Ghassan AlRegib

Ghassan AlRegib

Ghassan AlRegib

Professor
Center Director

Professor AlRegib is currently a professor in the School of Electrical and Computer Engineering at the Georgia Institute of Technology. He is the director of the Multimedia and Sensors Lab (MSL) at Georgia Tech. In 2012, he was named the director of Georgia Tech’s Center for Energy and Geo Processing (CeGP). He is a faculty member of the Center for Signal and Information Processing (CSIP). He also serves as the director of Georgia Tech’s initiatives and programs in MENA. He has authored and co-authored more than 170 articles in international journals and conference proceedings. He has been issued several U.S. patents and invention disclosures. He is a Senior Member of the IEEE.

Professor AlRegib received the ECE Outstanding Graduate Teaching Award in 2001 and both the CSIP Research and the CSIP Service Awards in 2003. In 2008, he received the ECE Outstanding Junior Faculty Member Award. In 2017, he received the 2017 Denning Faculty Award for Global Engagement.

Professor AlRegib has participated in many service activities. He is an area chair for ICME 2016/17 and the tutorial chair for ICIP 2016. He is a voted member of the IEEE SPS Technical Committees on Multimedia Signal Processing (MMSP) and Image, Video, and Multidimensional Signal Processing (IVMSP). He was a member of the editorial board of the Wireless Networks Journal (WiNET), 2009-2016 and the IEEE Transaction on Circuits and Systems for Video Technology (CSVT), 2014-2016. Currently, he is a member of the the editorial board of the Elsevier journal Signal Processing: Image Communications, 2015-present. He served as the chair of the Special Sessions Program at ICIP’06; the area editor for Columns and Forums in the IEEE Signal Processing Magazine (SPM), 2009–12; the associate editor for IEEE SPM, 2007-09; the tutorials co-chair in ICIP’09; a guest editor for IEEE J-STSP, 2012; a track chair in ICME’11; the co-chair of the IEEE MMTC Interest Group on 3D Rendering, Processing, and Communications, 2010-12; the chair of the Speech and Video Processing Track at Asilomar 2012; and the technical program co-chair of IEEE GlobalSIP, 2014. He is leading a team that is organizing the IEEE VIP Cup, 2017.

His research group, which consists of more than 20 students and researchers, is working on projects related to machine learning, image and video processing, image and video understanding, seismic imaging, perception in visual data processing, healthcare intelligence, and video analytics.

Professor AlRegib has provided services and consultation to several firms, companies, and international educational and R&D organizations. He has been a expert witness in a number of patent infringement cases.

alregib@gatech.edu

404-894-7005

Office Location:
Centergy-One Room 5224

Website

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    Research Focus Areas:
    • Bioinformatics
    • Conventional Energy
    • Machine Learning
    Additional Research:
    Computational Ophthalmology, Machine Learning, Image/Video Processing, Computer Vision, Perception, Scene Understanding, Seismic Interpretation, Learning in the Wild, Learning for Autonomous Vehicles, Medical Image Analysis, Geosystems

    IRI Connections:

    Nagi Gebraeel

    Nagi Gebraeel

    Nagi Gebraeel

    Georgia Power Associate Professor

    Professor Nagi Gebraeel is the Georgia Power Early Career Professor and Professor in the H. Milton Stewart School of Industrial and Systems Engineering at Georgia Tech. He received his MS and PhD from Purdue University in 1998 and 2003, respectively.

    Dr. Gebraeel's research interests lie at the intersection of Predictive Analytics and Machine Learning in IoT enabled maintenance, repair and operations (MRO) and service logistics. His key focus is on developing fundamental statistical learning algorithms specifically tailored for real-time equipment diagnostics and prognostics, and optimization models for subsequent operational and logistical decision-making in IoT ecosystems. Dr. Gebraeel also develops cyber-security algorithms intended to protect IoT-enabled critical assets from ICS-type cyberattacks (cyberattacks that target Industrial Control Systems). From the standpoint of application domains, Dr. Gebraeel has general interests in manufacturing, power generation, and service-type industries. Applications in Deep Space missions are a recent addition to his research interests, specifically, developing Self-Aware Deep Space Habitats through NASA's HOME Space Technology Research Institute.

    Dr. Gebraeel leads Predictive Analytics and Intelligent Systems (PAIS) research group at Georgia Tech's Supply Chain and Logistics Institute. He also directs activities and testing at the Analytics and Prognostics Systems laboratory at Georgia Tech's Manufacturing Institute. Formerly, Dr. Gebraeel served as an associate director at Georgia Tech's Strategic Energy Institute (from 2014 until 2019) where he was responsible for identifying and promoting research initiatives and thought-leadership at the intersection of Data Science and Energy applications. He was also the former president of the Institute of Industrial and Systems Engineers (IISE) Quality and Reliability Engineering Division, and is currently a member of the Institute for Operations Research and the Management Sciences (INFORMS), and IISE (since 2005).

    nagi.gebraeel@isye.gatech.edu

    404.894.0054

    Office Location:
    Groseclose Building, Room 327

    Website

    Research Focus Areas:
    • Diagnostics
    • Energy
    • Machine Learning
    Additional Research:
    Data Mining; Sensor-based prognostics and degradation modeling; reliability engineering; maintenance operations and logistics; System Design & Optimization; Utilities; Cyber/ Information Technology; Oil/Gas

    IRI Connections:

    Martha Grover

    Martha Grover

    Martha Grover

    Professor, School of Chemical and Biomolecular Engineering
    Associate Chair for Graduate Studies, School of Chemical and Biomolecular Engineering
    James Harris Faculty Fellow, School of Chemical and Biomolecular Engineering
    Member, NSF/NASA Center for Chemical Evolution

    Grover’s research activities in process systems engineering focus on understanding macromolecular organization and the emergence of biological function. Discrete atoms and molecules interact to form macromolecules and even larger mesoscale assemblies, ultimately yielding macroscopic structures and properties. A quantitative relationship between the nanoscale discrete interactions and the macroscale properties is required to design, optimize, and control such systems; yet in many applications, predictive models do not exist or are computationally intractable.

    The Grover group is dedicated to the development of tractable and practical approaches for the engineering of macroscale behavior via explicit consideration of molecular and atomic scale interactions. We focus on applications involving the kinetics of self-assembly, specifically those in which methods from non-equilibrium statistical mechanics do not provide closed form solutions. General approaches employed include stochastic modeling, model reduction, machine learning, experimental design, robust parameter design, and estimation.

    martha.grover@chbe.gatech.edu

    404.894.2878

    Office Location:
    ES&T 1228

    Grover Group

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    Research Focus Areas:
    • Electronic Materials
    • Molecular Evolution
    • Nuclear
    Additional Research:
    Colloids; Crystallization; Organic and Inorganic Photonics and Electronics; Polymers; Discrete atoms and molecules interact to form macromolecules and even larger mesoscale assemblies, ultIMaTely yielding macroscopic structures and properties. A quantitative relationship between the nanoscale discrete interactions and the macroscale properties is required to design, optimize, and control such systems; yet in many applications, predictive models do not exist or are computationally intractable. The Grover group is dedicated to the development of tractable and practical approaches for the engineering of macroscale behavior via explicit consideration of molecular and atomic scale interactions. We focus on applications involving the kinetics of self-assembly, specific those in which methods from non-equilibrium statistical mechanics do not provide closed form solutions. General approaches employed include stochastic modeling, model reduction, machine learning, experimental design, robust parameter design, estIMaTion, and optimal control, monitoring and control for nuclear waste processing and polymer organic electronics

    IRI Connections:

    Andrei Fedorov

    Andrei Fedorov

    Andrei Fedorov

    Professor and Rae S. and Frank H. Neely Chair, Woodruff School Mechanical Engineering
    Associate Chair for Graduate Studies, School Mechanical Engineering
    Director, Fedorov Lab

    Fedorov's background is in thermal/fluid sciences, chemical reaction engineering as well as in applied mathematics. His laboratory works at the intersection between mechanical and chemical engineering and solid state physics and analytical chemistry with the focus on portable/ distributed power generation with synergetic CO2 capture; thermal management of high power dissipation devices and electronics cooling; special surfaces and nanostructured interfaces for catalysis, heat and moisture management; and development of novel bioanalytical instrumentation and chemical sensors. Fedorov joined Georgia Tech in 2000 as an assistant professor after finishing his postdoctoral work at Purdue University.

    AGF@gatech.edu

    404.385.1356

    Office Location:
    Love 307

    Fedorov Lab

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    Research Focus Areas:
    • Cancer Biology
    • Conventional Energy
    • Drug Design, Development and Delivery
    • Electronic Materials
    • Fuels & Chemical Processing
    • Hydrogen Production
    • Hydrogen Storage & Transport
    • Hydrogen Utilization
    • Materials for Energy
    • Miniaturization & Integration
    • Nuclear
    • Regenerative Medicine
    • Systems Biology
    • Use & Conservation
    Additional Research:
    Heat Transfer; power generation; CO2 Capture; Catalysis; fuel cells; "Fedorov's research is at the interface of basic sciences and engineering. His research portfolio is diverse, covering the areas of portable/ distributed power generation with synergetic carbon dioxide management, including hydrogen/CO2 separation/capture and energy storage, novel approaches to nanomanufacturing (see Figure), microdevices (MEMS) and instrumentation for biomedical research, and thermal management of high performance electronics. Fedorov's research includes experimental and theoretical components, as he seeks to develop innovative design solutions for the engineering systems whose optimal operation and enhanced functionality require fundamental understanding of thermal/fluid sciences. Applications of Fedorov's research range from fuel reformation and hydrogen generation for fuel cells to cooling of computer chips, from lab-on-a-chip microarrays for high throughput biomedical analysis to mechanosensing and biochemical imaging of biological membranes on nanoscale. The graduate and undergraduate students working with Fedorov's lab have a unique opportunity to develop skills in a number of disciplines in addition to traditional thermal/fluid sciences because of the highly interdisciplinary nature of their thesis research. Most students take courses and perform experimental and theoretical research in chemical engineering and applied physics. Acquired knowledge and skills are essential to starting and developing a successful career in academia as well as in many industries ranging from automotive, petrochemical and manufacturing to electronics to bioanalytical instrumentation and MEMS."

    IRI Connections:

    Seung Soon Jang

    Seung Soon Jang

    Seung Soon Jang

    Professor, School of Materials Science and Engineering
    Director, Computational NanoBio Technology Lab

    Seung Soon Jang joined the School of Materials Science and Engineering at the Georgia Institute of Technology in July 2007. Jang worked at Samsung Electronics and the Materials and Process Simulation Center (MSC) at CalTech performing various researches in nanoelectronics, fuel cell, and interfacial systems as a director of Supramolecular Technology for six years.

    His research interest includes computations and theories to characterize and design nanoscale systems based on the molecular architecture-property relationship, which are especially relevant to molecular electronics, molecular machines, fuel cell technology and biotechnology.

    SeungSoon@mse.gatech.edu

    404.385.3356

    Office Location:
    Love 351

    MSE Profile Page

  • Computational NanoBio Technology Lab
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    Research Focus Areas:
    • Computational Materials Science
    • Drug Design, Development and Delivery
    • Hydrogen Production
    • Hydrogen Utilization
    • Molecular, Cellular and Tissue Biomechanics
    • Nanomaterials
    Additional Research:
    Jang's research interest is to characterize and design nanoscale systems based on the molecular architecture-property relationship using computations and theories, which are especially relevant to designing new biomaterials for drug delivery and tissue engineering. Currently, he is focusing on 1) NanoBio-mechanics for DNA, lipid bilayer, and hydrogel systems; 2) Molecular interaction of Alzheimer proteins with various small molecules. Dr. Jang is also interested in various topics such as nanoelectronics, nanostructured energy technologies for fuel cell, battery and photovoltaic devices.;Computational mechanics; Nanostructured Materials; Polymeric composites; Biomaterials; Fuel Cells; Delivery and Storage

    IRI Connections:

    Jennifer Glass

    Jennifer Glass

    Jennifer Glass

    Associate Professor

    The Glass research group studies the microbes that made Earth habitable, and, more specifically, the microbial mechanisms underpinning cryptic transformations of methane and nitrous oxide in oxygen-free ecosystems. Why focus on the microbial world? The Earth has been constantly inhabited for four billion years. For three-quarters of that time, life was solely microbial. Ancient microbes produced the gases that warmed the planet to clement temperatures when the sun was faint, and that invented the molecular machines that drive biogeochemical cycles. The co-evolution of Earth and life is woven into the fabric of our research group, which examines the interplay between microbes and the greenhouses gases that control planetary temperature. Our research informs the microbial metabolisms that (i) made the early Earth habitable for life, (ii) make the deep subsurface habitable for life, (iii) serve as biosignatures for life on exoplanets, and (iv) play crucial roles in regulating atmospheric fluxes of greenhouse gases on our warming planet.

    jennifer.glass@eas.gatech.edu

    404-894-3942

    Office Location:
    ES&T 1234

    Website

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    Research Focus Areas:
    • Molecular Evolution
    • Use & Conservation
    Additional Research:
    Anaerobic oxidation of methane, Environmental controls on greenhouse gas cycling, with afocus on methane and nitrous oxide, in terrestrial and marineecosystems Biogeochemical cycles of bioessential trace elements Marine microbiology, with a focus on anaerobic metabolisms Influence of trace metal bioavailability on microbial carbon and nitrogen cycling Integrating omic and geochemical datasets Co-evolution of microbial metabolisms and ocean chemistry over Earthhistory,

    IRI Connections:

    Suman Das

    Suman Das

    Suman Das

    Morris M. Bryan, Jr. Chair and Professor, Woodruff School of Mechanical Engineering
    Director, Direct Digital Manufacturing Laboratory

    suman.das@me.gatech.edu

    404.385.6027

    Office Location:
    MARC 255

    Direct Digital Manufacturing Laboratory

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    Research Focus Areas:
    • Additive manufacturing
    • Biomaterials
    • Conventional Energy
    • Materials and Nanotechnology
    Additional Research:
    3D printing; Additive/Advanced Manufacturing; Biomaterials; Composites; Emerging Technologies; Nanocomposites; Nanomanufacturing; Manufacturing, Mechanics of Materials, Bioengineering, and Micro and Nano Engineering. Advanced manufacturing and materials processing of metallic, polymeric, ceramic, and composite materials for applications in life sciences, propulsion, and energy. Professor Das directs the Direct Digital Manufacturing Laboratory and Research Group at Georgia Tech. His research interests encompass a broad variety of interdisciplinary topics under the overall framework of advanced design, prototyping, direct digital manufacturing, and materials processing particularly to address emerging research issues in life sciences, propulsion, and energy. His ultIMaTe objectives are to investigate the science and design of innovative processing techniques for advanced materials and to invent new manufacturing methods for fabricating devices with unprecedented functionality that can yield dramatic improvements in performance, properties and costs.

    IRI Connections:

    Andreas Bommarius

    Andreas Bommarius

    Andreas Bommarius

    Professor
    RBI Initiative Lead: A Renewables-based Economy from WOOD (ReWOOD)

    Andreas (Andy) S. Bommarius is a professor of Chemical and Biomolecular Engineering as well of Chemistry and Biochemistry at the Georgia Institute of Technology in Atlanta, GA.  He received his diploma in Chemistry in 1984 at the Technical University of Munich, Germany and his Chemical Engineering B.S. and Ph.D. degrees in 1982 and 1989 at MIT, Cambridge, MA.

    From 1990-2000, he led the Laboratory of Enzyme Catalysis at Degussa (now Evonik) in Wolfgang, Germany, where his work ranged from immobilizing homogenous catalysts in membrane reactors to large-scale cofactor-regenerated redox reactions to pharma intermediates.

    At Georgia Tech since 2000, his research interests cover green chemistry and biomolecular engineering, specifically biocatalyst development and protein stability studies.  His lab applies data-driven protein engineering to improve protein properties on catalysts ranging from ene and nitro reductases to cellobiohydrolases.  Bommarius has guided the repositioning of the curriculum towards Chemical and Biomolecular Engineering by developing new courses in Process Design, Biocatalysis and Metabolic Engineering, as well as Drug Design, Development, and Delivery (D4), an interdisciplinary course with Mark Prausnitz.

    Andy Bommarius in 2008 became a Fellow of the American Institute of Medical and Biological Engineering.  Since 2010, he is Director of the NSF-I/UCR Center for Pharmaceutical Development (CPD), a Center focusing on process development, drug substance and product stability, and novel analytical methods for the characterization of drug substances and excipients.

    andreas.bommarius@chbe.gatech.edu

    404-385-1334

    Office Location:
    EBB 5018

    Website

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    Research Focus Areas:
    • Biobased Materials
    • Biochemicals
    • Biorefining
    • Biotechnology
    • Drug Design, Development and Delivery
    • Molecular Evolution
    • Pulp Paper Packaging & Tissue
    • Renewable Energy
    • Sustainable Manufacturing
    Additional Research:
    Biomolecular engineering, especially biocatalysis, biotransformations, and biocatalyst stability. Biofuels. Enzymatic Processing; Biochemicals; Chip Activation.

    IRI Connections:

    Timothy Charles Lieuwen

    Timothy Charles Lieuwen

    Timothy Charles Lieuwen

    Interim Executive Vice President for Research
    Interim AE School Chair and Regents' Professor

    Tim Lieuwen is the interim executive vice president for Research (EVPR) at the Georgia Institute of Technology. In this role, he oversees the Institute’s $1.45 billion portfolio of research, economic development, and sponsored activities. This includes leadership of the Georgia Tech Research Institute (GTRI), the Enterprise Innovation Institute, nine interdisciplinary research institutes (IRIs), and related research administrative support units.

    In his 25-plus years at Georgia Tech, Liuewen earned his master's and Ph.D. degrees in mechanical engineering (1996 and 1999, respectively) and has held multiple leadership positions. He has been the executive director of the Strategic Energy Institute (SEI) since 2012 and began serving as the interim chair of the Daniel Guggenheim School of Aerospace Engineering in 2023.

    Lieuwen has received numerous honors and recognition for his work in clean energy systems and policy, national security, and regional economic development. Additionally, he has been awarded the titles of Regents’ Professor and the David S. Lewis, Jr. Chair in AE. He is also a member of the National Academy of Engineering and is a fellow of the American Society of Mechanical Engineers and the American Institute of Aeronautics and Astronautics.

    tim.lieuwen@aerospace.gatech.edu

    (404) 894-3041

    Office Location:
    Guggenheim Building, Room 363

    Website

    Research Focus Areas:
    • Aerospace
    • Conventional Energy
    • Hydrogen Equity
    • Hydrogen Leadership
    • Hydrogen Utilization
    Additional Research:

    Acoustics; Fluid Mechanics; Combustion; Signal Processing


    IRI Connections: