Gil Weinberg

Gil Weinberg

Gil Weinberg

Professor; School of Music
Coordinator | M.S. & Ph.D. Programs; School of Music
Director; Center for Music Technology

Gil Weinberg is a professor and the founding director of Georgia Tech Center for Music Technology, where he leads the Robotic Musicianship group. His research focuses on developing artificial creativity and musical expression for robots and augmented humans. Among his projects are a marimba playing robotic musician called Shimon that uses machine learning for Jazz improvisation, and a prosthetic robotic arm for amputees that restores and enhances human drumming abilities. Weinberg presented his work worldwide in venues such as The Kennedy Center, The World Economic Forum, Ars Electronica, Smithsonian Cooper-Hewitt Museum, SIGGRAPH, TED-Ed, DLD and others. His music was performed with Orchestras such as Deutsches Symphonie-Orchester Berlin, the National Irish Symphony Orchestra, and the Scottish BBC Symphony while his research has been disseminated through numerous journal articles and patents. Dr. Weinberg received his MS and Ph.D. degrees in Media Arts and Sciences from MIT and his BA from the interdisciplinary program for fostering excellence in Tel Aviv University.

gilw@gatech.edu

404.894.8939

School of Music Profile Page

  • Georgia Tech Center for Music Technology
  • Google Scholar

    University, College, and School/Department
    Research Focus Areas:
  • Human Augmentation
  • Shaping the Human-Technology Frontier
  • Additional Research:

    Music Technology; Computer Music; Robotics; Developing Artificial Creativity and Musical Expression for Robots and Augmented Humans


    IRI Connections:

    James Rehg

    James Rehg

    James Rehg

    Adjunct Professor; School of Interactive Computing

    Dr. Rehg's research interests include computer vision, computer graphics, machine learning, robotics, and distributed computing. He co-directs the Computational Perception Laboratory (CPL) and is affiliated with the GVU Center, Aware Home Research Institute, and the Center for Experimental Research in Computer Science. In past years he has taught "Computer Vision" (CS 4495/7495) and "Introduction to Probabilistic Graphical Models" (CS 8803). He is currently teaching "Pattern Recognition" (CS 4803) and "Computer Graphics" (CS 4451). Dr. Rehg received the 2005 Raytheon Faculty Fellowship Award from the College of Computing. His paper with Ph.D. student Yushi Jing and collaborator Vladimir Pavlovic was the recipient of a Distinguished Student Paper Award at the 2005 International Conference on Machine Learning. Dr. Rehg currently serves on the Editorial Board of the International Journal of Computer Vision. He was the Short Courses Chair for the International Conference on Computer Vision (ICCV) in 2005 and the Workshops Chair for ICCV 2003. Dr. Rehg consults for several companies and has served as an expert witness. His research is funded by the NSF, DARPA, Intel Research, Microsoft Research, and the Mitsubishi Electric Research Laboratories.

    Note: Rehg recently moved to the University of Illinois Urbana-Champaign as the Founder Professor of Computer Science and Industrial and Enterprise Systems Engineering.

    james.rehg@cc.gatech.edu

    404.894.9105

    Office Location:
    TSRB 221A

    Rehg Lab

  • College of Computing Profile
  • Center for Health Analytics and Informatics (CHAI)
  • Google Scholar

    Research Focus Areas:
  • Autonomy
  • Shaping the Human-Technology Frontier
  • Additional Research:

    Computer Vision; Computer Graphics; Machine Learning; Robotics; and Distributed Computing


    IRI Connections:

    Janet Murray

    Janet Murray

    Janet Murray

    Associate Dean, Research and Faculty Affairs

    Dr. Janet Murray is a Professor in the School of Literature, Media, and Communication, as well as Director of the Digital Integrative Liberal Arts Center (http://dilac.iac.gatech.edu). She received her PhD in English from Harvard. Her primary research interests are interactive design, interactive narrative, and the history and development of representational media. Her widely known book, Hamlet on the Holodeck: The Future of Narrative in Cyberspace, asks whether we can expect this new medium to support a new expressive art form, comparable to the Shakespearean theater or the Victorian novel in its ability to move and enlighten us. She is mostly optimistic about this possibility. Her textbook, Inventing the Medium: Principles of Interaction Design as a Cultural Practice (MIT Press, 2011) unites the myriad traditional disciplines in which interactive designers are now trained into a single coherent digitally focused design vocabulary. Her Prototyping eNarrative group (PENlab) creates prototypes of emerging narrative structures including interactive television, story-games, and virtual/augmented reality (http://penlab.gatech.edu). She is an emerita member of the Board of Trustees of the American Film Institute and the Board of the Peabody Awards, an Inaugural Fellow of the Higher Education Video Game Alliance, and a frequent keynote speaker for conferences at the intersection of games and narrative.

    jmurray@gatech.edu

    404-894-6202

    Website

    University, College, and School/Department
    Research Focus Areas:
  • Platforms and Services for Socio-Technical Frontier
  • Additional Research:
    Interactive Narrative and eTV; Interactive Gaming; Encyclopedic Media

    IRI Connections:

    Ruth Kanfer

    Ruth Kanfer

    Ruth Kanfer

    Professor

    Ruth Kanfer is a psychologist and professor at Georgia Institute of Technology in the area of Industrial and Organizational Psychology. She is best known for her research in the fields of motivation, goal setting, self-regulation, job search, adult learning, and future of work. Kanfer has received numerous awards for her research contributions including the American Psychological Association Distinguished Scientific Award for an Early Career Contribution in Applied Research in 1989, the Society for Industrial and Organizational Psychology (SIOP) William R. Owens Scholarly Achievement Award in 2006 and the SIOP Distinguished Scientific Contributions Award in 2007. Ruth Kanfer has authored influential papers on a variety of topics including the interaction of cognitive abilities and motivation on performance, the influence of personality and motivation on job search and employment, and a review chapter on motivation in an organizational setting.

    rkanfer@gatech.edu

    404-894-2680

    Website

    University, College, and School/Department
    Research Focus Areas:
  • Artificial Intelligence (AI)
  • Lifelong Health and Well-Being
  • Smart Cities and Inclusive Innovation
  • Additional Research:

    Work & Organizational Psychology; Motivation; Goal Setting; Self-Regulation Adult Learning; Work & Aging; Work Transitions


    IRI Connections:

    Aaron Stebner

    Aaron Stebner

    Aaron Stebner

    Associate Professor, School of Mechanical Engineering and Materials Science and Engineering

    Aarn Stebner works at the intersection of manufacturing, machine learning, materials, and mechanics. He joined the Georgia Tech faculty as an associate professor of Mechanical Engineering and Materials Science and Engineering in 2020.

    Previously, he was the Rowlinson Associate Professor of Mechanical Engineering and Materials Science at the Colorado School of Mines (2013 – 2020), a postdoctoral scholar at the Graduate Aerospace Laboratories of the California Institute of Technology (2012 – 2013), a Lecturer in the Segal Design Institute at Northwestern University (2009 – 2012), a Research Scientist at Telezygology Inc. establishing manufacturing and “internet of things” technologies for shape memory alloy-secured latching devices (2008-2009), a Research Fellow at the NASA Glenn Research Center developing smart materials technologies for morphing aircraft structures (2006 – 2008), and a Mechanical Engineer at the Electric Device Corporation in Canfield, OH developing manufacturing and automation technologies for the circuit breaker industry (1995 – 2000).

    aaron.stebner@gatech.edu

    404.894.5167

    MSE Profile Page

  • Stebner Lab
  • Google Scholar

    Research Focus Areas:
  • Additive manufacturing
  • Artificial Intelligence (AI)
  • Energy
  • Materials & Manufacturing
  • Materials and Nanotechnology
  • Nanomaterials
  • Sustainable Manufacturing

  • IRI Connections:

    Richard Fujimoto

    Richard Fujimoto

    Richard Fujimoto

    Regents' Professor Emeritus

    Richard Fujimoto is a Regents’ Professor, Emeritus in the School of Computational Science and Engineering at the Georgia Institute of Technology. He received the Ph.D. degree from the University of California-Berkeley in 1983 in Computer Science and Electrical Engineering. He also received an M.S. degree from the same institution as well as two B.S. degrees from the University of Illinois-Urbana. 

    Fujimoto is a pioneer in the parallel and distributed discrete event simulation field. Discrete event simulation is widely used in areas such as telecommunications, transportation, manufacturing, and defense, among others. His work developed fundamental understandings of synchronization algorithms that are needed to ensure the correct execution of discrete event simulation programs on high performance computing (HPC) platforms. His team developed many new algorithms and computational techniques to accelerate the execution of discrete event simulations and developed software realizations that impacted several application domains. For example, his Georgia Tech Time Warp software was deployed by MITRE Corp. to create online fast-time simulations of commercial air traffic to help reduce delays in the U.S. National Airspace. An active researcher in this field since 1985, he authored or co-authored three books and hundreds of technical papers including seven that were cited for “best paper” awards or other recognitions. His research included several projects with Georgia Tech faculty in telecommunications, transportation, sustainability, and materials leading to numerous publications co-authored with faculty across campus.

    richard.fuijmoto@cc.gatech.edu

    404.894.5615

    Office Location:
    Coda Building, 1313

    Computing Profile

  • Website
  • Research Focus Areas:
  • Algorithms & Optimizations
  • Big Data
  • High Performance Computing
  • Infrastructure Ecology
  • Additional Research:

    discrete-event simulation programs on parallel and distributed computing platforms


    IRI Connections:

    Yan Wang

    Yan Wang

    Yan Wang

    Professor, Woodruff School of Mechanical Engineering

    Wang's research is in the areas of design, manufacturing, and Integrated computational materials engineering. He is interested in computer-aided design, geometric modeling and processing, computer-aided manufacturing, multiscale simulation, and uncertainty quantification.

    Currently, Wang studies integrated product-materials design and manufacturing process design, where process-structure-property relationships are established with physics-based data-driven approaches for design optimization. The Multiscale Systems Engineering research group led by him develops new methodologies and computational schemes to solve the technical challenges of high dimensionality, high complexity, and uncertainty associated with product, process, and systems design at multiple length and time scales.

    Computational design tools for multiscale systems with sizes ranging from nanometers to kilometers will be indispensable for engineers' daily work in the near future. The research mission of the Multiscale Systems Engineering group is to create new modeling and simulation mechanisms and tools with underlying scientific rigor that are suitable for multiscale systems engineering for better and faster product innovation. Our education mission is to train engineers of the future to gain necessary knowledge as well as analytical, computational, communication, and self-learning skills for future work in a collaborative environment as knowledge creators and integrators. 

    yan.wang@me.gatech.edu

    404.894.4714

    Office Location:
    Callaway 472

    ME Profile Page

    Google Scholar

    Research Focus Areas:
  • Advanced Composites
  • Advanced Manufacturing
  • Artificial Intelligence (AI)
  • Computational Materials Science
  • Additional Research:

    Computer-aided engineering and design and manufacturing, modeling and simulation, nanoscale cad/cam/cae, product lifecycle management, applied algorithms, uncertainty modeling, multiscale modeling, materials design


    IRI Connections:

    Steve French

    Steve French

    Steve French

    Professor
    John Portman Dean's Chair

    Steven P. French is professor of City and Regional Planning at Georgia Institute of Technology. He joined Georgia Tech in 1992 as the director of the City Planning program and served in that position until August 1999. He was the director of the Center for Geographic Information Systems from 1997 through 2011. He served as associate dean for research for the College of Architecture (now the College of Design) from July 2009 through June 2013 and dean of the College of Design from July 2013-June 2021.

    French’s teaching and research activities focus on sustainable urban development, land use planning, GIS applications, and natural hazard risk assessment. In addition to his administrative assignments, Professor French has regularly taught graduate courses in land use, planning, and GIS. He has graduated six Ph.D. students and advised more than 50 Masters students in City and Regional Planning. He has also served on numerous dissertation committees in Architecture, Civil Engineering, and Public Policy.

    Over the past twenty-five years, French has been the principal investigator or co-principal investigator on more than seventy research projects. He has participated in a number of National Science Foundation projects dealing with flood and earthquake hazards and was the Social Science Thrust Leader for the Mid-America Earthquake Center, an NSF Engineering Research Center. He has extensive experience in building and managing multidisciplinary teams of social scientists, architects, engineers, and scientists. French is the author or co-author of more than 25 refereed journal articles and four books. He has served on the editorial boards of the Journal of the American Planning Association, Journal of Planning Education and Research, Journal of the Urban and Regional Information Systems Association and Earthquake Spectra.

    French holds a Ph.D. in City and Regional Planning from the University of North Carolina at Chapel Hill. Before coming to Georgia Tech, he taught for ten years at California Polytechnic State University-San Luis Obispo. In 1987-88, he served as the visiting professor of resources planning in the Civil Engineering Department at Stanford University. He is a Fellow of the American Institute of Certified Planners and an associate member of the American Institute of Architects.

    steve.french@coa.gatech.edu

    404.894.3880

    Office Location:
    245 Fourth Street, N.W.

    Website

    Research Focus Areas:
  • Energy Infrastructure
  • Infrastructure Ecology

  • IRI Connections:

    Vigor Yang

    Vigor Yang

    Vigor Yang

    Regents Professor

    Vigor Yang earned his Ph.D. from the California Institute of Technology in 1984. After serving for one year as a research fellow in Jet Propulsion at Caltech, he joined the Pennsylvania State University in August 1985, becoming the John L. and Genevieve H. McCain Chair in Engineering in 2006. In 2009, he began his tenure as the William R.T. Oakes Professor Chair at the Daniel Guggenheim School of Aerospace Engineering at the Georgia Tech. He retired from the chair position and returned to teaching and research in August of 2018

    Yang’s research encompasses a wide spectrum of topics, including (1) data-enabled design and data science; (2) combustion dynamics in propulsion and power-generation systems;(3) multi-fidelity modeling and simulations of fluid flows and combustion; (4) combustion of energetic materials; (5) high-pressure transport phenomena, thermodynamics and combustion, and (6) nano technologies for propulsion and energetic applications. He has established, as the principal or co-principal investigator, more than 70 research projects, including nine (9) DoD-MURI projects. He has published 10 comprehensive volumes and numerous technical papers on combustion, propulsion, energetics, and data science. He was the recipient of  the Air-Breathing Propulsion Award (2005), the Pendray Aerospace Literature Award (2008), the Propellants and Combustion Award (2009), and the von Karman Lectureship in Astronautics Award (2016) from the American Institute of Aeronautics and Astronautics (AIAA); the Worcester Reed Warner Medal (2014) from the American Society of Mechanical Engineers (ASME); and the Lifetime Achievement Award (2014) from the Joint Army, Navy, NASA, and Air Force (JANNAF) Interagency Propulsion Committee.

    Yang was the editor-in-chief of the AIAA Journal of Propulsion and Power (2001-2009) and the JANNAF Journal of Propulsion and Energetics (2009-2012). He is currently a co-editor of the Aerospace Book Series of the Cambridge University Press (2010-).  He serves, or has served, on a large number of steering committees and review/advisory boards for government agencies and universities in the U.S. and abroad. A member of the U.S. National Academy of Engineering and an academician of Academia Sinica, Dr. Yang is a fellow of the AIAA, ASME, and Royal Aeronautical Society (RAeS).

    vigor.yang@aerospace.gatech.edu

    Departmental Bio

  • Website
  • Research Focus Areas:
  • Combustion
  • Energy
  • Hydrogen
  • Hydrogen Production
  • Hydrogen Utilization
  • Materials for Energy
  • Nanomaterials
  • Additional Research:
    Hydrogen Production, Hydrogen Utilization, data-enabled design, data science, combustion dynamics in propulsion and power-generation systems, multi-fidelity modeling and simulations of fluid flows and combustion, combustion of energetic materials, high-pressure transport phenomena, thermodynamics and combustion, nanotechnologies for propulsion and energetic applications

    IRI Connections:

    Andrew Medford

    Andrew Medford

    Andrew Medford

    Assistant Professor

    Dr. Medford is interested in leveraging materials informatics, statistics, and machine learning to maximize the practical impact of fundamental atomic-scale simulations in the field of surface science and catalysis. His research areas include heterogeneous catalysis, oxide surface chemistry, density functional theory, kinetic models, uncertainty quantification, and Bayesian optimization and inference.

    andrew.medford@chbe.gatech.edu

    (404) 385-5531

    Website

    Research Focus Areas:
  • Biobased Materials
  • Biochemicals
  • Biorefining
  • Biotechnology
  • Fuels & Chemical Processing
  • Hydrogen Production
  • Hydrogen Utilization
  • Materials & Manufacturing
  • Pulp Paper Packaging & Tissue
  • Sustainable Manufacturing
  • Additional Research:
    Catalysis, Biochemicals, Biorefining, Chemistry, Sugars, Molecular Simulations, Computational Biology

    IRI Connections: