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38篇 您的检索式：作者名="Senthilnath"

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	题名	作者	年代	出处	被引量
1	Two-step machine learning enables optimized nanoparticle synthesis显示文摘In materials science,the discovery of recipes that yield nanomaterials with defined optical properties is costly and time-consuming.In this study,we present a two-step framework for a machine learning-driven high-throughput microfluidic platform to rapidly produce silver nanoparticles with the desired absorbance spectrum.Combining a Gaussian process-based Bayesian optimization(BO)with a deep neural network(DNN),the algorithmic framework is able to converge towards the target spectrum after sampling 120 conditions.Once the dataset is large enough to train the DNN with sufficient accuracy in the region of the target spectrum,the DNN is used to predict the colour palette accessible with the reaction synthesis.While remaining interpretable by humans,the proposed framework efficiently optimizes the nanomaterial synthesis and can extract fundamental knowledge of the relationship between chemical composition and optical properties,such as the role of each reactant on the shape and amplitude of the absorbance spectrum.	Flore Mekki-Berrada Zekun Ren Tan Huang Wai Kuan Wong Fang Zheng Jiaxun Xie Isaac Parker Siyu Tian Senthilnath Jayavelu Zackaria Mahfoud Daniil Bash Kedar Hippalgaonkar Saif Khan Tonio Buonassisi Qianxiao Li Xiaonan Wang	2021	npj Computational Materials2021，，1：	3
2	Clustering using firefly algorithm: performance study显示文摘	Senthilnath J Omkar S N Mani V	2011	Swarm and Evolutionary Computation2011，1，3：	1
3	Arti- ficial bee colony (ABC) for multi-objective design optimi- zation of composite structures 显示文摘	OMKAR S N SENTHILNATH J RAHUL K	2011	Applied Soft Compu- ting2011，11，1：	1
4	Clustering using firefly algo-rithm: Performance study显示文摘	Senthilnath J Omkar S N Mani V	2011	Swarm and Evolutionary Compu-tation2011，1，3：	1
5	Automatic road extrac- tion using high resolution satellite image based on texture pro- gressive analysis and normalized cut method显示文摘	Senthilnath J Rajeshwari M Omkar S N	2009	J Indian Soc Re- mote Sens2009，37，：	1
6	Clustering us- ing firefly algorithm: Performance study 显示文摘	SENTHILNATH J OMKAR S N MANI V	2011	Swarm and Evolutionary Computation2011，1，3：	1
7	GPU-based normalized cuts for road extraction using satellite imagery显示文摘	SENTHILNATH J SINDHU S OMKAR S N	2014	Journal of Earth System Science2014，123，8：	1
8	Clustering using firefly algorithm: Performance study显示文摘	J. Senthilnath S.N. Omkar V. Mani	2011	Swarm and Evolutionary Computation2011，，3：	1
9	Hierarchical clustering algorithm for land cover mapping using satellite images 显示文摘	SENTHILNATH J OMKAR S N MANI V	2012	IEEE Journal of Selected Topics in Applied Earth Observa- tions and Remote Sensing2012，5，3：	1
10	Arti- ficial bee colony (ABC) for multi-objective design opti- mization of composite structures显示文摘	Omkar S N Senthilnath J Khandelwal R	2011	Applied Soft Computing2011，11，1：	1
11	An approach to multi-temporal MODIS image analysis using image classification and segmentation显示文摘	Senthilnath J Shivesh Bajpai S N Ornkar P G	2012	Advances in Space Research2012，50，9：	1
12	Clustering u- sing firefly algorithm: performance study 显示文摘	SENTHILNATH J OMKAR S N MANI V	2011	Swarm and Evolutionary Computation2011，1，3：	1
13	Crop classification using biologically-inspired techniques with high resolution satellite image显示文摘	OMKAR S N SENTHILNATH J DHEEVATSA MUDIGERE	2008	Journal of the Indian Society of Remote Sensing2008，36，2：	1
14	De- tection of tomatoes using spectral-spatial methods in remotely ensed RGB images captured by UAV 显示文摘	Senthilnath J Dokania Akanksha Kandukuri Manasa	2016	Biosystems Enginee- ring2016，146，：	1
15	Artifi- cial bee colony for multi-objective design optimization of composite structures显示文摘	Omakar S N Senthilnath J Khandelwal R	2011	Applied soft computing2011，11，1：	1
16	Artificial bee colony(ABC) for multi-objective design optimization of composite structures显示文摘	Omkar S N Senthilnath J Rahul Khandelwal	2011	Applied Soft Computing2011，11，1：	1
17	Artificial Bee Colony (ABC) for multi-objective design optimization of composite structures显示文摘	S.N. Omkar J. Senthilnath Rahul Khandelwal G. Narayana Naik S. Gopalakrishnan	2009	Applied Soft Computing Journal2009，，1：	1
18	Hierarchical clustering algorithm for land cover mapping using satellite images显示文摘	SENTHILNATH J OMAKAR S N	2012	IEEE Journal of Selected Topics in Applied Earth Observatios and Remote Sensing2012，5，3：	1
19	Crop classification using biologically-inspired techniques with high resolution satellite image显示文摘	Omkar S N Senthilnath J Mudigere D	2008	Journal of the Indian Society of Remote Sensing2008，36，2：	1
20	Clustering using firefly al-gorithm:performance study显示文摘	SENTHILNATH J OMKAR S N MANI V	2011	Swarm and Evolutionary Compu-tation2011，1，3：	1

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