Jian Luo

Jian Luo

Jian Luo

Professor
BBISS Lead: Coastal Urban Flooding

Dr. Jian Luo completed his undergraduate and M.S. studies at Tsinghua University, Beijing, where he received a B.Sc.(Eng.) and a M.S. degree in Environmental Engineering in 1998 and 2000, respectively. He completed his Ph.D. in 2006 in Department of Civil and Environmental Engineering at Stanford University, California. The research Dr. Luo is conducting involves field, theoretical, and computational investigations of flow and reactive transport in subsurface; development and application of geostatistical methods for the spatial and temporal analysis of hydrogeologic and biochemistry data; development of computational algorithms and programs to simulate subsurface flow and reactive transport, and to assess the associated uncertainty; inverse modeling to estimate flow and transport parameters under uncertainty; and use of such computational methods and models to assess subsurface contamination, and to aid the optimal design of groundwater remediation operations.

jian.luo@ce.gatech.edu

(404) 385-6390

Departmental Bio

  • BBISS Initiative Lead Project - Coastal Urban Flooding in a Changing Climate
  • Research Focus Areas:
    • Energy Generation, Storage, and Distribution
    Additional Research:
    Geosystems; Water

    IRI Connections:

    Johannes Milz

    Johannes Milz

    Johannes Milz

    Assistant Professor

    Johannes Milz is an Assistant Professor in the H. Milton Stewart School of Industrial and Systems Engineering. His research focuses on optimization under uncertainty and optimal control of uncertain systems, with a strong emphasis on sustainability applications. By addressing large-scale optimization challenges in physics-based models under uncertainty, he aims to contribute to the development of sustainable energy systems, such as renewable tidal energy farms. Dr. Milz is also dedicated to open science; he develops reproducible numerical simulations and shares them publicly, making his results accessible to a broad group of researchers and practitioners. Prior to joining ISyE, he was a postdoctoral researcher at the Technical University of Munich, where he earned his Ph.D. in Applied Mathematics in 2021.

    johannes.milz@isye.gatech.edu

    Office Location:
    Groseclose 444

    Department Webpage

  • Personal Website
  • Research Focus Areas:
    • Energy
    • Energy & Water
    • Energy Generation, Storage, and Distribution
    • Energy Harvesting
    • Energy Infrastructure
    • Energy Utilization and Conservation
    Additional Research:

    Resource assessment and design of renewable marine energy systems, especially tidal energy. 


    IRI Connections:

    Constance Crozier

    Constance Crozier

    Constance Crozier

    Assistant Professor

    I am an Assistant Professor at Georgia Tech ISyE. My research concerns the control and operation of decarbonized power systems, particularly with the integration of flexible loads such as electric vehicles. I got my Ph.D. from the University of Oxford in the Energy and Power Group, and completed my postdoc in the GRIFFIN Lab at CU Boulder.

    constance.crozier@isye.gatech.edu

    Constance Crozier School Webpage

    Research Focus Areas:
    • Electric Vehicles
    Additional Research:
    Power systems and Electric vehicles

    IRI Connections:

    Zhaohui (Julene) Tong

    Zhaohui (Julene) Tong

    Zhaohui (Julene) Tong

    Associate Professor
    RBI Lead: Waste Valorization in Food-Energy-Water

    The Tong Lab tackles challenges in the interdisciplinary areas of bioresource engineering and sustainable chemistry. We develop innovative technologies for producing chemicals, materials, energy, and fuels from renewable resources.

    Current research interests include:

    • Functional biomaterials for high-efficiency circular economy
    • Platform chemicals and hydrocarbon fuels from renewable resources
    • Sustainable process control and modeling
    • Nano-biomaterial synthesis and self-assembling
    • Polymer degradation and recycling

    Disciplines:

    • Materials and Nanotechnology

    • Energy and Sustainability

    zt7@gatech.edu

    404.894.3098

    Office Location:
    ES&T 2226

    Website

    Research Focus Areas:
    • Biochemicals
    • Biorefining
    • Energy
    • Materials and Nanotechnology
    • Pulp & Paper Manufacturing
    • Sustainable Engineering
    • Sustainable Manufacturing

    IRI Connections:

    Akanksha Menon

    Akanksha Menon

    Akanksha Menon

    Assistant Professor

    Dr. Akanksha Menon is an Assistant Professor in the Woodruff School of Mechanical Engineering at Georgia Tech. Prior to this, she was a Rosenfeld Postdoctoral Fellow at Lawrence Berkeley National Laboratory, where she performed research on hybrid membrane-thermal desalination processes using solar energy, and she also contributed to the development of thermal energy storage materials. Dr. Menon completed her Ph.D. at Georgia Tech, where she focused on developing semiconducting polymers and new device architectures for thermoelectric energy harvesting. She holds a bachelor's degree from Texas A&M University at Qatar, as well as a master’s degree in Mechanical Engineering from Georgia Tech.

    Her research group at Georgia Tech is working on technologies for the water-energy nexus.

    akanksha.menon@me.gatech.edu

    Akanksha Menon Profile

    Research Focus Areas:
    • Combustion
    • Energy
    • Renewable Energy

    IRI Connections:

    Baabak Ashuri

    Baabak Ashuri

    Baabak Ashuri

    Professor

    Baabak Ashuri is Professor in Schools of Building Construction, and Civil & Environmental Engineering, and Fellow of Brook Byers Institute for Sustainable Systems at Georgia Tech. His research/teaching occupy a distinctive position, bridging the fields of building construction, civil and environmental engineering, economics, and operations research. His work has focused on Quantitative Methods for Construction Engineering and Management with important contributions in the areas of construction analytics, innovative project delivery, and valuation of green-energy investments. He has 159 publications, including 44 refereed-journal papers, and secured $6.77M funding from NSF, FHWA, DOE, CII, GDOT, and Perkins+Will, to name a few. The impact of Dr. Ashuri’s research was recognized by several awards (CII/FIATECH Outstanding Early Career Researcher, ASCE Thomas Fitch Rowland, ASC National Research Faculty, DBIA Distinguished Leadership, and AASHTO High-Value Research “Sweet Sixteen”). Dr. Ashuri has chaired the ASCE Construction Research Council (CRC) and currently serves on the ASCE Construction Institute (CI) Board of Governors.

    baabak.ashuri@coa.gatech.edu

    (404) 385-7608

    Departmental Bio

    Research Focus Areas:
    • Energy Utilization and Conservation
    Additional Research:
    Building Technologies; System Design & Optimization

    IRI Connections:

    Kevin Caravati

    Kevin Caravati

    Kevin Caravati

    GTRI Liaison for Sustainability Research
    Principal Research Scientist
    Manager, Energy and Sustainability Research Program

    Mr. Caravati is a Principal and Founder of Applied Plasma Arc Technologies, LLC and a Senior Research Scientist and Professional Geologist at the Georgia Tech Research Institute (GTRI), the applied research arm of the Georgia Institute of Technology. He received his Bachelor’s degree in Geology from the University of Dayton, Ohio, and a Master of Science in Geology-Hydrogeology track from the University of South Florida in Tampa, Florida. He earned a Master’s degree in Business Administration (International Business) from the Stetson School of Business and Economics at Mercer University in Atlanta. He began work with GTRI in 2002.

    Mr. Caravati served as a Hydrogeologist, Project Manager, and Project Director for a wide range of water resources and water quality projects in the United States, Mexico and England. He has led numerous water resource investigations that included delineating watersheds using aerial imagery and GIS tools, well installation and testing programs, monitoring and field data collection programs, and developing ground water flow and contaminant transport models for predictive studies. Since 2008, he served as Director of the Environmental Safety and Occupational Health Programs at GTRI, and as Program Manager for environmental engineering research for a global services provider. Mr. Caravati also served as a research lead in Georgia Tech’s Plasma Arc Research Facility. 

    Mr. Caravati’s areas of research include the design and prototyping of dry sanitation systems; testing of chemical and biological sensor systems for environmental applications; modeling of renewable energy systems for rural areas; water supply and wastewater studies for sustainability and energy efficiency; and water resource investigations for rural watersheds in developing countries. He serves as a Research Advisor to Georgia Tech’s Engineering Students Without Borders chapter, and in 2007 he led or participated in projects in Angola, Bolivia, and Yellowstone National Park, and served in an advisory capacity for projects in Kenya, Japan, Korea, Guam, and Ireland.

    kevin.caravati@gtri.gatech.edu

    (404) 407-8058

    Departmental Bio

    Research Focus Areas:
    • Renewable Energy
    Additional Research:
    Solar

    IRI Connections:

    Yiyi He

    Yiyi He

    Yiyi He

    Assistant Professor

    Yiyi He is an assistant professor in the School of City and Regional Planning (SCaRP) at the College of Design at Georgia Tech. Her research centers on the interdisciplinary fields of urban planning, GIScience, climate science, and artificial intelligence. She is interested in building a better understanding of the uncertainty and asymmetric impacts of climate-change-induced extreme weather events (e.g., flooding, wildfires, extreme heat) on critical components of the built environment (e.g., lifeline infrastructure networks, vulnerable neighborhoods). She leverages data-driven approaches, such as GIS, network science, hyperspectral remote sensing, machine learning, and spatial statistics to tackle complex challenges in climate change and resilience research and to inform more intelligent planning and policy directives.

    Her previous work involves using 3D hydrodynamic flood models to simulate flooding under different climate change scenarios and analyze the impact of both coastal and inland flooding on critical infrastructure networks. She received her bachelor’s degree from Nanjing University and her master’s and Ph.D. degree from UC Berkeley.

    yiyi.he@design.gatech.edu

    College of Design Profile Page

    Google Scholar

    Research Focus Areas:
    • City and Regional Planning
    • Machine Learning
    Additional Research:

    GI Science Network ScienceEnvironmental Planning


    IRI Connections:

    Andre Calmon

    Andre Calmon

    Andre Calmon

    Associate Professor

    Dr. Andre Calmon is an Assistant Professor of Operations Management at Scheller College of Business, the co-director of Sustainable-X, and a Brook Byers Institute Faculty Fellow. Before joining Georgia Tech, he was an Assistant Professor of Operations Management at INSEAD.

    Andre’s research uses data, analytics, and mathematical modeling to address sustainability and efficiency issues in innovative business models. More broadly, his research investigates how organizations can use analytics and business model innovation to generate positive social and environmental impact while increasing profits. His work has been published in premier management journals such as Management Science, Manufacturing & Service Operations Management, and Production and Operations Management.

    Andre is a renowned educator, and his innovative pedagogy resulted in several award-winning new courses, case studies, and student-led ventures. In particular, the sustainability pedagogical material he developed was the Grand Prize winner of the Page Prize. Furthermore, Andre’s teaching fosters a “classroom-to-startup-to-research” pipeline, and much of his research examines new management challenges faced by startups founded by his former students.

    Andre received a Ph.D. in Operations Research from MIT. He also holds an M.Sc. in Electrical Engineering from the Universidade Estadual de Campinas (Unicamp) and a B.Sc. in Electrical Engineering from the Universidade de Brasília (UnB).

    andre.calmon@scheller.gatech.edu

    Departmental Bio

  • Personal Website
  • University, College, and School/Department
    Research Focus Areas:
    • Analytics and Prognostics Systems
    Additional Research:
    data, analytics, mathematical modeling, business modeling for sustainability and efficiency, operations management, emerging markets 

    IRI Connections:

    Peng Chen

    Peng Chen

    Peng Chen

    Assistant Professor

    Dr. Chen is an Assistant Professor in the School of Computational Science and Engineering. Previously he was a Research Scientist at the Oden Institute for Computational Engineering and Sciences at the University of Texas at Austin. Dr. Chen’s research is in the multidisciplinary fields of computational mathematics, data science, scientific machine learning, and parallel computing with various applications in materials, energy, health, and natural hazard. Specifically, his research focuses on developing fast, scalable, and parallel computational methods for integrating data and models under high-dimensional uncertainty to make (1) statistical model learning via Bayesian inference, (2) reliable system prediction with uncertainty quantification, (3) efficient data acquisition through optimal experimental design, and (4) robust control and design by stochastic optimization.

    pchen402@gatech.edu

    Office Location:
    CODA | E1350B

    Scientific Machine Learning (SciML) and Uncertainty Quantification (UQ)

    Google Scholar

    Research Focus Areas:
    • Advanced Materials
    • Geosystems
    • Machine Learning
    Additional Research:

    Bayesian InferenceInfectious DiseasesOptimal Experimental DesignPlasma FusionStochastic OptimizationUncertainty Quantification


    IRI Connections: