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| 1 | Identifying Pb-free perovskites for solar cells by machine learning显示文摘Recent advances in computing power have enabled the generation of large datasets for materials,enabling data-driven approaches to problem-solving in materials science,including materials discovery.Machine learning is a primary tool for manipulating such large datasets,predicting unknown material properties and uncovering relationships between structure and property.Among state-of-the-art machine learning algorithms,gradient-boosted regression trees(GBRT)are known to provide highly accurate predictions,as well as interpretable analysis based on the importance of features.Here,in a search for lead-free perovskites for use in solar cells,we applied the GBRT algorithm to a dataset of electronic structures for candidate halide double perovskites to predict heat of formation and bandgap.Statistical analysis of the selected features identifies design guidelines for the discovery of new lead-free perovskites. | Jino Im Seongwon Lee Tae-Wook Ko Hyun Woo Kim YunKyong Hyon Hyunju Chang | 2019 | npj Computational Materials2019，，1： | 6 |
| 2 | Characterization of CD8+CD57+ T cells in patients wit acute myocardial infarction显示文摘 | Hee Tae Yu Jong-Chan Youn Jino Lee Seunghyun Park Ho-Seok Chi Jungsul Lee Chulhee Choi Sungha Park Donghoon Choi Jong-Won Ha Eui-Cheol Shin | 2015 | Cellular & Molecular Immunology2015，12，4： | 3 |
| 3 | Three- dimensional assessment of zygomatic malunion using computed tomography in patients with cheek ptosis caused by reduction malarplasty显示文摘 | Rong-Min Baek Jino Kim Baek-kyu Kim | 2012 | J Plast Reconstr Aesthetic Surg2012，65，： | 1 |
| 4 | System identification of suspension bridge from ambient vibration response 显示文摘 | Dionysius M Siringoringo Yozo Fu jino | 2008 | Engi- neering Structures2008，30，2： | 1 |
| 5 | Automatic test data generation for program paths using genetic algorithms 显示文摘 | Bueno P M S Jino M | 2002 | International Journal of Software Engineering and Knowledge Engineering2002，12，6： | 1 |
| 6 | A binomial software reliability model based on coverage of structural testing criteria显示文摘 | Crespo A N Jino M | 2008 | Empire Software Eng2008，13，： | 1 |
| 7 | Reliability evaluation of distributed generation based on operation mode显示文摘 | BAE Insu KIM Jino | 2007 | IEEE Trans on Power System2007，22，2： | 1 |
| 8 | Effects of bFGF and Alpha-melanocytic Stimulating Hormone on Nerve Regeneration though a Collagen Channel 显示文摘 | Peulve P Jino | 1994 | Microsurg1994，15，： | 1 |
| 9 | Automatic test data generation for grogram path using genetic algorithms显示文摘 | Bueno P Jino M | 2002 | International Journal of Software Engineering and Knowledge Engineering2002，12，6： | 1 |
| 10 | Pyridonecarboxylic Acids as Antibacterial Agents显示文摘 | Todo Y Takagi H Jino F | 1994 | Chem Pharm Bull1994，42，： | 1 |
| 11 | Controlled assembly of carbon nanotubes encapsulated with amphiphilic block copolymer显示文摘 | Chiyoung Park Sanghwa Lee Jung Ho Lee Jino Lim Sang Cheon Lee Min Park Sang-Soo Lee Junkyong Kim Chong Rae Park Chulhee Kim | 2007 | Carbon2007，，10： | 1 |
| 12 | Quantum secure direct communication network with hyperentanglement显示文摘We propose a quantum secure direct communication protocol with entanglement swapping and hyperentanglement.Any two users, Alice and Bob, can communicate with each other in a quantum network, even though there is no direct quantum channel between them. The trust center, Trent, who provides a quantum channel to link them by performing entanglement swapping, cannot eavesdrop on their communication. This protocol provides a high channel capacity because it uses hyperentanglement, which can be generated using a beta barium borate crystal. | Chang Ho Hong Jino Heo Jong In Lim Hyung Jin Yang | 2014 | Chinese Physics B2014，23，9： | 1 |
| 13 | Automatic test data generation for program path using genetic algorithms 显示文摘 | Bueno P Jino M | 2002 | Int J Soft- ware Eng Knowl Eng2002，12，6： | 1 |
| 14 | Possible involvement of endothelial leukotrienes in acetylcholine-induced contraction in rabbit coronary artery显示文摘 | Jino H Kurahashi | 1996 | Life Sci1996，59，12： | 1 |
| 15 | The role of neoad juvant chemotherapy for breast cancertreament显示文摘 | Iked T Jino H Matsu | 2002 | Breast Cancer2002，9，1： | 1 |
| 16 | Reliability Evaluation of Distributed Generation Based on Operation Mode显示文摘 | INSU B JINO K | 2011 | IEEE Transations on Power Systems2011，22，2： | 1 |
| 17 | 1 Select ion of pancreat ico-jejunostomy techniques accord ing to pan creatic textu re and duct size显示文摘 | Suzuk iY Fu jino Y T an ioka Y eta | 2002 | Arch Surg2002，137，9： | 1 |
| 18 | Multiple Dirac fermions from a topological insulator and graphene superlattice显示文摘 | Hosub Jin Jino hn Jung-Hwan Song | 2012 | Physical Review B2012，85，04： | 1 |
| 19 | Automatic test data generation for program paths using genetic algorithms 显示文摘 | BUENO P M S JINO M | 2002 | International Journal of Software Engineering and Knowledge Engineering2002，12，6： | 1 |
| 20 | Automatic test data generation for program path using genetic algorithms显示文摘 | Bueno P Jino M | 2002 | International Journal of Software Engineering and Knowledge Engineering2002，12，6： | 1 |
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