ソウル大学、KAIST、延世大学など韓国QSトップ10大学の研究室情報です。
Professor Sungwon Han's research lab specializes in advancing data-driven solutions for societal challenges through innovative machine learning and AI techniques. The lab focuses on developing reliable methods for economic development measurement using satellite imagery, advancing federated learning with robust defense mechanisms against data poisoning, and enhancing fairness in machine learning through self-supervised representation learning. Key research directions include AI for social good, trustworthy and fair AI, and scalable intelligent systems for real-world applications.
Professor Jin Woo Choi's research lab specializes in brain-computer interfaces (BCIs) and human-computer interaction, with a focus on developing non-invasive neural signal analysis systems for individuals with motor disabilities. The lab explores real-time neural signal processing using EEG and EOG to enable intuitive control of assistive technologies, such as brain-controlled mobility systems and drone navigation. By integrating immersive virtual reality and electroencephalography, the lab investigates how embodied mental imagery and environmental feedback enhance motor imagery-based BCI performance. The research also extends to real-time human action recognition using computer vision for surveillance and rehabilitation applications.
Professor Jin Sook Yoon's research lab focuses on the pathophysiology of Graves' orbitopathy (GO), with a central emphasis on understanding the roles of oxidative stress, inflammation, and fibrosis in orbital fibroblasts. The lab investigates natural compounds such as quercetin for their anti-inflammatory and anti-fibrotic effects, aiming to develop novel therapeutic strategies for GO. Additionally, the lab explores clinical ophthalmic conditions such as meibomian gland dysfunction in patients with ocular prostheses and rare complications of cosmetic procedures, including vascular occlusion from dermal fillers. Their work bridges molecular mechanisms with clinical ophthalmology, particularly in autoimmune and inflammatory orbital diseases.
Professor Joon Sang Lee's research lab specializes in advanced materials and interfacial phenomena, focusing on nanoscale interactions, energy storage systems, and biological molecular recognition. The lab investigates fundamental mechanisms in protein-ligand binding, rheology of complex fluids, and the dynamics of wetting and friction at the nanoscale. Key applications include improving battery performance through enhanced sodium wetting, developing predictive models for biomedical diagnostics using computational fluid dynamics, and advancing understanding of stomatal regulation in CAM plants for sustainable agriculture. The lab combines molecular dynamics simulations, experimental techniques like frictional force microscopy, and data-driven modeling to address challenges in materials science and biophysics.
Professor Daniela Călina's research lab focuses on the pathophysiological role of oxidative stress in chronic diseases, including cancer, diabetes, neurodegenerative disorders, and polycystic ovary syndrome (PCOS). The lab investigates the therapeutic potential of natural compounds—particularly bioactive phytochemicals like genistein and other secondary plant metabolites—in preventing and treating these conditions through antioxidant, anti-inflammatory, and hormonally modulating mechanisms. A key research direction involves evaluating the preclinical and clinical evidence for plant-derived molecules, with an emphasis on their bioavailability, mechanisms of action, and repurposing potential in metabolic and endocrine disorders. The lab also explores the role of environmental and epigenetic factors in disease onset and progression.
Professor Kwang-Ho Kwon's research lab specializes in plasma materials processing and advanced thin film semiconductor technologies, with a focus on developing high-performance oxide semiconductors and optimizing plasma etching processes for next-generation optoelectronic and display devices. The lab investigates atomic layer deposition of ultra-thin, crystalline transparent oxide semiconductors such as In₂O₃ and Al:InZnSnO for transparent thin-film transistors and phototransistors, while also exploring reactive ion etching mechanisms for silicon-based and noble metal materials using various fluorocarbon and halogen-based gas mixtures. A key strength lies in the integration of in situ plasma diagnostics, surface characterization (e.g., XPS), and modeling to understand and control plasma chemistry and surface reactions at the atomic level.
Professor Byoung-Kyong Min's research lab specializes in non-invasive neuromodulation and functional brain mapping, focusing on the application of low-intensity pulsed focused ultrasound (FUS) to selectively modulate neurotransmitter systems and neural activity in the brain. The lab investigates the neurophysiological mechanisms underlying epilepsy, consciousness, and cognitive performance, with particular emphasis on the thalamus and its role as a neural hub. Using multimodal approaches including microdialysis, EEG, and wavelet analysis, the lab explores how brain network organization—especially the rich-club architecture—supports cognitive functions and contributes to neurological disorders.
Professor Seungkwon You's research lab focuses on regenerative medicine and stem cell biology, with a particular emphasis on amniotic fluid-derived mesenchymal stem cells (AF-MSCs) and their paracrine mechanisms in tissue repair and regeneration. The lab investigates how hypoxia enhances the therapeutic potential of MSC-conditioned media, explores exosome-mediated regulation of inflammatory and trophoblast cell functions, and develops in vitro tumor microenvironment models using decellularized extracellular matrix. Additionally, the lab examines the neurotoxic and cellular effects of environmental compounds like BHA on human astrocytes, linking oxidative stress to cell cycle regulation and signaling pathways.
Professor Praveen Sathiyamoorthi's research lab specializes in the development and characterization of advanced structural materials, with a primary focus on high- and medium-entropy alloys (HEAs and MEAs). The lab investigates microstructure-property relationships in these multi-principal element alloys, emphasizing microalloying, severe plastic deformation (such as high-pressure torsion), and thermomechanical processing to achieve exceptional combinations of strength, ductility, and high-temperature stability. Key research directions include phase stability, precipitation strengthening, and density optimization through spark plasma sintering, with applications in high-performance engineering components.
Professor Bongyoung Yoo's research lab specializes in the design, synthesis, and application of functional nanomaterials using template-directed electrodeposition and microfabrication techniques. The lab focuses on developing advanced nanowires—such as bismuth antimony telluride superlattices, nickel, iron-based, and magnetic nanowires—with precise control over composition, structure, and morphology for applications in thermoelectrics, spintronics, and biomedical devices. By integrating nanofabrication with materials engineering, the lab advances scalable and cost-effective methods for creating high-performance nanodevices with tailored functionalities. The research also extends into microfabricated drug delivery systems, leveraging precision manufacturing for targeted therapeutic applications.
Professor Namhun Kim's research lab specializes in advanced manufacturing technologies, with a strong focus on additive manufacturing (3D/4D printing), smart materials, and intelligent process optimization. The lab explores innovative applications of shape memory polymers in 4D printing, develops decision-support tools for multi-objective process planning in AM, and investigates defect detection using data-driven methods such as KNN with dynamic time warping. Additionally, the lab contributes to the advancement of multi-phase electric drives and the quantification of manufacturing complexity in mixed-model assembly systems.
Professor Sunmi Lee's research lab specializes in mathematical and computational modeling of infectious disease dynamics, with a focus on understanding the impact of human behavior, climate change, and population movement on the transmission of vector-borne and respiratory diseases such as dengue fever and MERS-CoV. The lab employs advanced modeling techniques—including agent-based modeling, two-patch models, and climate-informed epidemic simulations—to explore intervention strategies and public health planning under uncertainty. A key emphasis is placed on integrating real-world data and individual-level heterogeneity to improve the accuracy and policy relevance of disease forecasts.
Professor Yeon June Kang's research lab specializes in the development and application of advanced finite element modeling techniques for poroelastic materials, particularly in the context of sound absorption and noise control. The lab focuses on integrating elastic porous material theories—primarily Biot’s theory—into structural-acoustic coupled simulations to predict and optimize sound transmission loss and absorption performance in complex geometries such as waveguides, ducts, and axisymmetric structures. Key research directions include the accurate modeling of interface dynamics between porous materials, air, and structural components, as well as the design of optimized acoustic treatments like foam wedges and layered systems for vibro-acoustic applications. The lab also emphasizes inverse modeling and dynamic property identification for critical components such as bushings in vehicle structures to improve road noise reduction strategies.
Professor Byung-Jae Kang's research lab specializes in regenerative medicine and tissue engineering, with a primary focus on mesenchymal stem cells (MSCs) derived from various sources—such as adipose tissue, bone marrow, umbilical cord blood, and Wharton’s jelly—for bone and cartilage repair. The lab investigates novel biomaterials, including Matrigel, alginate microbeads, collagen I gel, and gelatin nanofibers, to enhance stem cell survival, differentiation, and therapeutic efficacy in orthotopic and in vivo models. A key research direction involves optimizing cell delivery systems and scaffolds to improve tissue regeneration in osteoarthritis and critical-sized bone defects. The lab integrates in vitro differentiation assays with in vivo animal models, particularly canine and rabbit models, to translate findings toward clinical applications.
Professor Jin Mo Goo's research lab specializes in thoracic radiology and medical imaging, focusing on the accurate diagnosis and characterization of pulmonary lesions using advanced imaging techniques such as FDG-PET and CT. The lab investigates the radiological features of benign and malignant lung nodules, including ground-glass nodules and tuberculomas, with an emphasis on improving diagnostic accuracy and reducing overdiagnosis. Key research directions include nodule volume measurement optimization, the role of imaging biomarkers in lung adenocarcinoma, and the identification of radiological signs associated with underlying lung diseases such as emphysema and tracheal diverticula. The lab's work bridges clinical radiology and pathological outcomes, aiming to enhance patient management through precise imaging interpretation.
Professor Won-Ki Cho's research lab specializes in live-cell imaging and super-resolution microscopy to investigate the dynamic organization of transcription machinery and chromatin architecture in mammalian cells. The lab focuses on understanding how phase-separated transcriptional condensates, mediated by proteins like Mediator and RNA polymerase II, regulate gene expression and genome topology. Key research directions include the role of CTCF in chromatin looping, the functional coupling of Pol II clustering to mRNA synthesis, and the impact of cytoskeletal regulators like Katnal2 on brain development and neurodevelopmental disorders. The lab uniquely combines CRISPR-based endogenous labeling with advanced imaging to study these processes in living cells with high spatial and temporal resolution.
Professor Christopher Seungkyu Lee's research lab focuses on translational biomedical research with a strong emphasis on ophthalmology, surgical outcomes, and molecular mechanisms underlying disease progression. The lab investigates genetic regulation in human diseases, particularly alternative splicing and vascular endothelial growth factor (VEGF) signaling, in conditions such as glaucoma and retinal disorders. Clinical studies are also a key component, examining anatomical and functional predictors of surgical success in ophthalmic procedures, including glaucoma drainage implantation and orbital fracture repair. The lab integrates molecular diagnostics with clinical imaging and outcomes research to identify biomarkers and improve patient stratification and treatment planning.
Professor Jung Hyun Kim's research lab specializes in the development of advanced functional materials for energy and biomedical applications, with a strong focus on organic and hybrid nanomaterials. The lab pioneers innovative synthesis and processing techniques for conjugated polymers, carbon nanotubes, and graphene-based nanocomposites to enhance thermoelectric performance, enabling flexible, transparent, and efficient energy conversion devices. Additionally, the lab explores surface-modified nanoparticles for targeted drug delivery, emphasizing precise control over surface chemistry for improved biocompatibility and therapeutic efficacy. Their work bridges materials science, nanotechnology, and sustainable energy solutions.
Professor Myung-Ki Kim's research lab specializes in nanophotonics, plasmonics, and 2D materials, with a focus on designing and fabricating ultra-small, high-performance nanodevices for extreme light confinement, nonlinear optics, and electromagnetic interference (EMI) shielding. The lab pioneers advanced plasmonic nanoantennas with sub-10 nm gaps to achieve unprecedented field enhancement and single-particle detection, while also exploring the unique electromagnetic properties of MXenes—especially Ti₃C₂Tₓ—for applications in nonlinear optics, sensing, and high-frequency EMI shielding. Their work bridges fundamental nanoscale physics with practical device integration, emphasizing solution-processable, ultrathin, and stable materials for next-generation optoelectronic and communication technologies.
Professor Sung Won Han's research lab specializes in statistical modeling and data analytics with a focus on real-world applications in healthcare surveillance, gene regulatory networks, corporate innovation, and spare parts demand forecasting. The lab develops advanced statistical and machine learning methods—such as CUSUM, EWMA, and adaptive Lasso—for detecting anomalies, modeling complex dependencies, and improving forecasting accuracy in high-dimensional or data-scarce environments. A recurring theme is the integration of theoretical rigor with practical industrial and public health challenges, particularly in handling discrete data, limited historical observations, and causal inference in observational data. The lab also emphasizes methodological innovation to support decision-making in manufacturing, logistics, and biomedical systems.
