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 Sangkyun Lee's research lab specializes in interdisciplinary studies at the intersection of bioorganic chemistry, neuroscience, and computational data science. The lab investigates natural compounds—particularly monoterpenoids—for their pesticidal and phytotoxic properties, focusing on their potential as eco-friendly pest control agents. Concurrently, the lab explores advanced machine learning and signal processing techniques, especially support vector machines and multivariate analysis, to decode brain activity and understand cerebral reorganization during skill learning. Additionally, the lab develops efficient computational algorithms, particularly for large-scale and streaming data, with applications in compressed sensing and GPU-accelerated computing.
Professor Donghyun You's research lab specializes in computational fluid dynamics and turbulence modeling, with a strong focus on unsteady flows in turbomachinery and boundary layer dynamics. The lab investigates tip-leakage flows, vortical structures, and cavitation mechanisms in axial and centrifugal turbomachines using advanced large-eddy simulation (LES) techniques. Key research directions include the development of dynamic subgrid-scale models, the effects of geometric parameters (e.g., tip-gap size), and the influence of surface properties such as hydrophobicity on flow separation, drag, and pressure fluctuations. The lab also develops innovative numerical methods, including immersed boundary techniques on curvilinear grids, to simulate complex flow-structure interactions with high fidelity.
Professor Yonghan Ahn's research lab focuses on sustainable construction and building innovation, with a strong emphasis on green building practices, Building Information Modeling (BIM) adoption, and the integration of sustainability across the construction lifecycle. The lab investigates organizational transformation, stakeholder collaboration, and competency development needed to advance sustainable design and construction in the U.S. construction industry. Research also explores the balance between environmental performance and user experience in sectors like hospitality, particularly in green hotel design. The lab’s work bridges industry needs with academic training, targeting improved education, recruitment, and implementation strategies for sustainable construction.
Professor Seongmin Park's research lab specializes in interdisciplinary applications of machine learning and advanced materials, focusing on sustainable and intelligent systems. The lab explores flexible electronics through innovative substrate designs that enhance mechanical durability, while also advancing food safety via hyperspectral imaging and machine learning for non-destructive meat quality assessment. Additionally, the lab contributes to natural language processing by developing unsupervised dialogue summarization techniques and improving sequence modeling in text generation. The research integrates data-driven methods with physical and behavioral modeling to solve real-world challenges in health, safety, and materials science.
Professor Jaiyoung Ryu's research lab specializes in fluid dynamics and multiphase flow phenomena, with a strong focus on high-speed transportation systems such as the Hyperloop. The lab investigates aerodynamic drag, shockwave interactions, and compressible flow behavior in near-vacuum environments, integrating numerical simulations and theoretical modeling. Key research directions include unsteady compressible flow, pressure wave propagation, and the impact of geometric and operational parameters on system performance. The lab also explores hemodynamic modeling in cerebral circulation, applying one-dimensional blood flow models coupled with autoregulatory mechanisms.
Professor Soon-Yong Kwon's research lab specializes in the controlled synthesis, growth mechanisms, and application of two-dimensional (2D) van der Waals materials, with a strong focus on transition metal dichalcogenides (TMDs), graphene, and MXenes. The lab investigates metal–organic chemical vapor deposition (MOCVD) and vapor-phase growth techniques to achieve large-area, low-defect 2D films with precise thickness control and tailored electronic properties. Key research directions include understanding nucleation and growth dynamics, engineering substrate interactions to open band gaps, and developing scalable methods for uniform 2D material deposition on functional substrates. The lab also explores applications in next-generation electronics, optoelectronics, and energy devices such as fuel cells and neuromorphic computing.
Professor Youngjib Ham's research lab specializes in advancing digital twin technologies and data-driven methodologies for intelligent infrastructure and building management. The lab focuses on integrating visual sensing, IoT data, and machine learning to enable real-time monitoring, diagnostics, and decision support for urban and building systems. Key research directions include thermographic analysis for energy performance assessment, personalized thermal comfort modeling using wearable sensors, and the development of cost-informed retrofit decision frameworks for existing buildings.
Professor Yongju Kim's research lab specializes in the design and self-assembly of functional nanostructures with a focus on toroidal and 2D chiral architectures, dynamic nanopores, and stimuli-responsive materials. The lab integrates supramolecular chemistry, materials science, and data-driven methodologies to develop advanced materials for applications in molecular recognition, chiroptical devices, and biomimetic transport systems. Key research directions include the rational construction of porous and tunable nanostructures, dynamic pore switching, and the application of machine learning to link microstructure with macroscopic properties.
Professor Deok Hyun Han's research lab specializes in urological interventions and molecular urology, focusing on minimally invasive treatments for nephrolithiasis and the underlying cellular mechanisms of male hormone action in vascular function. The lab investigates advanced endourological techniques such as retrograde intrarenal surgery (RIRS) with high-power laser lithotripsy, as well as the role of ion channels in urological and vascular pathophysiology. Their work bridges clinical outcomes with molecular signaling, particularly testosterone’s modulation of potassium channels and calcium homeostasis in smooth muscle. The lab also explores palliative therapies for malignant urological obstructions, emphasizing safety and efficacy in real-world clinical settings.
Professor Jae-Won Oh's research lab specializes in environmental and clinical immunology, focusing on the impact of airborne allergens—particularly pollen—on respiratory health and allergic diseases. The lab investigates the epidemiology, seasonal patterns, and climate-driven changes in pollen distribution and their correlation with allergic sensitization, especially in children. Research also extends to viral interactions with the immune system, examining how pollen exposure may modulate antiviral responses, including those to SARS-CoV-2. The lab integrates large-scale environmental monitoring with clinical immunology to improve allergy forecasting and public health strategies.
Professor Wang-Yuhl Oh's research lab specializes in advanced optical imaging technologies, with a focus on developing high-speed, high-sensitivity wavelength-swept lasers and novel optical coherence tomography (OCT) systems for biomedical applications. The lab pioneers innovations in polarization-sensitive and full-field optical coherence microscopy, enabling high-resolution, deep-tissue imaging for in vivo diagnostics in cardiology, dermatology, and endoscopy. Key research directions include the design of compact, fiber-compatible imaging systems using spatially incoherent illumination and polygon-based wavelength tuning for real-time, clinical-grade imaging. The lab's work bridges photonics engineering and clinical medicine, aiming to translate cutting-edge optical technologies into practical tools for early disease detection and tissue characterization.
Professor Jieun Yu's research lab focuses on the intersection of technology, education, and human well-being, with a strong emphasis on innovative educational technologies and their impact on physical and mental health. The lab explores the application of emerging technologies such as the metaverse, online and virtual learning environments, and location-based social networking services in educational and therapeutic contexts. Research directions include the development of effective online and immersive learning models, particularly in physical education and special needs populations, as well as the psychological and physiological effects of pandemic-related disruptions on adolescents. The lab also investigates the role of technology in enhancing user engagement, perceived value, and behavioral outcomes in digital platforms.
Professor Jun Young Kim's research lab specializes in the development of advanced polymer nanocomposites and functional materials for energy conversion and storage applications. The lab focuses on enhancing the performance of lithium-ion batteries, perovskite solar cells, and polymer solar cells through innovative material design, including plasma modification of polymers, nanofillers (such as CNTs, silica, and ZnO nanoparticles), and doping strategies in metal oxides. Key research directions include improving interfacial adhesion, thermal stability, and charge transport properties via controlled nanocomposite fabrication and kinetic analysis of thermal decomposition. The lab emphasizes scalable, low-cost processing techniques such as melt compounding and sol-gel deposition for practical device integration.
Professor Sungchul Bae's research lab specializes in advanced materials science with a focus on sustainable and functional materials for biomedical, construction, and energy applications. The lab investigates biodegradable magnesium alloys for implantable medical devices, cement-based materials for environmental remediation and structural performance, and nano-engineered composites for enhanced mechanical and electrochemical properties. Key research directions include the design of multifunctional nanomaterials, understanding atomic-scale structural evolution in hydration processes, and developing materials for energy storage and pollution control.
Professor Dae Chul Jung's research lab specializes in diagnostic and interventional radiology, with a strong focus on medical imaging technologies and their applications in urological and genitourinary diseases. The lab investigates advanced imaging techniques such as CT, ultrasonography, and dual-energy CT to improve the diagnosis and classification of renal and penile pathologies, including renal masses, erectile dysfunction, and cystic lesions. A key research direction involves leveraging machine learning and quantitative imaging features to enhance the accuracy of differential diagnosis in renal tumors, such as distinguishing focal parenchymal angiomyolipoma from clear cell renal cell carcinoma. The lab also explores radiation dose optimization and image reconstruction methods to improve the detection of subtle pathologies like small renal cysts.
Professor Woojae Kim's research lab specializes in the fundamental photophysics and excited-state dynamics of organic semiconductors, with a focus on charge transfer, energy migration, and singlet fission in tailored molecular architectures. The lab investigates how molecular structure—particularly in quadrupolar dyes, perylene bisimide dimers, and pentacene-based covalent dimers—affects electronic and structural dynamics in real time. Using advanced ultrafast spectroscopic techniques such as time-resolved fluorescence, impulsive stimulated Raman spectroscopy, and Bayesian adaptive psychophysics, the lab deciphers the interplay between electronic transitions, solvent effects, and structural reorganization. Their work bridges molecular design with functional applications in optoelectronics, photovoltaics, and biomedical imaging.
Professor Chunggi Baig's research lab specializes in computational materials science and molecular dynamics simulations, focusing on the design and characterization of advanced functional materials inspired by biological systems. The lab investigates hierarchical and gradient-structured materials—particularly for applications in flexible electronics, tactile sensing, and antifouling coatings—by leveraging nonequilibrium molecular dynamics to understand complex rheological and mechanical behaviors at the molecular level. Key research directions include the development of bioinspired electronic skins, stress and electron transfer control in gradient materials, and the synthesis and simulation of stimuli-responsive polymers such as PEG-based block copolymers with enhanced surface properties.
Professor Marco Comuzzi's research lab focuses on service-oriented computing, with a strong emphasis on service management, quality of service (QoS) negotiation, and service-level agreement (SLA) governance in dynamic and heterogeneous environments. The lab investigates the automation and maturity of Big Data analytics, Web service composition, and context-aware service selection to support adaptive, multi-channel service provisioning. Key research directions include the development of frameworks for SLA establishment and monitoring, QoS contract management, and the integration of non-functional requirements into service orchestration and selection processes.
Professor Yoon-Ho Hong's research lab specializes in clinical and translational neuroscience, with a focus on neuromuscular disorders, inherited and metabolic neuropathies, and autoimmune disorders of the neuromuscular junction. The lab investigates electrophysiological biomarkers such as the motor unit number index (MUNIX) for neurodegenerative diseases like amyotrophic lateral sclerosis (ALS), explores the pathophysiology of mitochondrial and enzymatic deficiencies (e.g., dihydrolipoamide dehydrogenase deficiency), and examines neurological complications of viral infections and vaccines, including post-infectious and post-vaccinal Guillain-Barré syndrome. The lab also contributes to understanding cerebrovascular disorders, such as moyamoya disease, and autoimmune conditions like myasthenia gravis, particularly in Asian populations.
Professor Eun Young Kim's research lab focuses on the molecular mechanisms underlying circadian rhythms, with a particular emphasis on post-translational modifications such as phosphorylation and O-GlcNAcylation in regulating the core clock proteins like PERIOD and CLOCK. The lab investigates the roles of kinases, including DBT/CKIε, and enzymes like O-GlcNAc transferase in controlling the timing, stability, and subcellular dynamics of these proteins to set the pace of the circadian clock. Additionally, the lab explores the regenerative potential of mesenchymal stem cells derived from amniotic fluid and amniotic membrane, highlighting their therapeutic applications in tissue engineering and regenerative medicine. The integration of circadian biology with stem cell biology and medical imaging further expands the lab’s translational impact in human health and disease.
