探索全球顶尖大学的研究室——研究领域与主要论文一览无余。
Professor Junhong Park's research lab specializes in dynamic structural health monitoring, smart materials, and vibration-based diagnostics using advanced signal processing and artificial intelligence. The lab focuses on developing innovative methods to assess structural integrity through vibration analysis, particularly in flexible electronics, mechanical assemblies, and automotive systems. Key research directions include the characterization of printed conductive films, real-world emission monitoring in vehicles, and AI-driven diagnostic tools for medical and mechanical applications.
Professor Young-Pil Kim's research lab specializes in the development of innovative bio/nanomaterials for biomedical applications, with a strong focus on cancer therapy and disease diagnostics. The lab pioneers advanced photodynamic therapy strategies using smart, self-illuminating systems that eliminate the need for external light, enhancing tumor targeting and reducing side effects. Key research directions include the design of bioluminescence-activated therapeutic systems, protease detection using quantum dot and gold nanoparticle-based sensing platforms, and label-free kinase and glycosylation assays via mass spectrometry imaging. The lab integrates principles of bioconjugation, nanomaterials, and molecular imaging to create sensitive, non-invasive diagnostic tools and targeted therapeutics.
Professor Chanhyuk Park's research lab specializes in membrane science and water treatment technologies, focusing on the removal and fate of microplastics and organic pollutants in water resources. The lab investigates membrane fouling mechanisms, particularly the impact of feed water chemistry and organic characteristics on fouling indices like SDI, to enhance membrane performance and longevity. Research also emphasizes the development and optimization of advanced filtration systems, including polymeric and ceramic membranes, for effective microplastic and contaminant retention in wastewater treatment plants. The lab integrates experimental modeling with practical applications to support sustainable water purification solutions.
Professor Kosuke Ino's research lab specializes in developing advanced electrochemical and microfluidic devices for biomedical applications, with a focus on high-throughput, non-invasive monitoring of cellular activities. The lab pioneers innovative chip-based systems that integrate electrochemistry with microfabrication techniques to enable real-time, label-free detection of enzyme activity, cellular respiration, and cell-cell interactions. Key research directions include 3D cell culture platforms, bipolar electrode systems for scalable electrochemical sensing, and dielectrophoresis-based cell patterning for controlled biological assays.
Professor Seonguk Seo's research lab specializes in advancing robust and fair machine learning through innovative deep learning techniques. The lab focuses on domain generalization, federated learning, and bias mitigation—particularly in scenarios with limited or no supervision—by developing novel normalization strategies, contrastive learning frameworks, and information-theoretic bias measurement. A key emphasis is placed on improving model generalization, fairness, and uncertainty calibration in real-world, data-heterogeneous environments.
Professor Jongeun Choi's research lab specializes in intelligent sensing systems, spatio-temporal modeling, and machine learning for biomedical and physical systems. The lab develops self-organizing multi-agent systems that adaptively learn and predict complex spatio-temporal processes using noisy sensor data, with applications in healthcare, environmental monitoring, and biomechanics. A key focus is on interpretable artificial intelligence (XAI) for clinical decision support, particularly in osteoporosis risk screening, and on integrating physical priors—such as those from growth and remodeling models—into data-driven frameworks. The lab also explores biological regulation mechanisms in reproductive physiology, particularly autophagy in luteal cells, through computational and systems biology approaches.
Professor Seungjun Kim's research lab specializes in advanced structural and electronic systems, focusing on flexible electronics, smart infrastructure monitoring, and dynamic structural behavior under extreme conditions. The lab develops innovative memory technologies such as flexible resistive random access memory (RRAM) and explores structural health monitoring for civil infrastructures like cable-stayed bridges and submerged floating tunnels. Research spans from nanoscale device fabrication using laser lift-off techniques to large-scale structural analysis using discrete-element and finite-element methods. The lab emphasizes practical applications in resilient infrastructure and next-generation electronic systems.
Professor Jina Kim's research lab focuses on interdisciplinary studies at the intersection of technology, mental health, and social well-being. The lab explores the application of artificial intelligence and signal processing to detect mental health conditions through digital behavior, such as social media posts, while also investigating human-centered technologies that foster emotional connection, such as bio-sensing devices for remote intimacy. Additionally, the lab engages in critical socio-cultural analysis of disability and globalization, and contributes to engineering solutions through precise modeling of functional materials like piezoelectric ceramics. These diverse yet interconnected research directions reflect a commitment to both technological innovation and social impact.
Professor Yong-Ho Choa's research lab specializes in the design, synthesis, and application of advanced nanomaterials for next-generation electronic and sensing devices. The lab focuses on developing low-cost, high-performance nanomaterials such as graphene, metal oxides, and chalcogenide nanostructures through innovative fabrication techniques like inkjet printing, electrospinning, and plasma-assisted synthesis. Key research directions include the development of flexible, wearable, and room-temperature gas sensors for environmental and industrial safety, with a strong emphasis on enhancing electrical conductivity, interfacial adhesion, and sensitivity using tailored nanostructures and surface engineering. The lab also explores scalable and eco-friendly synthesis methods for functional nanoparticles, particularly for energy and sensing applications.
Professor Koichi Chida's research lab specializes in radiation protection and dose optimization in interventional radiology and fluoroscopy-guided procedures. The lab focuses on quantifying patient and staff radiation exposure, evaluating dose metrics such as dose-area product (DAP), fluoroscopy time, and entrance skin dose, and developing practical strategies to minimize radiation risks. Key research directions include optimizing imaging protocols, improving dosimetry practices using multiple dosimeters, and addressing the unique challenges of radiation exposure in pediatric interventional procedures and interventional laboratories. The lab emphasizes clinical implementation of radiation safety measures to prevent deterministic and stochastic radiation injuries.
Professor Yongtaek Hong's research lab specializes in the development of stretchable, flexible, and wearable electronic systems with a focus on advanced materials and innovative fabrication techniques. The lab pioneers novel approaches for creating highly sensitive, low-voltage, and mechanically robust pressure sensors, stretchable electrodes, and active electronic components using elastomeric substrates and conductive composites. Key research directions include the integration of nanomaterials such as silver nanowires and PEDOT:PSS into functional devices, with applications in electronic skins, wearable sensors, and stretchable displays. The lab emphasizes scalable, low-cost fabrication methods like inkjet printing and transfer printing to enable practical deployment of next-generation flexible electronics.
Professor Cheol-Woong Yang's research lab specializes in advanced materials science with a focus on nanomaterials, surface passivation, and thin film technologies for next-generation electronic and energy devices. The lab investigates facet-dependent surface passivation in perovskite solar cells, the development of ultrathin diffusion barriers for advanced copper interconnects, and the microstructural characterization of materials using advanced electron microscopy techniques. Their work bridges fundamental surface science with practical applications in renewable energy and microelectronics.
Professor Kosuke Motoki's research lab specializes in consumer behavior, sensory perception, and neuro-marketing, with a focus on how sensory cues—such as visual attention, sound, temperature, and taste—shape consumer preferences and decision-making. The lab investigates cross-modal correspondences, particularly between sound and taste, and explores the neural and psychological mechanisms underlying automatic attention, food evaluation, and social sharing of content. It also examines the role of scientific literacy and perception in health-related behaviors, such as vaccine acceptance during public health crises. Using neuroimaging and behavioral experiments, the lab bridges cognitive science and marketing to understand implicit consumer responses.
Professor Đoàn Văn Bình's research lab specializes in hydrological and environmental dynamics in large river deltas, with a primary focus on the Mekong Delta in Vietnam. The lab investigates the impacts of climate change, hydropower development, and anthropogenic activities—such as dam construction, sand mining, and land-use changes—on flow regimes, sediment transport, salinity intrusion, and river morphology. Advanced modeling techniques, remote sensing, and machine learning are central to analyzing spatiotemporal changes and improving flood and drought risk assessment in deltaic systems.
Professor Yu Mori's research lab focuses on bone metabolism and fracture repair, with a particular emphasis on the cellular and molecular mechanisms underlying osteoclast function and regulation. The lab investigates key signaling pathways, such as those involving DAP12 and RANKL/M-CSF, in bone homeostasis and fracture healing. Clinical translational research is also a major component, examining surgical outcomes and perioperative complications in elderly patients with hip fractures, especially in relation to comorbidities like rheumatoid arthritis and advanced age.
Professor Takhee Lee's research lab specializes in organic and 2D material-based electronic devices, with a focus on next-generation flexible and printable memory technologies. The lab explores fundamental charge transport mechanisms in molecular and organic electronic junctions, particularly through advanced nanofabrication techniques like mechanically controllable break junctions. Key research directions include the development of high-density, non-volatile organic resistive memory devices, hybrid 1D–1R architectures for cross-talk-free memory arrays, and graphene-based electrodes for flexible and transparent electronics. The lab also investigates the integration of these materials into three-dimensional and flexible device platforms for future wearable and implantable electronics.
Professor Meeyoung Cha's research lab focuses on understanding the dynamics of information diffusion, user influence, and social network behavior in online social media and user-generated content platforms. The lab investigates how content spreads across networks, with an emphasis on viral marketing, rumor propagation, and the role of structural and temporal features in shaping online influence. Using large-scale data from platforms like Twitter, YouTube, and IPTV systems, the lab combines empirical analysis with statistical modeling to uncover patterns in user engagement and content dissemination. Their work bridges sociology, computer science, and data science to study real-world social dynamics in digital environments.
Professor Sae Yun Kwon's research lab specializes in mercury biogeochemistry, focusing on the isotopic behavior of mercury in aquatic ecosystems. The lab investigates mercury sources, transformation processes, and trophic transfer dynamics using stable mercury isotope signatures (both mass-dependent and mass-independent fractionation). Key research directions include understanding mercury cycling in estuaries, paddy systems, and marine food webs through controlled feeding experiments and field-based isotope analyses.
Professor Jong-San Chang's research lab specializes in the design and functionalization of metal-organic frameworks (MOFs) and related porous materials for sustainable energy and environmental applications. Key research directions include the development of site-selective functionalization strategies for MOFs like MIL-101(Cr) and Zr-based MOFs, with a focus on enhancing catalytic activity in biomass conversion and carbon capture. The lab also explores advanced MOFs for water sorption and dehumidification, emphasizing hierarchical porosity and thermal stability. Additionally, they investigate transition metal-based nanocomposites for efficient catalytic upgrading of biomass-derived feedstocks under mild conditions.
Professor Chae-Ok Yun's research lab specializes in cancer immunotherapy, focusing on the development of oncolytic adenoviruses as multifunctional platforms to enhance antitumor immune responses. The lab pioneers gene-based strategies that co-deliver immune-stimulating molecules such as IL-12, IL-18, 4-1BBL, and GM-CSF to activate T cells and natural killer cells, while overcoming immunosuppressive tumor microenvironments. A key focus is combining oncolytic virotherapy with immunogenic cell death inducers and dendritic cell vaccination to amplify systemic antitumor immunity. The lab also explores novel synthetic polypeptides that trigger immunogenic cell death through ER stress and mitochondrial disruption.
