":["2025YFA0920900"]}]},{"name":"\u5929\u6d25\u5e02\u79d1\u6280\u91cd\u5927\u4e13\u9879","award":["25ZXWCSY00330"],"award-info":[{"award-number":["25ZXWCSY00330"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6,30]]},"DOI":"10.1145\/3807503.3819358","type":"proceedings-article","created":{"date-parts":[[2026,7,29]],"date-time":"2026-07-29T02:55:27Z","timestamp":1785293727000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Learning and Neutralizing Structured Stochasticity in DNA Synthesis for Deterministic Entropy Conditioning"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-4854-1268","authenticated-orcid":false,"given":"Zhiyi","family":"Zheng","sequence":"first","affiliation":[{"name":"Center for Applied Mathematics, Tianjin University, Tianjin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2521-6732","authenticated-orcid":false,"given":"Xin","family":"Chen","sequence":"additional","affiliation":[{"name":"Center for Applied Mathematics, Tianjin University, Tianjin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,7,28]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"publisher","unstructured":"Babak Alipanahi Andrew Delong Matthew\u00a0T. Weirauch and Brendan\u00a0J. Frey. 2015. Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning. Nature Biotechnology 33 8 (2015) 831\u2013838. 10.1038\/nbt.3300","DOI":"10.1038\/nbt.3300"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"crossref","unstructured":"Jean-Philippe Aumasson Samuel Neves Zooko Wilcox-O\u2019Hearn and Christian Winnerlein. 2013. BLAKE2: simpler smaller fast as MD5. Cryptology ePrint Archive Paper 2013\/322. https:\/\/eprint.iacr.org\/2013\/322","DOI":"10.1007\/978-3-642-38980-1_8"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","unstructured":"Yuval Benjamini and Terence\u00a0P. Speed. 2012. Summarizing and correcting the GC content bias in high-throughput sequencing. Nucleic Acids Research 40 10 (2012) e72. 10.1093\/nar\/gks001","DOI":"10.1093\/nar\/gks001"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1179"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","unstructured":"Juliane\u00a0C. Dohm Claudio Lottaz Tatiana Borodina and Heinz Himmelbauer. 2008. Substantial biases in ultra-short read data sets from high-throughput DNA sequencing. Nucleic Acids Research 36 16 (2008) e105. 10.1093\/nar\/gkn425","DOI":"10.1093\/nar\/gkn425"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","unstructured":"Xiaomin Guo Ripeng Liu Pu Li Chen Cheng Mingchuan Wu and Yanqiang Guo. 2018. Enhancing Extractable Quantum Entropy in Vacuum-Based Quantum Random Number Generation. Entropy 20 11 (2018) 819. 10.3390\/e20110819","DOI":"10.3390\/e20110819"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"publisher","unstructured":"David\u00a0R. Kelley Jasper Snoek and John\u00a0L. Rinn. 2016. Basset: learning the regulatory code of the accessible genome with deep convolutional neural networks. Genome Research 26 7 (2016) 990\u2013999. 10.1101\/gr.200535.115","DOI":"10.1101\/gr.200535.115"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"publisher","unstructured":"Sriram Kosuri and George\u00a0M. Church. 2014. Large-scale de novo DNA synthesis: technologies and applications. Nature Methods 11 5 (2014) 499\u2013507. 10.1038\/nmeth.2918","DOI":"10.1038\/nmeth.2918"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","unstructured":"Ilya Loshchilov and Frank Hutter. 2019. Decoupled Weight Decay Regularization. arXiv:1711.05101. 10.48550\/arXiv.1711.05101","DOI":"10.48550\/arXiv.1711.05101"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"publisher","unstructured":"Linda\u00a0C. Meiser Julian Koch Philipp\u00a0L. Antkowiak Wendelin\u00a0J. Stark Reinhard Heckel and Robert\u00a0N. Grass. 2020. DNA synthesis for true random number generation. Nature Communications 11 1 (2020) 5869. 10.1038\/s41467-020-19757-y","DOI":"10.1038\/s41467-020-19757-y"},{"key":"e_1_3_3_2_12_2","unstructured":"Renato Renner. 2005. Security of Quantum Key Distribution. Ph.\u00a0D. Dissertation. ETH Zurich. https:\/\/arxiv.org\/abs\/quant-ph\/0512258 Available at arXiv:https:\/\/arXiv.org\/abs\/quant-ph\/0512258."},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"publisher","unstructured":"Melissa\u00a0G. Ross Carsten Russ Michael Costello Ashley Hollinger Niall\u00a0J. Lennon Robert Hegarty Chad Nusbaum and David\u00a0B. Jaffe. 2013. Characterizing and measuring bias in sequence data. Genome Biology 14 5 (2013) R51. 10.1186\/gb-2013-14-5-r51","DOI":"10.1186\/gb-2013-14-5-r51"},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.6028\/NIST.SP.800-22r1a"},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-22012-8_2"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","unstructured":"Jay Shendure and Hanlee Ji. 2008. Next-generation DNA sequencing. Nature Biotechnology 26 10 (2008) 1135\u20131145. 10.1038\/nbt1486","DOI":"10.1038\/nbt1486"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.6028\/NIST.SP.800-90B"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"publisher","unstructured":"Salil\u00a0P. Vadhan. 2012. Pseudorandomness. Foundations and Trends in Theoretical Computer Science 7 1\u20133 (2012) 1\u2013336. 10.1561\/0400000010","DOI":"10.1561\/0400000010"},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"publisher","unstructured":"Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan\u00a0N. Gomez Lukasz Kaiser and Illia Polosukhin. 2017. Attention Is All You Need. arXiv:1706.03762. 10.48550\/arXiv.1706.03762","DOI":"10.48550\/arXiv.1706.03762"},{"key":"e_1_3_3_2_20_2","series-title":"National Bureau of Standards Applied Mathematics Series","first-page":"36","volume-title":"Monte Carlo Method","author":"Neumann John von","year":"1951","unstructured":"John von Neumann. 1951. Various techniques used in connection with random digits. In Monte Carlo Method , A.\u00a0S. Householder, G.\u00a0E. Forsythe, and H.\u00a0H. Germond (Eds.). National Bureau of Standards Applied Mathematics Series, Vol.\u00a012. U.S. Government Printing Office, Washington, DC, 36\u201338."},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"publisher","unstructured":"Jian Zhou and Olga\u00a0G. Troyanskaya. 2015. Predicting effects of noncoding variants with deep learning-based sequence model. Nature Methods 12 10 (2015) 931\u2013934. 10.1038\/nmeth.3547","DOI":"10.1038\/nmeth.3547"}],"event":{"name":"BCB '26: 17th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","location":"Rende (CS) Italy","acronym":"BCB '26","sponsor":["SIGBio ACM Special Interest Group on Bioinformatics"]},"container-title":["Proceedings of the 17th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3807503.3819358","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,29]],"date-time":"2026-07-29T15:13:11Z","timestamp":1785337991000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3807503.3819358"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,30]]},"references-count":20,"alternative-id":["10.1145\/3807503.3819358","10.1145\/3807503"],"URL":"https:\/\/doi.org\/10.1145\/3807503.3819358","relation":{},"subject":[],"published":{"date-parts":[[2026,6,30]]},"assertion":[{"value":"2026-07-28","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}