جست‌وجوی استاد و پژوهشگر

• Structural Engineering
• Finite Element Analysis
• Seismic Analysis and Design
• +۵ مورد دیگر

Anant Kukreti is a Professor in the School of Energy, Environmental, Biological and Medical Engineering at the University of Cincinnati's College of Engineering and Applied Science, where he has served since 2010. He also serves as Director for Engineering Outreach for the College of Engineering and Applied Science (since 2006) and previously served as Head of the Department of Civil and Environmental Engineering (2000-2006). Prior to joining the University of Cincinnati, he was a professor at the University of Oklahoma from 1978-2000, where he held positions as Professor (1989-2000), Associate Professor (1984-1989), and Assistant Professor (1978-1984). He also served as Acting Director of the College of Engineering at the University of Oklahoma (1996-1999). Ph.D. in Civil Engineering with Structural Mechanics specialization from University of Colorado Boulder (1977) M.Eng. in Structural Engineering from Asian Institute of Technology Bangkok (1973) B.S. from University of Roorkee, India (1968) Dr. Kukreti's research spans both technical and educational domains. Technically, his expertise includes finite element analysis and experimental studies of structural systems, behavior and design of steel connections, seismic analysis and design, sub-structuring analysis procedures, small-scale modeling, and constitutive modeling. Educationally, he has developed programs to increase recruitment and retention of underrepresented students in engineering, created pathways for research and graduate school for undergraduate students, and developed seamless PK-17 pathways programs for STEM education. His work has significantly impacted both structural engineering research and engineering education. Dr. Kukreti's publication record demonstrates a consistent focus on structural engineering fundamentals, particularly steel connections and seismic behavior. In recent years, he has increasingly focused on engineering education research, with numerous publications on teacher training, K-12 STEM outreach, and programs to increase diversity in engineering. His work bridges the gap between advanced structural engineering research and practical educational applications, making complex engineering concepts accessible to students at all levels. Instructional Technology Excellence Award (1999) ASME Fluke Corporation Award for Innovation in Laboratory Instruction (1998) ASME Midwest Section Outstanding Teaching Award (1997) Samuel Roberts Noble Foundation Presidential Professorship (1996-2000) UC Distinguished Engineering Research Award (2007) David Ross Boyd Professorship (2000) Dr. Kukreti has successfully mentored numerous graduate students, including doctoral candidate Yatendra Rajapaksa and master's students Abbas Iranmanesh and Adbul H. Shammaa. He has secured substantial research funding as Principal Investigator on numerous NSF grants totaling millions of dollars, with recent projects focusing on engineering education, STEM outreach, and structural engineering research. His grant portfolio includes the NSF I-Corps L project on teacher training, multiple S-STEM and STEP grants for student recruitment and retention, and REU/RET sites for undergraduate and teacher research experiences. His work has established sustainable programs that continue to impact engineering education at the University of Cincinnati and beyond. Dr. Kukreti pioneered the development of small-scale structural behavior laboratories for teaching dynamic behavior of structures to undergraduate students. His educational innovations include virtual laboratory modules for strength of materials courses and experimental courses that demonstrate earthquake effects on building structures. These hands-on learning environments have become integral to engineering education at both the University of Oklahoma and University of Cincinnati, providing students with practical experience in structural dynamics and aseismic design procedures.

Andreea Serbescuمشاهده پروفایل

مدرس ارشد

• Civil and Structural Engineering
• FRP Reinforcement
• Concrete Strengthening
• +۵ مورد دیگر

Dr Andreea Serbescu is a Senior Lecturer in the Department of the Natural and Built Environment at Sheffield Hallam University. She holds a PhD in Civil and Structural Engineering from The University of Sheffield. Her research focuses on innovative materials for concrete rehabilitation, sustainable construction practices, and FRP reinforcement systems. Key areas include durability of FRP-to-concrete bonds, bamboo reinforcement in temporary structures, and circular economy strategies in construction. She is actively involved in international research networks like the European Network for Composite Reinforcement (En-Core) and the International Federation for Structural Concrete (fib). Education: PhD in Civil and Structural Engineering, The University of Sheffield. Research Interests: Rehabilitation of concrete structures using advanced composites, sustainable construction materials, BIM technologies for deconstruction, and FRP durability. Her work emphasizes minimizing environmental impact while ensuring structural safety and economic efficiency. Publications: Recent contributions highlight advancements in circular economy practices and BIM-driven deconstruction, building on earlier work in FRP material characterization and testing protocols for bond strength. Her publications span journals like Journal of Composites for Construction and Composites Part B , as well as conferences such as APFIS and ACIC. Other Activities: STEM Ambassador inspiring young people in Science, Technology, Engineering, and Mathematics (STEM).

Anna Troisiمشاهده پروفایل

مدرس ارشد

• Creative Computing
• Sound Art and Performance
• Data-Driven Art
• +۷ مورد دیگر

Anna Troisi is a Senior Lecturer and Reader in Creative Computing and Equitable Futures at the Creative Computing Institute (CCI) of the University of the Arts London (UAL). Her interdisciplinary work bridges technology, human interaction, and creative expression, with a focus on equitable futures. She holds a PhD in Computer Science Engineering (Nanotechnology) from the University of Salento and a Laurea in Computer Science from the University of Bologna. Her academic roles include Deputy Chair of UAL’s Research Ethics and Knowledge Exchange Sub-Committee, Acting Program Director at CCI, and member of the UKRI IAC. Education: PhD, Computer Science Engineering (Nanotechnology), University of Salento, 2006–2009 Laurea (BSc+MSc equivalent), Computer Science, University of Bologna, 2004 Pg Cert Education Practice, Bournemouth University, 2016 Research Interests: Design for Change framework, computational ethics, environmental data sonification, sound art, and non-violent communication methodologies. Her work addresses social and environmental challenges through interdisciplinary collaborations, such as the Coastal Aural Archive project in Kenya and the CEDAR citizen science app. Grants: Transforming the Gap: Inclusive Digital Arts and Humanities Research Skills (DAReS) CoLab (AHRC, 2023–2024) Rising from the Depths: Coastal Aural Archive of Spaces and Time (AHRC, 2019–2020) Awards: National Teaching Fellow (2024) UAL Student Experience Award (2022) Bournemouth University Faculty Hero Award (2018) Labs & Collaborations: Leads projects at CCI, collaborating with international artists and institutions like the California Academy of Sciences. Her work explores sonic cyberfeminism and participatory design for equitable futures.

Laurel Goodwinمشاهده پروفایل

استاد

• Fault Mechanics
• Earthquake Recurrence
• Shear Zone Dynamics
• +۴ مورد دیگر

Laurel Goodwin is a Professor in the Department of Geology at the University of Wisconsin–Madison. Her research investigates crustal deformation processes across brittle-ductile transitions, employing field mapping, microstructural analysis, isotopic dating, and petrological methods to understand fault mechanics, earthquake recurrence, and fluid-rock interactions in shear zones. Her research focuses on: Mechanics of faulting and earthquake recurrence quantification Strain localization and partitioning in major crustal shear systems Timing and thermal history of deformation in fault zones Petrophysical controls on deformation mechanisms and permeability Fluid-fault interactions and fabric development in brittle-ductile systems Her publications (2019-2024) predominantly explore fault zone hydromechanics, fracture healing processes, and geochemical signatures of fluid flow. Research methodologies integrate field studies with advanced analytical techniques including U-Th dating, electron backscatter diffraction, and discrete fracture network modeling to quantify deformation processes across temporal and spatial scales. Current graduate advisees include Matthew Aleksey and Kaitlyn Crouch.

John Chenمشاهده پروفایل

دانشیار

• Bacteriology
• Microbiology
• Antibiotic Resistance
• +۴ مورد دیگر

Associate Professor John Chen is affiliated with the Department of Microbiology and Immunology at the National University of Singapore (NUS), within the Yong Loo Lin School of Medicine. His research focuses on understanding the genetic mechanisms enabling Staphylococcus aureus to evolve and spread antibiotic resistance and virulence factors through bacteriophages and pathogenicity islands. He leads the Bacterial Pathogenicity Lab, investigating how lateral transduction and phage-mediated genetic transfer drive bacterial adaptation. Education: BA, PhD Key Research Themes: Horizontal gene transfer, antibiotic resistance, S. aureus pathogenesis, bacteriophage biology. Recent work includes groundbreaking studies on genome hypermobility via lateral transduction (Science, 2018) and dual pathogenicity island transfer (Cell, 2023). His lab explores how phages and chromosomal islands facilitate bacterial evolution, with implications for public health and antibiotic development. He has published extensively in high-impact journals such as Science , Cell , and ISME Journal . Research highlights include identifying novel mechanisms of gene transfer and characterizing phage-induced pathogenicity islands in Gram-positive bacteria. Labs/Teams: Dr. Chen’s lab at NUS focuses on microbial pathogenesis and genetic adaptation, collaborating with international teams to advance understanding of bacterial evolution and virulence.

Matthew Pritchardمشاهده پروفایل

استاد

• Geophysics
• Glaciology
• Geodesy
• +۴ مورد دیگر

Matthew Pritchard is a Professor in the Department of Earth and Atmospheric Sciences at Cornell University's College of Engineering, where he also serves as Director of the Institute for the Study of the Continents (INSTOC). His research focuses on measuring changes in Earth's shape and modeling processes such as earthquakes, volcanoes, groundwater shifts, landslides, and glacial movements using satellite remote sensing techniques. Education: B.A. in Physics, University of Chicago (1997) M.S. in Geophysics, California Institute of Technology (2000) Ph.D. in Geophysics & Seismology, California Institute of Technology (2003) Research Focus: Pritchard's work integrates optical/radar satellite data with geophysical modeling to study crustal deformation, volcanic systems, and ice-mass changes. His interdisciplinary approach bridges tectonics, glaciology, and subsurface energy systems, with recent emphasis on global volcanic monitoring and hazard assessment. Publication Trends: Recent articles demonstrate advanced applications of multi-sensor satellite data (SAR, thermal, DEMs) for quantifying eruptive processes, modeling magmatic systems, and developing automated detection algorithms. Comparative planetary volcanology and glacial-volcanic interactions represent emerging themes. Awards & Honors: Geodesy Section Award, AGU (2015) Kavli Frontiers of Science Fellow (2015) National Earthscope Speaker (2012) Editor's Citation for Excellence, AGU (2013) President-Elect, AGU Geodesy Section (2020) Leadership & Grants: Leads NASA-funded volcanic ash impact studies ($1.4M) and serves on the National Volcano Early Warning System Advisory Committee. Coordinates diversity initiatives like the Cornell GeoPaths program and engineering doctoral recruitment for underrepresented groups. Facilities: Directs INSTOC where his team develops methodologies for satellite-based hazard monitoring and maintains collaborative networks with global volcanic observatories.

Arpad Horvathمشاهده پروفایل

استاد

• Life Cycle Assessment
• Infrastructure Systems
• Construction Materials
• +۵ مورد دیگر

Arpad Horvath is the Lawrence E. Peirano Professor of Civil and Environmental Engineering at the University of California, Berkeley, where he heads the Energy, Civil Infrastructure and Climate Graduate Program. He also directs the Transportation Sustainability Research Center and the Engineering and Business for Sustainability Certificate Program. An elected member of the U.S. National Academy of Engineering and National Academy of Construction, his research focuses on life-cycle environmental assessment of infrastructure systems. Education: Ph.D. in Civil Engineering, Carnegie Mellon University (1997) M.S. in Civil Engineering, Carnegie Mellon University (1995) Dipl.Eng. in Civil Engineering, Technical University of Budapest, Hungary (1993) Research Interests: Professor Horvath specializes in life-cycle assessment (LCA) of civil infrastructure, including transportation systems, buildings, water networks, and construction materials. His work integrates environmental management, sustainability metrics, and green design principles to evaluate system-wide environmental impacts. Key focus areas include reducing greenhouse gas emissions in built environments, developing decision-support tools for sustainable infrastructure, and analyzing food-energy-water nexus challenges. Publication Trends: His recent articles (2022-2024) demonstrate strong focus on decarbonization strategies for buildings and infrastructure, air quality modeling, sustainable material innovation, and urban agriculture systems. Methodologically, they emphasize life-cycle assessment frameworks, uncertainty quantification, and multi-objective optimization to address climate change and environmental justice challenges. Awards and Honors: Member, U.S. National Academy of Engineering Member, National Academy of Construction Laudise Prize (International Society for Industrial Ecology) Walter L. Huber Civil Engineering Research Prize UC Berkeley Chancellor's Sustainability Award Excellence in Review Award (Environmental Science & Technology) Three top-three papers in Environmental Science & Technology (2008, 2011, 2012) NSF CAREER Award Academic Leadership: He has advised 18+ Ph.D. students and postdoctoral researchers. Current research projects include NSF-funded work on environmental justice in transportation planning and USDA-supported studies on urban agriculture. As Editor-in-Chief of Environmental Research: Infrastructure and Sustainability, he leads scholarly discourse on sustainable infrastructure solutions. Institutional Roles: He directs the Transportation Sustainability Research Center and Consortium on Green Design and Manufacturing, facilitating cross-disciplinary collaboration on sustainability challenges. His laboratories focus on life-cycle assessment methodologies and infrastructure sustainability modeling.

• Structural Engineering
• Resilience Engineering
• Multihazard Risk Analysis
• +۷ مورد دیگر

Eyitayo Ademola Opabola is an Assistant Professor in the Civil and Environmental Engineering Department at the University of California, Berkeley. His research combines Structural Engineering, Reliability Theory, Statistics, and Hazard Science to solve complex engineering problems affecting civil infrastructure systems. He has extensive experience in large-scale field and laboratory testing of structural components and systems, nonlinear analysis of structures, multihazard risk analysis, and building-level and community-level resilience quantification. Education Ph.D., Civil Engineering - University of Auckland, New Zealand, 2020 M.S., Structural Engineering - Voronezh State University of Architecture and Civil Engineering, Russia, 2015 B.E., Civil and Industrial Engineering - Voronezh State University of Architecture and Civil Engineering, Russia, 2013 Dr. Opabola's research focuses on both high- and low-income communities across North America, Europe, Oceania, Asia, and Africa. His work centers on three major themes: (a) how future building codes can address resilience, sustainability, and durability under extreme loading events and changing climate; (b) how natural hazards interact and impact civil infrastructure systems and communities, especially marginalized communities; (c) innovative ideas on rehabilitation and adaptive reuse of buildings to meet net-zero goals. His group has developed a repairability-based design approach for structural systems that is being adopted by design guidelines in the US and New Zealand, a probabilistic framework for simulating multi-hazard scenarios, and resilience quantification models for various infrastructure systems. His publication record demonstrates strong focus on practical applications of resilience engineering, with recent papers examining post-disaster recovery trajectories, multihazard risk modeling, and seismic design innovations. The research spans theoretical development, experimental validation, and real-world implementation across diverse geographical contexts. Scientific Awards 2023 Shah Family Innovation Prize 2022 Marie Curie Individual Post-Doctoral Research Fellowship 2021 University of Auckland Vice-Chancellor Award for top PhD theses 2020 University of Auckland Doctor of Philosophy Dean's list of excellence 2019 New Zealand Society of Earthquake Engineering Research award Dr. Opabola has secured funding from multiple prestigious sources including United Kingdom Research and Innovation (UKRI), European Commission, National Research Council Canada, Federal Emergency Management Agency (FEMA), and the World Bank. His research group actively collaborates with stakeholders to translate technical findings into practical disaster mitigation policies. Current projects investigate repairability-based design approaches, life-cycle carbon emission optimization, and multi-hazard interaction frameworks that account for climate change impacts. His laboratory work spans large-scale structural testing, nonlinear analysis, and field investigations across multiple continents, with a particular focus on developing methodologies applicable to both developed and developing contexts. The group's work on multihazard scenario generation and resilience quantification has direct applications for infrastructure owners, policymakers, and emergency management agencies worldwide.

Domenico Giardiniمشاهده پروفایل

استاد

• Seismology
• Geodynamics
• Earth's mantle and core structure
• +۷ مورد دیگر

Domenico Giardini is a Full Professor at the Department of Earth and Planetary Sciences, ETH Zurich , since 1997. He holds a doctorate in Physics from the University of Bologna (1987) and has held academic positions at Harvard University, National Institute of Geophysics in Rome, and University of Rome III. Giardini has directed the Swiss Seismological Service (until 2011) and the Swiss Competence Center for Energy Research – Supply of Electricity (SCCER-SoE). Born: March 19, 1958, Bologna, Italy Education: PhD in Physics, University of Bologna Current Roles: Full Professor, ETH Zurich President, International Association of Seismology & Physics of the Earth Interior (IASPEI) Co-PI, ESA Pathfinder & NASA InSight missions Research Interests span seismology, geodynamics, planetary seismology (Mars), gravitational wave detection, and induced seismicity. His work integrates deep earthquake dynamics, Earth's mantle/core structure, and seismic hazard assessment. Recent Publications focus on Mars impact events, LISA Pathfinder magnetic noise, Rotondo granite stress anisotropy, and BedrettoLab hydraulic experiments, reflecting his interdisciplinary expertise in geophysics and space missions. Scientific Leadership includes coordinating projects for the European Commission, UNESCO, UN, NASA, ESA, and OECD. He co-founded the Global Earthquake Model initiative and directed the UN/IDNDR Global Seismic Hazard Assessment Program. Advising has resulted in over 60 PhD theses completed under his supervision at ETH Zurich since 2010. His grants include Magnetotelluric investigation of active rifting and geothermal resources in Ethiopia (ETH-02 19-1).

Jennifer Jacksonمشاهده پروفایل

استاد

• Mineral Physics
• Deep Earth Processes
• Planetary Interiors
• +۳ مورد دیگر

Jennifer Jackson serves as the William E. Leonhard Professor of Mineral Physics and Vice Provost at the California Institute of Technology within the Division of Geological and Planetary Sciences. She leads research at Caltech's Seismological Laboratory, focusing on deep Earth and planetary interior processes through experimental and observational approaches. Her educational background includes: B.S. from University of Illinois, Urbana-Champaign (1999) M.S. from University of Notre Dame (2000) Ph.D. from University of Illinois (2005) Jackson's research investigates mineral behavior under extreme planetary conditions, utilizing diamond-anvil cells, infrared lasers, and synchrotron x-ray techniques. She examines how chemical complexity in minerals shapes Earth's interior dynamics from the core to volcanic systems, with recent expansion into balloon-based infrasound detection for Venus exploration. Her work bridges mineral physics, geophysics, and planetary science to understand seismic wave propagation, phase transitions, and planetary evolution. Recent publications reveal consistent focus on high-pressure mineral properties of iron-bearing compounds and planetary analog studies, with strong emphasis on experimental innovation and cross-disciplinary applications for terrestrial and extraterrestrial environments. No specific scientific awards were documented in the provided materials. Jackson actively mentors graduate students including Eli Bird, Ojashvi Rautela, Ben Strozewski, Rebecca Wipfler, and Cijin Zhou. Her research group maintains significant collaborations with NASA's Jet Propulsion Laboratory and colleagues across Caltech's Seismological Laboratory, particularly with faculty members Mike Gurnis, Zhongwen Zhan, and Zachary Ross on deep Earth dynamics projects. The Jackson Lab operates advanced experimental facilities for high-pressure mineral physics and develops novel geophysical techniques like balloon-deployed seismometers. This work occurs within Caltech's Division of Geological and Planetary Sciences alongside postdoctoral researchers including Wei Mao, focusing on multi-scale analysis of planetary interior structures through combined experimental, observational, and modeling approaches.

Charikleia Stouraمشاهده پروفایل

پژوهشگر

• Structural Health Monitoring
• Railway Infrastructure
• Dynamical Systems
• +۳ مورد دیگر

Charikleia Stoura is a Researcher at the Chair of Structural Mechanics and Monitoring within the Department of Civil, Environmental and Geomatic Engineering at ETH Zürich . Her work focuses on leveraging data from traversing trains to monitor railway infrastructure, including tracks and bridges. Diploma : Civil Engineering, National Technical University of Athens (2015) Ph.D. : Civil and Environmental Engineering, Hong Kong University of Science and Technology (2021) Postdoctoral Fellowships : ETH Zürich (2022), Marie Skłodowska-Curie Global (2024) Her research integrates Bayesian filtering , data-driven modeling , and on-board sensor networks to develop cost-effective solutions for continuous structural health monitoring (SHM) of transport infrastructure. This includes applications for rail roughness profiling and bridge modal identification using vibration data from trains. Key publication themes include: Imitation learning from observation for input estimation Vehicle-bridge interaction analysis under seismic loads Markov-Chain Monte Carlo Bayesian parameter tuning Virtual sensing techniques for railway infrastructure Reduced-order modeling for rail roughness identification Notable scientific awards include: ETH Zürich Postdoctoral Fellowship Marie Skłodowska-Curie Global Postdoctoral Fellowship

• Sustainable Transport Systems
• Energy Economics
• Environmental Economics
• +۳ مورد دیگر

Dr. Truong Truong is an Honorary Professor of Sustainable Transport Systems at the University of Sydney’s Institute of Transport and Logistics Studies. He holds degrees in electrical engineering, economics, law, and a PhD in economics. His career spans academia and industry, including roles as a Visiting Associate Professor at Purdue University and a Marie Curie Fellow at the German Institute for Economic Research (DIW). He has also been a Fellow at the Hanse Wissenschaftskolleg Institute for Advanced Study in Germany. Research interests include sustainable transport systems, energy-economy-environment modeling, computable general equilibrium analysis, climate change mitigation strategies, and transport infrastructure policy. His work bridges theoretical economic frameworks with applied policy analysis, particularly in the context of global trade and environmental sustainability. Key achievements include contributions to congestion modeling, electricity sector technology substitution, and the integration of discrete choice models into spatial economic analysis. His publications span journals like Energy Economics and Journal of Transport Geography , alongside conference proceedings and book chapters. He has received prestigious fellowships, including the Marie Curie International Incoming Fellowship and a residency at the Hanse Wissenschaftskolleg. His research has informed policy debates on transport infrastructure, climate change adaptation, and sustainable energy systems.

• Structural Engineering
• Seismic Design
• Earthquake Engineering
• +۳ مورد دیگر

Professor Martin Williams, FIStructE CEng FICE, holds the position of Pro-Vice-Chancellor (Education) at the University of Oxford and is a Professor in the Department of Engineering Science. He is affiliated with New College as a David Clarke Fellow. His research focuses on the dynamic behavior of structures under seismic, wind, and human-induced loads, with emphasis on structural control systems, seismic retrofitting, and human-structure interaction. Williams earned his BSc and PhD in Civil Engineering from the University of Bristol in the 1980s. After industry experience in structural design, he joined Oxford in 1989 and was promoted to Professor in 2008. His leadership roles include advancing educational strategies at the university level and pioneering collaborative research initiatives. His research interests span seismic performance assessment, damper placement optimization, and experimental methodologies for structural dynamics. He has contributed to advancements in real-time hybrid testing systems, distributed laboratory networks, and the design of energy dissipation devices. Williams' work integrates interdisciplinary approaches, such as combining historical structural analysis (e.g., Roman vaulted monuments) with modern engineering challenges. His projects frequently involve international collaboration, exemplified by contributions to the SERIES virtual database and the CELESTINA-SIM framework for distributed testing. Key technical areas include: aeroelastic bridge stability control, crowd-structure interaction analysis (e.g., grandstand dynamics), and the development of robust algorithms for system observability in large-scale engineering systems.

Kevin Lewisمشاهده پروفایل

استاد

• Planetary Geology
• Planetary Geophysics
• Mars Climate History
• +۳ مورد دیگر

Kevin Lewis is the Morton K. Blaustein Vice Chair and Professor in the Department of Earth and Planetary Sciences at The Johns Hopkins University. His research focuses on planetary geophysics, with a particular emphasis on Mars' geological and climatic history. Lewis investigates sedimentary rocks and their records of past climate and habitability, as well as planetary lithospheres using magnetic, gravity, and topography data sets. Education: PhD in Earth & Planetary Sciences from the California Institute of Technology (Caltech). Research interests span Martian sedimentology, aeolian processes, planetary surface evolution, and the integration of rover and orbital data to understand Martian geology. His work includes analyzing Gale Crater's layered deposits, assessing methane dynamics in Mars' atmosphere, and developing drilling technologies for lunar ice mining. Lewis has contributed to missions like OSIRIS-REx and VIPER, focusing on sample return and in-situ resource utilization. His recent articles highlight studies on Mars' stratigraphic unconformities, methane cycling mechanisms, and rover-based observations of dust and sediment transport. He also explores challenges in extraterrestrial terrain navigation for robotic missions. Lewis' interdisciplinary approach combines field geology, remote sensing, and computational modeling to advance understanding of planetary environments. No scientific awards or grants are explicitly listed in the provided texts, though his extensive publication record indicates sustained research engagement. He collaborates on projects involving NASA missions and planetary exploration technology development.

• Scientific Machine Learning
• Deep Learning
• Computational Imaging
• +۵ مورد دیگر

Youzuo Lin is an Associate Professor at the School of Data Science and Society (SDSS), University of North Carolina at Chapel Hill. Previously, he served as a Senior Scientist at Los Alamos National Laboratory (2010–2024). He holds a Ph.D. in Applied and Computational Mathematics from Arizona State University (2010). His research focuses on scientific machine learning (AI for Science), deep learning, and computational methods applied to medical imaging (e.g., ultrasound tomography, brain imaging), geoscience (subsurface imaging, CO2 sequestration), and seismology (earthquake detection). He leads projects like OpenFWI and EFWI benchmark datasets for seismic inversion, BrainPuzzle for ultrasound brain imaging, and EarthquakeGen for earthquake simulation using GANs. Recent work emphasizes hybrid physics-driven and data-driven approaches, including physics-informed data augmentation and diffusion models for FWI. His methods address challenges such as narrow data acquisition apertures, limited training datasets, and computational efficiency in resource-constrained environments. He co-developed Edge-InversionNet for edge device inference and contributed to quantum algorithms for geoscience problems. Lin’s research has been applied to carbon sequestration monitoring, medical diagnostics, and geophysical exploration. He is an editorial board member of the IEEE Open Journal of Signal Processing and actively contributes to Kaggle competitions (e.g., Geophysical Waveform Inversion). His group welcomes Ph.D. students, interns, and visiting researchers. Openings emphasize expertise in machine learning, computational physics, and domain-specific applications.