|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 1 | Deep-learning-based inverse design model for intelligent discovery of organic molecules显示文摘The discovery of high-performance functional materials is crucial for overcoming technical issues in modern industries.Extensive efforts have been devoted toward accelerating and facilitating this process,not only experimentally but also from the viewpoint of materials design.Recently,machine learning has attracted considerable attention,as it can provide rational guidelines for efficient material exploration without time-consuming iterations or prior human knowledge.In this regard,here we develop an inverse design model based on a deep encoder-decoder architecture for targeted molecular design.Inspired by neural machine language translation,the deep neural network encoder extracts hidden features between molecular structures and their material properties,while the recurrent neural network decoder reconstructs the extracted features into new molecular structures having the target properties.In material design tasks,the proposed fully data-driven methodology successfully learned design rules from the given databases and generated promising light-absorbing molecules and host materials for a phosphorescent organic light-emitting diode by creating new ligands and combinatorial rules. | Kyungdoc Kim Seokho Kang Jiho Yoo Youngchun Kwon Youngmin Nam Dongseon Lee Inkoo Kim Youn-Suk Choi Yongsik Jung Sangmo Kim Won-Joon Son Jhunmo Son Hyo Sug Lee Sunghan Kim Jaikwang Shin Sungwoo Hwang | 2018 | npj Computational Materials2018，，1： | 4 |
| 2 | Tracking tremor frequency in spike trains using the extended Kalman smoother显示文摘 | Sunghan K Mcnames J | | 0，，08： | 1 |
| 3 | Shear load transfer characteristics of shafts in weathered rocks显示文摘 | SOOIL KIM SANG SEOM JEONG SUNGHAN CHO | 1999 | Journal of Geotechnical Engineering1999，125，11： | 1 |
| 4 | Automatic spike detection based on adaptive template matching for extracellular neural recordings 显示文摘 | Sunghan Kim James McNames | 2007 | Journal of Neuroscience Methods2007，165，2： | 1 |
| 5 | Toughness improvement of high-performance epoxy resin using arninated polyetherimide 显示文摘 | Sunghan Shin Jyongsik Jang | 1997 | Journal of Applied Polymer Science1997，65，： | 1 |
| 6 | Shear load transfer characters of drilled shafts in weathered rocks 显示文摘 | Sooil Kim Sangseom Jeong Sunghan Cho | 1999 | Journal of Geotechnical and Geo environmental Engineering1999，，11： | 1 |
| 7 | Im- age recognition of road surface conditions using polar- ization and wavelet transform显示文摘 | Lim Sunghan Ryu Seungki Yoon Yeohwan | 2007 | Journal of Korean So- ciety of Civil Engineers2007，27，4： | 1 |
| 8 | Morphology and electric potential-induced mechanical behavior of metallic porous nanostructures显示文摘Understanding mechanical behaviors influenced by electric potential and tribological contacts is important for verifying the robustness and reliability of applications based on metallic porous nanostructures in electrical stimulations.In this work,nickel-based metallic porous nanostructures were studied to characterize their mechanical properties and morphologically dependent contact areas during application of an electric potential using a nanoindenter.W e observed that the indentation moduli of nickel-based metallic porous nanostructures were altered by pore size and application of electric potential.In addition,the structural aspects of the surface morphology of nickel-based porous nanostructures had a critical effect on the determination of contact area.W e suggest that the relation between electric potential and the mechanical behaviors of metallic porous nanostructures can be crucial for building mechanically robust functional devices,which are influenced by electric potential.The morphological shape characteristics of metallic porous nanostructures can be alternative decisive factors for manipulation of tribological performance through regulation of contact area. | Sunghan KIM Andreas APOLYCARPOU Hong LIANG | 2020 | Friction2020，8，3： | 1 |
| 9 | An efficient production planning algorithm for multi-head surface mounting ma chines using the biological immune algorithm显示文摘 | Jeemin Hong Wonsik Lee Sunghan Lee | 2000 | International Journal of Fuzzy Systems2000，2，1： | 1 |
| 10 | Shear load transfer characteristics of drilled shafts in weathered rocks 显示文摘 | Sooil Kim Sangseom Jeong Sunghan Cho | 1999 | Geotechnical and Geoenvironmental Engineering1999，125，11： | 1 |
| 11 | An efficient production planning algorithm for multi-head surface mounting machine using the biological immune algorithm 显示文摘 | Hong Jeemin Lee Wonsik Lee Sunghan | 2000 | International Journal of Fuzzy Systems2000，2，1： | 1 |
| 12 | Shear load transfer characteristics of shafts in weathered rocks 显示文摘 | SOOIL KIM SANGSEOM JEONG SUNGHAN CHO | 1999 | Journal of geotechnical engineering1999，125，11： | 1 |
| 13 | Tracking tremor frequency in spike trainsusing the extended Kalman smoother显示文摘 | Sunghan Kim Mc Names J | 2006 | IEEE Transactions on Biomedical Engineering2006，53，8： | 1 |
| 14 | Mechanical properties of graphene oxide?silk fibroin bionanofilms via nanoindentation experiments and finite element analysis显示文摘Understanding the mechanical properties of bionanofilms is important in terms of identifying their durability.The primary focus of this study is to examine the effect of water vapor annealed silk fibroin on the indentation modulus and hardness of graphene oxide-silk fibroin(GO-SF)bionanofilms through nanoindentation experiments and finite element analysis(FEA).The GO-SF bionanofilms were fabricated using the layer-by-layer technique.The water vapor annealing process was employed to enhance the interfacial properties between the GO and SF layers,and the mechanical properties of the GO-SF bionanofilms were found to be affected by this process.By employing water vapor annealing,the indentation modulus and hardness of the GO-SF bionanofilms can be improved.Furthermore,the FEA models of the GO-SF bionanofilms were developed to simulate the details of the mechanical behaviors of the GO-SF bionanofilms.The difference in the stress and strain distribution inside the GO-SF bionanofilms before and after annealing was analyzed.In addition,the load-displacement curves that were obtained by the developed FEA model conformed well with the results from the nanoindentation tests.In summary,this study presents the mechanism of improving the indentation modulus and hardness of the GO-SF bionanofilms through the water vapor annealing process,which is established with the FEA simulation models. | Hyeonho CHO Joonho LEE Hyundo HWANG Woonbong HWANG Jin-Gyun KIM Sunghan KIM | 2022 | Friction2022，10，2： | 0 |
| 15 | High-responsivity InAs quantum well photo-FET integrated on Si substrates for extended-range short-wave infrared photodetector applications显示文摘Low-intensity light detection necessitates high-responsivity photodetectors.To achieve this,we report In_(0.53)Ga_(0.47)As∕In As∕In_(0.53)Ga_(0.47)As quantum well(InAs QW)photo-field-effect-transistors(photo-FETs)integrated on a Si substrate using direct wafer bonding.Structure of the In As QW channel was carefully designed to achieve higher effective mobility and a narrower bandgap compared with a bulk In_(0.53)Ga_(0.47)As,while suppressing the generation of defects due to lattice relaxations.High-performance 2.6 nm In As QW photo-FETs were successfully demonstrated with a high on/off ratio of 10~5 and a high effective mobility of 2370 cm^(2)∕(V·s).The outstanding transport characteristics in the InAs QW channel result in an optical responsivity 1.8 times greater than InGaAs photo-FETs and the fast rising/falling times.Further,we experimentally confirmed that the InAs QW photo-FET can detect light in the short-wavelength infrared(SWIR;1.0–2.5μm)near 2μm thanks to bandgap engineering through In As QW structures.Our result suggests that the InAs QW photo-FET is promising for high-responsivity and extended-range SWIR photodetector applications. | DAEHWAN AHN SUNGHAN JEON †HOYOUNG SUH SEUNGWAN WOO RAFAEL JUMAR CHU DAEHWAN JUNG WON JUN CHOI DONGHEE PARK JIN-DONG SONG WOO-YOUNG CHOI JAE-HOON HAN | 2023 | Photonics Research2023，11，8： | 0 |
| 16 | Cyclic Division Algebras with Non-norm Elements显示文摘在这份报纸,我们构造一些周期的部门代数学(K/F,,) 。如果 F =和 K 是一块 cyclotomic 地的子字段,我们获得一个非标准元素的一个必要、足够的条件( p p 是一个素数和 ),> p u 是 p u th 原语根统一。作为为空间时间块代码的一个应用程序,我们也构造周期的部门代数学(K/F,,) F =(i) ,, K 是子字段(4p u ) 或,并且 = 1+i。而且,我们描述所有周期的部门代数学(K/F,,) 以便 F=(i) ,, K 是子字段和 =1+i d = 2 或 4,是 Euler totient 功能,和 100 是的 p 1, p 2 不同奇怪的素数。 | Cheng, j u Li Qin Yue Sunghan Bae | 2014 | Algebra Colloquium2014，21，2： | 0 |
您所在的机构暂未开通此部分的功能，请联系管理员