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 Tomoki Machida's research lab specializes in quantum nanoscience and 2D materials, focusing on the manipulation and detection of quantum states in low-dimensional systems. The lab explores van der Waals heterostructures, nuclear spin control via hyperfine interactions, and quantum transport in integer and fractional quantum Hall systems. Key research directions include the development of novel Josephson junctions using van der Waals contacts, coherent control of local nuclear spins, and the impact of defects and impurities on quantum device performance.
Professor Aitaro Kato's research lab specializes in active fault dynamics, earthquake nucleation, and the role of fluids in subduction zones. The lab focuses on high-resolution seismicity analysis using advanced techniques such as waveform cross-correlation and matched-filter detection to uncover hidden foreshocks, slow-slip transients, and fluid-driven seismicity. Their work bridges observational seismology with tectonic processes, particularly in subduction zones like those in Japan and Chile, to understand the precursory signals of large earthquakes. They also investigate the interplay between fluid migration, metamorphic dehydration, and seismic quiescence or activation in seismogenic zones.
Professor Haruko Takeyama's research lab specializes in microbial biotechnology and synthetic biology, focusing on the metabolic engineering of microorganisms for the sustainable production of high-value compounds such as antioxidants (e.g., vitamins C, E, and beta-carotene) and omega-3 fatty acids (e.g., EPA). The lab develops advanced single-cell genomics techniques, including droplet-based multiple displacement amplification, to overcome challenges in genome coverage and bias during whole-genome amplification. They also apply molecular markers and comparative genomics to study genetic diversity and evolutionary relationships in marine fish species, particularly tuna. The lab’s interdisciplinary approach bridges synthetic biology, environmental microbiology, and bioproduction.
Professor Eun Kyoung Choi's research lab specializes in pediatric and family health, with a focus on improving quality of life for children with neurodevelopmental and neurological conditions such as Down syndrome and spina bifida. The lab investigates family resilience, bowel management, and psychosocial outcomes, emphasizing patient- and family-centered care, quality of life, and the role of healthcare providers in promoting optimism and effective support. Research directions include long-term outcomes of medical interventions, such as sacral nerve stimulation (TAI), and the impact of community and family support systems.
Professor Inwhee Joe's research lab specializes in energy-efficient wireless communication systems, intelligent network management, and context-aware computing for emerging mobile and IoT environments. The lab focuses on optimizing energy consumption in sensor networks, cognitive radio systems, and hybrid wireless networks through advanced prediction algorithms and machine learning techniques. Key research directions include energy harvesting for IoT devices, dynamic network selection with power-aware handover mechanisms, and explainable AI for deep learning in critical applications. The lab also explores trajectory-based user behavior modeling for personalized next-POI recommendations using graph- and sequence-aware deep learning models.
Professor Alam Zeb's research lab specializes in advanced drug delivery systems, with a primary focus on nanotechnology-based formulations to enhance the solubility, stability, and bioavailability of poorly water-soluble and biopharmaceutical drugs. The lab develops innovative lipid-based and nanocrystalline delivery systems—such as solid lipid nanoparticles and nanocrystals—to enable controlled release and targeted delivery, particularly for neuroprotective and anti-rheumatic therapies. Their work also explores biomarkers like NLR and PLR in chronic inflammatory conditions, integrating pharmaceutical science with clinical translational research. The lab emphasizes both in vitro and in vivo evaluation of novel formulations to support therapeutic efficacy and safety.
Professor Jae-Yoon Jung's research lab specializes in intelligent systems and data-driven process analytics, focusing on business process management, edge computing for smart manufacturing, and advanced data mining techniques for industrial and urban applications. The lab develops innovative methodologies for process clustering, fault detection in smart factories using edge devices, and imbalanced data classification in quality control. It also explores integrated analysis of human mobility and urban spatial patterns using big data from transportation systems. The research emphasizes practical applications in smart manufacturing, process optimization, and urban informatics through the integration of AI, IoT, and process-aware information systems.
Professor Masahiro Watanabe's research lab specializes in climate dynamics and atmospheric-oceanic interactions, with a focus on understanding large-scale climate variability and teleconnections. The lab investigates phenomena such as the El Niño–Southern Oscillation (ENSO), the North Atlantic Oscillation (NAO), and decadal climate changes using advanced general circulation models (GCMs) and linear baroclinic models. A key emphasis is placed on the role of atmospheric-oceanic feedbacks, moist convection, and surface heat fluxes in shaping regional and global climate patterns. The lab also contributes to the development of climate models, such as MIROC, to improve climate simulation and prediction capabilities.
Professor Tomoki Nakamura's research lab specializes in planetary science and cosmochemistry, focusing on the mineralogical and chemical analysis of pristine extraterrestrial materials returned from asteroids and comets. The lab investigates the formation processes, thermal evolution, and aqueous alteration histories of primitive meteorites and interplanetary dust particles, using advanced analytical techniques such as synchrotron X-ray diffraction and electron microscopy. Key research directions include understanding the origins of chondrules, the role of water in early asteroidal processes, and the thermal and chemical processing of primitive materials in the early inner and outer Solar System.
Professor Hitoshi Kurose's research lab focuses on cellular signaling mechanisms, particularly the role of G protein-coupled receptors and their regulatory proteins in cellular responses. The lab investigates the molecular mechanisms of pertussis toxin action, including ADP-ribosylation of Gαi/o proteins and its impact on second messengers like cAMP and cGMP. A key research direction involves understanding the pathophysiological roles of myofibroblasts and signaling pathways such as TGF-β in fibrosis, especially in cardiac and liver tissues. The lab also explores allosteric regulation of enzymes like guanylate cyclase by ATP and other nucleotides, highlighting novel regulatory mechanisms in signal transduction.
Professor Akira Miura's research lab specializes in the design and synthesis of advanced functional materials, particularly intermetallic nanoparticles and complex oxynitrides, for sustainable energy applications. The lab focuses on developing high-performance electrocatalysts for fuel cell reactions—such as formic acid and methanol oxidation, and the oxygen reduction reaction—through precise control of composition, structure, and surface chemistry. By combining solid-state synthesis, in situ characterization techniques, and first-principles thermodynamic modeling, the lab aims to understand and engineer reaction pathways at the atomic level to enhance catalytic activity and stability.
Professor Michiie Sakamoto's research lab specializes in hepatocellular carcinoma (HCC) biology and clinical oncology, with a focus on understanding the tumor immune microenvironment, molecular subtypes, and prognostic factors in liver cancer. The lab investigates the pathobiological diversity of HCC, including non-B, non-C HCC, and the impact of tumor rupture on staging and survival. Utilizing large-scale national surveys and translational models, the lab aims to improve patient stratification, refine staging systems, and develop better preclinical tools for pancreatic and liver cancers.
Professor Jeong Ho Lee's research lab focuses on understanding the molecular and cellular mechanisms underlying neurodevelopmental disorders, with a particular emphasis on ciliopathies, brain somatic mosaicism, and mTOR-related epileptogenesis. The lab integrates genomics, stem cell modeling, and advanced neural interface technologies to dissect disease mechanisms and develop innovative diagnostic and therapeutic strategies. Key research directions include the role of primary cilia in brain development, the detection of somatic mutations in cerebrospinal fluid, and the application of optogenetics and transparent neural electronics for high-precision neural monitoring.
Professor Jung Kim's research lab specializes in bio-integrated sensing and human-machine interaction, focusing on developing biomimetic materials and wearable technologies for healthcare and robotics. Key research directions include stretchable and biocompatible sensors (e.g., hydrogel-elastomer hybrids and microneedle patches) for long-term electrophysiological monitoring, haptic communication in virtual environments, and mechanical cell lysis using nanostructured microfluidic devices. The lab also explores artificial immune systems for cybersecurity and non-invasive force estimation using surface EMG, emphasizing real-world applicability in rehabilitation and human-robot interaction.
Professor Eun-Kyung Lim's research lab specializes in the development of smart theranostic nanomaterials for precision medicine and environmental safety. The lab focuses on designing pH-responsive and stimuli-sensitive nanocarriers for targeted cancer therapy, integrating magnetic resonance imaging (MRI) with drug delivery to enable real-time monitoring and optimization of treatment. Additionally, the lab develops colorimetric and fluorescent nanoprobes for rapid detection of biological and environmental threats, including cancer biomarkers, biogenic amines in spoiled food, and pathogens like African swine fever virus. The overarching goal is to create multifunctional nanosystems that enhance diagnostic accuracy, therapeutic efficacy, and patient safety.
Professor Jinyoung Han's research lab specializes in the intersection of data science, artificial intelligence, and real-world societal and health challenges. The lab focuses on leveraging machine learning and natural language processing to analyze large-scale social media data for understanding human behavior, emotional dynamics during crises like the COVID-19 pandemic, and the spread of misinformation. In healthcare, the lab develops deep learning models—particularly convolutional neural networks—for medical image classification, aiming to improve early diagnosis and classification of retinal diseases such as neovascular age-related macular degeneration and central serous chorioretinopathy. The lab also investigates user behavior in social curation platforms like Pinterest, exploring content sharing, user engagement, and personalization.
Professor Hyoung-Goo Kang's research lab focuses on the intersection of corporate strategy, sustainability, and technological innovation, with a strong emphasis on non-market strategies, corporate social responsibility (CSR), and the role of emerging technologies such as blockchain in enhancing organizational transparency and governance. The lab explores how firms can create shared value through strategic initiatives like supplier relationship management and social responsibility, particularly in the context of regional development and stakeholder trust. It also investigates behavioral responses to environmental factors—such as weather—on consumer behavior, and examines the impact of digital transformation on sectors including agriculture and non-profit organizations. The lab’s work integrates economic modeling, empirical analysis, and case studies to understand the strategic and societal implications of innovation and risk management in modern enterprises.
Professor Yasunari Matsuzaka's research lab specializes in regenerative medicine and molecular toxicology, with a focus on extracellular vesicles (EVs) and their roles in tissue repair and disease progression. The lab investigates the regulatory mechanisms of EV release and cargo loading—particularly myomiR-containing EVs—in muscular dystrophies such as Duchenne muscular dystrophy (DMD), using both in vitro and in vivo models. A key direction involves leveraging computational approaches, including deep learning, to predict toxicological outcomes and drug responses, especially in the context of nuclear receptor activation (e.g., CAR) and endocrine disruption. The lab also explores the integration of computer vision and AI technologies to enhance biomedical image analysis and biomarker discovery.
Professor Jun Aida's research lab focuses on the intersection of oral health, aging, and social determinants of health in older populations, particularly in the Japanese context. The lab investigates how dental status, social networks, and community social capital influence functional disability, mortality, and chronic disease outcomes. Key research directions include the role of oral health in preventing major age-related health decline and the impact of social context on health disparities across the lifespan.
Professor Tom J. L. C. Bakx's research lab specializes in high-redshift galaxy astrophysics, focusing on the formation and evolution of early galaxies during the Epoch of Reionization. Using advanced submillimeter and millimeter wave observations from ALMA, Herschel, and other facilities, the lab investigates the interstellar medium, dust properties, and star formation in distant, luminous galaxies. A key emphasis is on detecting and characterizing [C II] and [O III] emission lines to probe the physical conditions in primeval galaxies and to verify their redshifts through spectroscopic follow-up of JWST candidates.
