Kyu Hyun Lee: шукати на сайті Z-Library

Найбільша колекція наукових статей у сіті. 70,000,000+ безкоштовних статей.

Пожертвування 15 вересня 2024 – 1 жовтня 2024

Z-Library - одна з найбільших онлайн-бібліотек у світі, в якій зберігається більше 17,000,000 книг та 84,837,000 статей. Ми намагаємось зробити літературу доступною кожному. Сьогодні (15 вересня 2024) ми відкриваємо додатковий збір пожертвувань на підтримку та розвиток проекту.

Також БЕЗЛІМТНІ завантаження (протягом 31 дня після завершення пожертвування) доступні для ВСІХ користувачів, які підтримають проект в період збору коштів до 1 жовтня 2024.

Про збір коштів Детальніше

Підтримати

Книги
Статті (500+)
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Recommending Cryptocurrency Trading Points with Deep Reinforcement Learning Approach

Sattarov, Otabek, Muminov, Azamjon, Lee, Cheol Won, Kang, Hyun Kyu, Oh, Ryumduck, Ahn, Junho, Oh, Hyung Jun, Jeon, Heung Seok

Журнал:

Applied Sciences

Рік:

2020

Мова:

english

Файл:

PDF, 1.51 MB

english, 2020

Design and implementation of a digital twin application for a connected micro smart factory

Park, Kyu Tae, Nam, Young Wook, Lee, Hyeon Seung, Im, Sung Ju, Noh, Sang Do, Son, Ji Yeon, Kim, Hyun

Журнал:

International Journal of Computer Integrated Manufacturing

Рік:

2019

Мова:

english

Файл:

PDF, 4.60 MB

english, 2019

Which foreign states support the global use of the Chinese renminbi? The international political economy of currency internationalization

Chey, Hyoung-kyu, Kim, Geun-Young, Lee, Dong Hyun

Журнал:

The World Economy

Рік:

2019

Мова:

english

Файл:

PDF, 938 KB

english, 2019

EFFECTS OF A KETO/AMINO ACID SUPPLEMENTED LOW PROTEIN DIET ON THE DELAY OF PROGRESSIEVE RENAL FAILURE IN CHRONIC KIDNEY DISEASE

Hoon Young Choi, Yong Kyu Lee, Beom Seok Kim, Hyeong Cheon Park, Sug Kyun Shin, Sung Kyu Ha, Hyun Chul Kim, Ho Yung Lee

Журнал:

Kidney Research and Clinical Practice

Рік:

2012

Мова:

english

Файл:

PDF, 84 KB

english, 2012

Insecticidal and Acetylcholine Esterase Inhibition Activity of Asteraceae Plant Essential Oils and Their Constituents against Adults of the German Cockroach ( Blattella germanica )

Yeom, Hwa-Jeong, Jung, Chan-Sik, Kang, Jaesoon, Kim, Junheon, Lee, Jae-Hyeon, Kim, Dong-Soo, Kim, Hyun-Seok, Park, Pil-Sun, Kang, Kyu-Suk, Park, Il-Kwon

Журнал:

Journal of Agricultural and Food Chemistry

Рік:

2015

Мова:

english

Файл:

PDF, 876 KB

english, 2015

Positional Relationship of Superior and Inferior Labial Artery by Ultrasonography Image Analysis for Safe Lip Augmentation Procedures

Lee, Kyu‐Lim, Lee, Hyung‐Jin, Youn, Kwan‐Hyun, Kim, Hee‐Jin

Журнал:

Clinical Anatomy

Рік:

2019

Мова:

english

Файл:

PDF, 2.25 MB

english, 2019

Digital twin-based cyber physical production system architectural framework for personalized production

Park, Kyu Tae, Lee, Jehun, Kim, Hyun-Jung, Noh, Sang Do

Журнал:

The International Journal of Advanced Manufacturing Technology

Рік:

2019

Файл:

PDF, 11.73 MB

2019

Skin rejuvenation by microneedle fractional radiofrequency treatment in Asian skin; Clinical and histological analysis

Kyu Young Seo, Moon Soo Yoon, Dong Hyun Kim, Hee Jung Lee

Журнал:

Lasers in Surgery and Medicine

Рік:

2012

Мова:

english

Файл:

PDF, 328 KB

english, 2012

Skin rejuvenation by microneedle fractional radiofrequency and a human stem cell conditioned medium in Asian skin: a randomized controlled investigator blinded split-face study

Seo, Kyu Young, Kim, Dong Hyun, Lee, Sang Eun, Yoon, Moon Soo, Lee, Hee Jung

Журнал:

Journal of Cosmetic and Laser Therapy

Рік:

2013

Мова:

english

Файл:

PDF, 552 KB

english, 2013

Non-cancer, cancer, and dermal sensitization risk assessment of heavy metals in cosmetics

Lim, Duck Soo, Roh, Tae Hyun, Kim, Min Kook, Kwon, Yong Chan, Choi, Seul Min, Kwack, Seung Jun, Kim, Kyu Bong, Yoon, Sungpil, Kim, Hyung Sik, Lee, Byung-Mu

Журнал:

Journal of Toxicology and Environmental Health Part A

Рік:

2018

Мова:

english

Файл:

PDF, 1.70 MB

english, 2018

F213. THE EFFECTS OF GROUP INTEGRATIVE ARTS THERAPY BASED ON SOCIAL SKILL TRAINING ON THE SOCIAL ADAPTIVE FUNCTION, EMPOWERMENT AND SUBJECTIVE WELL-BEING IN INPATIENTS WITH CHRONIC SCHIZOPHRENIA

Lim, Eunsung, Lee, Sang-Yeol, Bahk, Won-Myong, Yoon, Bo-Hyun, Jon, Duk-In, Kim, Moon Doo, Park, Sung-Yong, Song, Min-Kyu

Журнал:

Schizophrenia Bulletin

Рік:

2018

Мова:

english

Файл:

PDF, 46 KB

english, 2018

Blood eosinophil count as a prognostic biomarker in COPD

Oh, Yeon-Mok, Lee, Keu Sung, Hong, Yoonki, Hwang, Sung Chul, Kim, Jae Yeol, Kim, Deog Keom, Yoo, Kwang Ha, Lee, Ji-Hyun, Kim, Tae-Hyung, Lim, Seong Yong, Rhee, Chin Kook, Yoon, Hyoung Kyu, Lee, Sang Y

Журнал:

International Journal of Chronic Obstructive Pulmonary Disease

Рік:

2018

Мова:

english

Файл:

PDF, 737 KB

english, 2018

Preventive Effect of the Herbal Preparation, HemoHIM, on Cisplatin-Induced Immune Suppression

Kim, Seul-Ki, Kwon, Da-Ae, Lee, Hak Sung, Kim, Hyun Kyu, Kim, Won-Ki

Журнал:

Evidence-based Complementary and Alternative Medicine

Рік:

2019

Мова:

english

Файл:

PDF, 1.76 MB

english, 2019

Mutation spectrum of the APC gene in 83 Korean FAP families

Duck-Woo Kim, Il-Jin Kim, Hio Chung Kang, Hye-Won Park, Yong Shin, Jae-Hyun Park, Sang-Geun Jang, Byong Chul Yoo, Min Ro Lee, Chang Won Hong, Kyu Joo Park, Nahm-Gun Oh, Nam Kyu Kim, Moo Kyung Sung, Bo

Журнал:

Human Mutation

Рік:

2005

Мова:

english

Файл:

PDF, 257 KB

english, 2005

Adsorption and photocatalytic degradation of methylene blue over TiO2 films on carbon fiber prepared by atomic layer deposition

Nilay Kumar Dey, Myoung Joo Kim, Kwang-Dae Kim, Hyun Ook Seo, Dongwun Kim, Young Dok Kim, Dong Chan Lim, Kyu Hwan Lee

Журнал:

Journal of Molecular Catalysis A: Chemical

Рік:

2011

Мова:

english

Файл:

PDF, 869 KB

english, 2011

[IEEE 2010 5th IEEE International Conference on Nano/Micro Engineered and Molecular Systems (NEMS 2010) - Xiamen (2010.01.20-2010.01.23)] 2010 IEEE 5th International Conference on Nano/Micro Engineered and Molecular Systems - Fabrication of Organic/Inorganic LED device using nanocrystal quantum dots as active layer

Byoung-Ho Kang,, Do-Eok Kim,, Se-Hyuk Yeom,, Kyu-Jin Kim,, Jun-Seon Seo,, Jae-Hyun Kim,, Seong-Ho Kong,, Jung-Hee Lee,, Dae-Hyuk Kwon,, Shin-Won Kang,

Рік:

2010

Мова:

english

Файл:

PDF, 656 KB

english, 2010

A geometrical interpretation of large amplitude oscillatory shear response

Cho, Kwang Soo, Hyun, Kyu, Ahn, Kyung Hyun, Lee, Seung Jong

Журнал:

Journal of Rheology

Рік:

2005

Мова:

english

Файл:

PDF, 480 KB

english, 2005

Attention cycles and the H1N1 pandemic: a cross-national study of US and Korean newspaper coverage

Jung Oh, Hyun, Hove, Thomas, Paek, Hye-Jin, Lee, Byoungkwan, Lee, Hyegyu, Kyu Song, Sun

Журнал:

Asian Journal of Communication

Рік:

2012

Мова:

english

Файл:

PDF, 283 KB

english, 2012

Multi-polydioxanone (PDO) scaffold for forehead wrinkle correction: A pilot study

Ko, Hyun Ju, Choi, Joon Yong, Moon, Hyoung Jin, Lee, Jin Woo, Jang, Sue Im, Bae, Il-Hong, Choi, Jin Kyu, Kim, Hyuk, Park, Won-Seok, Oh, Won Jong, Choi, Sun Young, Kim, Beom Joon

Журнал:

Journal of Cosmetic and Laser Therapy

Рік:

2016

Мова:

english

Файл:

PDF, 6.12 MB

english, 2016

Cotreatment With Darbepoetin and Granulocyte Colony-Stimulating Factor Is Efficient to Recruit Proangiogenic Cell Populations in Patients With Acute Myocardial Infarction

Kang, Hyun-Jae, Yoon, Eun-Jung, Lee, Eun-Ju, Kim, Min-Kyung, Suh, Jung-Won, Park, Kyung-Woo, Lee, Hae-Young, Park, Kyoung Un, Cho, Young-Seok, Koo, Bon-Kwon, Chae, In-Ho, Choi, Dong-Ju, Han, Kyu-Sup,

Журнал:

Cell Transplantation

Рік:

2012

Мова:

english

Файл:

PDF, 221 KB

english, 2012

An Asian traditional herbal complex containing Houttuynia cordata Thunb, Perilla frutescens Var. acuta and green tea stimulates hair growth in mice

Chung, Mun Su, Bae, Woong Jin, Choi, Sae Woong, Lee, Kyu Won, Jeong, Hyun Cheoul, Bashraheel, Fahad, Jeon, Seung Hwan, Jung, Jin Woo, Yoon, Byung Il, Kwon, Eun Bi, Oh, Hyun A, Hwang, Sung Yeoun, Kim,

Журнал:

BMC Complementary and Alternative Medicine

Рік:

2017

Мова:

english

Файл:

PDF, 4.62 MB

english, 2017

Boosting the performance of Cu2O photocathodes for unassisted solar water splitting devices

Pan, Linfeng, Kim, Jin Hyun, Mayer, Matthew T., Son, Min-Kyu, Ummadisingu, Amita, Lee, Jae Sung, Hagfeldt, Anders, Luo, Jingshan, Grätzel, Michael

Журнал:

Nature Catalysis

Рік:

2018

Мова:

english

Файл:

PDF, 3.11 MB

english, 2018

Comparative study on old white porcelains produced in Gwangju (Korea) and Arita (Japan) in the 15th to 19th centuries

Katsuki, Hiroaki, Chang, Ki-Hoon, Kang, Myong-Ho, Lee, Won-Jun, Lee, Ji-Hyun, Kim, Ung-Soo, Han, Kyu-Sung, Kim, Jin-Ho, Cho, Woo-Seok, Hwang, Kwang-Taek

Журнал:

Journal of Archaeological Science: Reports

Рік:

2019

Мова:

english

Файл:

PDF, 1.91 MB

english, 2019

Improving the quality of sexual history disclosure on sex offenders: Emphasis on a polygraph examination

Jung, Sue Hyun, Jin, Min Jin, Lee, Jang-Kyu, Kim, Hee-Song, Ji, Hyung-Ki, Kim, Ki-Pyoung, Hyun, Myoung-Ho, Hong, Hyeon-Gi, Roma, Paolo

Журнал:

PLoS ONE

Рік:

2020

Файл:

PDF, 394 KB

2020

A study on the epoxy resin concrete for the ultra-precision machine tool bed

Hyun Surk Kim, Kyu Yeol Park, Dai Gil Lee

Журнал:

Journal of Materials Processing Technology

Рік:

1995

Мова:

english

Файл:

PDF, 435 KB

english, 1995

The effect of Mg0.1Zn0.9O layer thickness on optical band gap of ZnO/Mg0.1Zn0.9O nano-scale multilayer thin films prepared by pulsed laser deposition method

Ja Young Cho, Seung Wook Shin, Ye Bin Kwon, Hyun-Ki Lee, Kyu Ung Sim, Hong Seung Kim, Jong-Ha Moon, Jin Hyeok Kim

Журнал:

Thin Solid Films

Рік:

2011

Мова:

english

Файл:

PDF, 396 KB

english, 2011

Hot carrier induced device degradation in RF-nMOSFET's

Jong Tae Park, Byung Jin Lee, Dong Wook Kim, Chong Gun Yu, Hyun Kyu Yu

Журнал:

Microelectronics Reliability

Рік:

1998

Мова:

english

Файл:

PDF, 260 KB

english, 1998

Isolation and identification of phenolic compounds from an Asian pear (Pyrus pyrifoliaNakai) fruit peel

Ki Hoon Lee, Jeong-Yong Cho, Hyoung Jae Lee, Keun Young Park, Young-Kyu Ma, Sang-Hyun Lee, Jeong An Cho, Wol-Soo Kim, Keun-Hyung Park, Jae-Hak Moon

Журнал:

Food Science and Biotechnology

Рік:

2011

Мова:

english

Файл:

PDF, 244 KB

english, 2011

[IEEE 2012 IEEE International Solid- State Circuits Conference - (ISSCC) - San Francisco, CA, USA (2012.02.19-2012.02.23)] 2012 IEEE International Solid-State Circuits Conference - A 1.2V 23nm 6F2 4Gb DDR3 SDRAM with local-bitline sense amplifier, hybrid LIO sense amplifier and dummy-less array architecture

Lim, Kyu-Nam, Jang, Woong-Ju, Won, Hyung-Sik, Lee, Kang-Yeol, Kim, Hyungsoo, Kim, Dong-Whee, Cho, Mi-Hyun, Kim, Seung-Lo, Kang, Jong-Ho, Park, Keun-Woo, Jeong, Byung-Tae

Рік:

2012

Мова:

english

Файл:

PDF, 626 KB

english, 2012

The modified embedded-atom method interatomic potentials and recent progress in atomistic simulations

Byeong-Joo Lee, Won-Seok Ko, Hyun-Kyu Kim, Eun-Ha Kim

Журнал:

Calphad

Рік:

2010

Мова:

english

Файл:

PDF, 816 KB

english, 2010

Anti-dermatitis effects of oak wood vinegar on the DNCB-induced contact hypersensitivity via STAT3 suppression

Chang Seok Lee, Eun Hee Yi, Hang-Rae Kim, Sang-Rok Huh, Sang-Hyun Sung, Myung-Hee Chung, Sang-Kyu Ye

Журнал:

Journal of Ethnopharmacology

Рік:

2011

Мова:

english

Файл:

PDF, 1.15 MB

english, 2011

Depression-like state in maternal rats induced by repeated separation of pups is accompanied by a decrease of cell proliferation and an increase of apoptosis in the hippocampus

Yun-Hee Sung, Mal-Soon Shin, Sehyung Cho, Hyung-Hwan Baik, Byung-Kwan Jin, Hyun-Kyung Chang, Eun-Kyu Lee, Chang-Ju Kim

Журнал:

Neuroscience Letters

Рік:

2010

Мова:

english

Файл:

PDF, 809 KB

english, 2010

Effects of ADHD therapeutic agents, methylphenidate and atomoxetine, on hippocampal neurogenesis in the adolescent mouse dentate gyrus

Tae Hun Lee, Choong Hyun Lee, In Hye Kim, Bing Chun Yan, Joon Ha Park, Seung-Hae Kwon, Ok Kyu Park, Ji Hyeon Ahn, Jun Hwi Cho, Moo-Ho Won, Sung Koo Kim

Журнал:

Neuroscience Letters

Рік:

2012

Мова:

english

Файл:

PDF, 931 KB

english, 2012

Fabrication of sharp-needled conical polymer tip on the cross-section of optical fiber via two-photon polymerization for tuning-fork-based atomic force microscopy

Jung, Byung Je, Kong, Hong Jin, Cho, Yong-Hoon, Lee, Kyu-Seung, Park, Chung Hyun, Yang, Dong-Yol, Lee, Kwang-Sup

Журнал:

Optics Communications

Рік:

2013

Мова:

english

Файл:

PDF, 1.10 MB

english, 2013

Design of an Axial Flux Permanent Magnet Generator for a Portable Hand Crank Generating System

Lee, Ji-Young, Koo, Dae-Hyun, Moon, Seung-Ryul, Han, Choong-Kyu

Журнал:

IEEE Transactions on Magnetics

Рік:

2012

Мова:

english

Файл:

PDF, 737 KB

english, 2012

Hydroxycinnamoylmalic Acids and Their Methyl Esters from Pear ( Pyrus pyrifolia Nakai) Fruit Peel

Lee, Ki Hoon, Cho, Jeong-Yong, Lee, Hyoung Jae, Ma, Young-Kyu, Kwon, Joseph, Park, Seong Hwa, Lee, Sang-Hyun, Cho, Jeong An, Kim, Wol-Soo, Park, Keun-Hyung, Moon, Jae-Hak

Журнал:

Journal of Agricultural and Food Chemistry

Рік:

2011

Мова:

english

Файл:

PDF, 766 KB

english, 2011

Multiple Routes for Social Influence: The Role of Compliance, Internalization, and Social Identity

Richard P. Bagozzi and Kyu-Hyun Lee

Журнал:

Social Psychology Quarterly

Рік:

2002

Мова:

english

Файл:

PDF, 2.03 MB

english, 2002

Fatigue life assessment of railway rail subjected to welding residual and contact stresses

Lee, Sang-Hwan, Kim, Seung Hyun, Chang, Yoon-Suk, Jun, Hyun Kyu

Журнал:

Journal of Mechanical Science and Technology

Рік:

2014

Мова:

english

Файл:

PDF, 2.98 MB

english, 2014

Highly Sensitive and Stretchable Multidimensional Strain Sensor with Prestrained Anisotropic Metal Nanowire Percolation Networks

Kim, Kyun Kyu, Hong, Sukjoon, Cho, Hyun Min, Lee, Jinhwan, Suh, Young Duk, Ham, Jooyeun, Ko, Seung Hwan

Журнал:

Nano Letters

Рік:

2015

Мова:

english

Файл:

PDF, 7.03 MB

english, 2015

Fracture and fatigue crack growth analyses on a weld-repaired railway rail

Jun, Hyun-Kyu, Seo, Jung-Won, Jeon, Il-Sik, Lee, Sang-Hwan, Chang, Yoon-Suk

Журнал:

Engineering Failure Analysis

Рік:

2016

Мова:

english

Файл:

PDF, 3.00 MB

english, 2016

Role of oxalic acid in structural formation of sodium silicate-based silica aerogel by ambient pressure drying

Nah, Ha-Yoon, Parale, Vinayak G., Jung, Hae-Noo-Ree, Lee, Kyu-Yeon, Lim, Chang-Hyun, Ku, Yang Seo, Park, Hyung-Ho

Журнал:

Journal of Sol-Gel Science and Technology

Рік:

2017

Мова:

english

Файл:

PDF, 1.24 MB

english, 2017

Failure of monotherapy in clinical practice in patients with type 2 diabetes: The Korea National Diabetes Program

Jeon, Ja Young, Lee, Soo Jin, Lee, Sieun, Kim, Soo Jin, Han, Seung Jin, Kim, Hae Jin, Kim, Dae Jung, Kim, Young Seol, Woo, Jeong Taek, Ahn, Kyu Jeung, Nam, Moonsuk, Baik, Sei Hyun, Park, Yongsoo, Lee,

Журнал:

Journal of Diabetes Investigation

Рік:

2018

Мова:

english

Файл:

PDF, 386 KB

english, 2018

The association between satisfaction with husband's participation in housework and suicidal ideation among married working women in Korea

Lee, Sang Ah, Park, Eun-Cheol, Ju, Yeong Jun, Han, Kyu-Tae, Yoon, Hyo Jung, Kim, Tae Hyun

Журнал:

Psychiatry Research

Рік:

2018

Мова:

english

Файл:

PDF, 779 KB

english, 2018

Vasoactive Inotropic Score as a Predictor of Mortality in Adult Patients With Cardiogenic Shock: Medical Therapy Versus ECMO

Na, Soo Jin, Chung, Chi Ryang, Cho, Yang Hyun, Jeon, Kyeongman, Suh, Gee Young, Ahn, Joong Hyun, Carriere, Keumhee C., Park, Taek Kyu, Lee, Ga Yeon, Lee, Joo Myung, Song, Young Bin, Hahn, Joo-Yong, Ch

Журнал:

Revista Española de Cardiología (English Edition)

Рік:

2018

Мова:

english

Файл:

PDF, 646 KB

english, 2018

[IEEE 2018 IEEE International Solid - State Circuits Conference - (ISSCC) - San Francisco, CA, USA (2018.2.11-2018.2.15)] 2018 IEEE International Solid - State Circuits Conference - (ISSCC) - A 16Gb/s/pin 8Gb GDDR6 DRAM with bandwidth extension techniques for high-speed applications

Hwang, Kyu-Dong, Kim, Boram, Byeon, Sang-Yeon, Kim, Kyu-Young, Kwon, Dae-Han, Lee, Hyun-Bae, Lee, Geun-Il, Yoon, Sang-Sic, Cha, Jin-Youp, Jang, Soo-Young, Lee, Seung-Hun, Joo, Yong-Suk, Lee, Gang-Sik,

Рік:

2018

Мова:

english

Файл:

PDF, 1.04 MB

english, 2018

Melittin Suppresses HIF-1α/VEGF Expression through Inhibition of ERK and mTOR/p70S6K Pathway in Human Cervical Carcinoma Cells

Shin, Jae-Moon, Jeong, Yun-Jeong, Cho, Hyun-Ji, Park, Kwan-Kyu, Chung, Il-Kyung, Lee, In-Kyu, Kwak, Jong-Young, Chang, Hyeun-Wook, Kim, Cheorl-Ho, Moon, Sung-Kwon, Kim, Wun-Jae, Choi, Yung-Hyun, Chang

Журнал:

PLoS ONE

Рік:

2013

Мова:

english

Файл:

PDF, 2.85 MB

english, 2013

Self-powered data erasing of nanoscale flash memory by triboelectricity

Jin, Ik Kyeong, Park, Jun-Young, Lee, Byung-Hyun, Jeon, Seung-Bae, Tcho, Il-Woong, Park, Sang-Jae, Kim, Weon-Guk, Han, Joon-Kyu, Lee, Seung-Wook, Kim, Seong-Yeon, Bae, Hagyoul, Kim, Daewon, Choi, Yang

Журнал:

Nano Energy

Рік:

2018

Мова:

english

Файл:

PDF, 2.14 MB

english, 2018

Global Pattern of Microplastics (MPs) in Commercial Food-Grade Salts: Sea Salt as an Indicator of Seawater MP Pollution

Kim, Ji-Su, Lee, Hee-Jee, Kim, Seung-Kyu, Kim, Hyun-Jung

Журнал:

Environmental Science & Technology

Рік:

2018

Мова:

english

Файл:

PDF, 799 KB

english, 2018

Mechanical design of a sodium cooled fast reactor fuel assembly in Korea: Normal operation condition

Kim, Hyung-Kyu, Yoon, Kyung-Ho, Lee, Young-Ho, Lee, Hyun-Seung, Cheon, Jin-Sik

Журнал:

Nuclear Engineering and Design

Рік:

2019

Мова:

english

Файл:

PDF, 2.52 MB

english, 2019

Reducing GPS Error for Smart Collars Based on Animal’s Behavior

Muminov, Azamjon, Sattarov, Otabek, Lee, Cheol Won, Kang, Hyun Kyu, Ko, Myeong-Cheol, Oh, Ryumduck, Ahn, Junho, Oh, Hyung Jun, Jeon, Heung Seok

Журнал:

Applied Sciences

Рік:

2019

Мова:

english

Файл:

PDF, 2.15 MB

english, 2019