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| 1 | Optimizing the neural network hyperparameters utilizing genetic algorithm显示文摘Neural networks(NNs),as one of the most robust and efficient machine learning methods,have been commonly used in solving several problems.However,choosing proper hyperparameters(e.g.the numbers of layers and neurons in each layer)has a significant influence on the accuracy of these methods.Therefore,a considerable number of studies have been carried out to optimize the NN hyperpaxameters.In this study,the genetic algorithm is applied to NN to find the optimal hyperpaxameters.Thus,the deep energy method,which contains a deep neural network,is applied first on a Timoshenko beam and a plate with a hole.Subsequently,the numbers of hidden layers,integration points,and neurons in each layer are optimized to reach the highest accuracy to predict the stress distribution through these structures.Thus,applying the proper optimization method on NN leads to significant increase in the NN prediction accuracy after conducting the optimization in various examples. | Saeid NIKBAKHT Cosmin ANITESCU Timon RABCZUK | 2021 | Journal of Zhejiang University-Science A(Applied Physics & Engineering)2021，22，6： | 5 |
| 2 | Exergy-energy analysis of full repowering of a steam power plant显示文摘旧蒸气发电厂为在这份报纸重新驱动被选择了的 A 320MW。就技术条件和发电厂的工作生活而言,完整的重新驱动的方法从不同重新驱动的方法被选择了。发电厂重新驱动被分析了为三不同喂水流动率:一个流动率平等者到在在原来的工厂的 condenser 出口的流动率当它在名字的负担工作时,当所有抽取被堵住时,在最大的负担的流动率,和流动评价。为每流动率,煤气的汽轮机的二种类型被检验了:V94.2 和 V94.3A。一个管炉子的效果然后在每上述六个案例中被调查了。蒸气被一个双压力热恢复蒸气发电机(HRSG ) 生产与再热它从来自煤气的汽轮机的 exhaust 气体获得它的要求的热。从为原来的蒸气发电厂和动力的发电厂的 energy-exergy 建模并且分析获得的结果显示动力的发电厂的最大的效率是 52.04% 。当没有管炉子,处于名字的负担的蒸气流动率利用二台 V94.3A 煤气的汽轮机时,这最大的效率发生。 | S. NIKBAKHT NASERABAD A. MEHRPANAHI M. R. ALIGOODARZ K. MOBINI | 2015 | Frontiers in Energy2015，9，1： | 2 |
| 3 | Beta3 integrin expression within uterine endometrium and its relationship with unexplained infertility显示文摘 | Boroujerdnia MG Nikbakht R | 2008 | Pak J Biol Sci2008，11，21： | 1 |
| 4 | Polymorphisms of MTHFR and MTR genes are not related to susceptibility to childhood ALL in North India显示文摘 | Nikbakht M Malekzadeh K Kumar JA | | 0，，01： | 1 |
| 5 | 2D and 3D in-terlaminar fracture assessment under mixed-mode loadingconditions 显示文摘 | Nikbakht M Choupani N Hosseini S R | 2009 | Materials Science and Engineering: A2009，516，12： | 1 |
| 6 | Up-regulation of Endothelin-1 and Endothelin type A receptor genes expression in the heart of broiler chickens versus layer chickens显示文摘 | Hossein Hassanpour Masood Teshfam Hassan Momtaz Gholamreza Nikbakht Brujeni Lohrasb Shahgholian | 2010 | Research in Veterinary Science2010，，3： | 1 |
| 7 | Effect of operating parameters on concentration of citric acid using electrodialysis 显示文摘 | Nikbakht R Sadrzadeh M Mohammadi T | 2007 | Journal of Food Engineering2007，83，4： | 1 |
| 8 | Enhancement of peripheral blood CD56:lim cell and NK cell cytotoxicity in women with recurrent spontaneous abortion or in vitro-fertilization failure 显示文摘 | Karami N Boroujerdnia M G Nikbakht R | 2012 | Reprod Immunol2012，95，12： | 1 |
| 9 | pl6(INK4a) and p15 (INK4b) gene promoter methylation in cervical cancer patients 显示文摘 | JHA AK NIKBAKHT M JAIN V | 2012 | Oncol Lett2012，3，6： | 1 |
| 10 | Enhancement of peripheral blood CD56(dim)cell and NK cell cytotoxicity in women with recurrent spontaneous abortion or in vitro fertilition failure显示文摘 | Karami N Boroujerdnia MG Nikbakht R | 2012 | J Reprod Immunol2012，95，： | 1 |
| 11 | Revecal of hypermethylation and reactivation of the RAR 13 2 gene by natural compounds in cervical cancer cell lines显示文摘 | Jha AK Nikbakht M Parashar G | 2010 | Folia biologica2010，56，5： | 1 |
| 12 | Beta3 integrin expression within uterine endometrium and its relationship with unexplained infertility显示文摘 | BOROUJERDNIA MG NIKBAKHT R | 2008 | Pak J Biol Sci2008，11，21： | 1 |
| 13 | Central venous pressure catheter for large-volume paracentesis in refractory ascites显示文摘 | Agah S Tavakoli S Nikbakht H | 2014 | Indian J Gastroenterol2014，33，4： | 1 |
| 14 | 显示文摘 | Nikbakht Sangari M Qayumi AK Keown P | 1999 | Immunol Invest1999，28，4： | 1 |
| 15 | An enriched finite element lgorithm for numerical computation of contact friction problems 显示文摘 | Khoei A R Nikbakht M | 2007 | Interna- tional Journal of Mechanical Sciences2007，49，2： | 1 |
| 16 | 显示文摘 | Nikbakht Sangari M Qayumi AK Keown P | 2000 | Immunol Invest2000，29，1： | 1 |
| 17 | Investigation of black mulberry drying kinetics ap-plying different pretreatments显示文摘 | ESMAEILI A M NIKBAKHT A M MOTEVALI A | 2013 | Journal of Agricultureand Science Technology2013，15，2： | 1 |
| 18 | Perceptions of nursing practice in Iran 显示文摘 | Nikbakht Nasrabadi A Emami A | 2006 | Nurs Outlook2006，54，6： | 1 |
| 19 | The Effects of Ta- pering on Repeated Sprint Ability (RST) and Maximal Aerobic Power in Male Soccer Player 显示文摘 | H Nikbakht S Keshavarz K Ebrahim | 2011 | American J of Sci Res2011，，30： | 1 |
| 20 | Effect of Acupressure on Preoperative Anxiety: A Clinical Trial显示文摘 | Sina Valiee Shiva Sadat Bassampour Alireza Nikbakht Nasrabadi Zahra Pouresmaeil Abbas Mehran | 2012 | Journal of PeriAnesthesia Nursing2012，，4： | 1 |
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