Inho Hong is an Assistant Professor at the Graduate School of Data Science, Chonnam National University (Gwangju, Korea), leading the Computational Social Science and Complex Systems Lab (CSL). His research explores socio-spatial systems through data science and complex systems methods, focusing on urban dynamics, human mobility, and AI's societal impact. Education: Ph.D. in Physics (2019), Pohang University of Science and Technology (POSTECH) M.S. in Physics (2012), POSTECH B.S. in Physics (2010), POSTECH Research Interests: Urban Data Science : Analyzing urban scaling laws and innovation pathways Human Mobility : Modeling intra-city movement patterns Social Impact of AI : Ethical and societal challenges Natural Language Processing : Text embedding for policy analysis Complex Systems : Network approaches to protests and epidemics Recent Work Trends: Over 2020–2022, his articles centered on pandemic control, protest networks, and urban green spaces' psychological impact. Recent 2023–2025 work extends to vocational education analysis and mobility laws within cities. His methods combine network science with large-scale data analytics. Awards: Young Statistical Physicist Award (Korean Physical Society, 2021) Best Paper Award (Korea Computer Congress 2021) Global Ph.D. Fellowship (NRF, 2014–2017) Grants & Labs: Current lab focuses on socio-spatial systems. Past roles include Associate Research Scientist at Max Planck Institute for Human Development (2020–2023) and Postdoctoral Fellowships at POSTECH and APCTP.
Robert Swinney is the Senior Associate Dean for Executive MBA and Quantitative Management Programs and a Professor of Operations Management at Duke University's Fuqua School of Business. He specializes in strategic supply chain operations, consumer behavior dynamics, and platform management. His research explores sustainability, risk mitigation, and ethical practices within complex supply networks. Education: Bachelor of Science in Astronomy, California Institute of Technology PhD in Operations Management, Wharton School, University of Pennsylvania Prior Role: Associate Professor at Stanford University Graduate School of Business Research Interests: His work addresses operational implications of consumer behavior, start-up and platform operations, supply chain resilience, and ethical sourcing strategies. He emphasizes practical applications in healthcare, food delivery systems, and digital content platforms. Editorial Contributions: Currently serves as Department Editor at Manufacturing & Service Operations Management , with prior roles at Management Science and Production & Operations Management . Advising & Grants: No specific grants or advising roles explicitly listed in provided text.
Gregory Paradis is an Assistant Professor in the Department of Forest Resources Management at the University of British Columbia (UBC) Faculty of Forestry. His research focuses on sustainable forest management, integrating operations research, mathematical optimization, and systems modeling to address complex interactions between ecosystems, industries, and society. He works with the FRESH Lab and collaborates with the Integrated Remote Sensing Studio, emphasizing ecological and economic integration in forest planning. Sustainable Forest Management Operations Research Forest Economics Data Science Risk Assessment GIS-based Methods His research spans forest inventory optimization, climate change adaptation strategies, wildfire risk modeling, and decision support systems for invasive species. He develops computational frameworks to enhance wood supply planning, carbon management, and ecological resilience. Recent work includes machine learning applications for fire safety in timber structures and automated road planning tools for wildlife conservation. Paradis’s publications highlight trends in applying optimization methods to sustainable forestry, with a focus on biodiversity, climate adaptation, and value chain innovation. He advocates for interdisciplinary approaches that bridge silviculture, industrial engineering, and data science to tackle emerging challenges in forest ecosystems. As an educator, he seeks motivated students with quantitative and creative problem-solving skills. His lab collaborates on remote sensing integration, risk assessment models, and policy-relevant forest management strategies, ensuring plans account for uncertainties like insect infestations or windthrow events.
Professor Ashley Braganza serves as Dean of Brunel Business School at Brunel University London and holds the Chair in Business Transformation. He founded and co-directs Brunel's interdisciplinary Research Centre for Artificial Intelligence (established 2018), which includes a dedicated AI Lab and forms part of Brunel's broader AI Ecosystem. His leadership secured £3.5 million in grants during the 2022/23 academic year and a recent €5.8 million ELOQUENCE EU project (2024-2027). His academic qualifications include a PhD in Organisational Change and Information Systems from Cranfield University and an MBA in Strategic Management Responsibility from the University of Strathclyde. Professor Braganza's research centers on artificial intelligence, big data, change management, strategy implementation, process and knowledge management, and transformation-enabled information systems . His practice-based approach stems from over 40 major consultancy projects with global organizations including BT, Microsoft, McDonald's, Astra Zeneca, and UN agencies. He champions interdisciplinary experiential learning and rigorous academic research with real-world applications. Analysis of his 15 most recent publications reveals dominant trends in applying AI and digital technologies to healthcare supply chains, blockchain governance, and socioeconomic challenges like digital poverty. His work consistently bridges operations management, information systems, and social sciences while examining human-organizational impacts of technological transformation. His distinguished recognition includes: Election to the British Academy of Management College of Fellows for 25+ years of scholarly contribution and community service Professor Braganza has directed significant research initiatives including the British Academy-funded digital poverty study in Margate, UK-India collaborative projects on AI in healthcare productivity, and curriculum development for special needs trainers. His consultancy assignments with major corporations have co-created practical frameworks for implementing complex organizational change programs. He founded and chairs the British Academy of Management Special Interest Group in Transformation, Change and Development, and directs Brunel's AI: Social and Digital Innovation Research Centre, fostering cross-disciplinary collaboration through the Operations and Information Systems Management Research Group (OISM).
Yusupova Guzel Fatehovna is an Associate Professor at the Department of Applied Economics within the Faculty of Economic Sciences at the National Research University Higher School of Economics (HSE), where she has been working since 1998 with 28 years of scientific and teaching experience. She also serves as a Senior Research Fellow at the Institute for Enterprise and Market Analysis, specifically in the Laboratory of Competition and Antimonopoly Policy. Her research interests focus on Industrial Organization, Competition Policy, Antitrust Economics, Digital Markets, Market Analysis, and Economics of Network Effects, with particular attention to Russian industrial markets. Her professional expertise stems from her Candidate of Economic Sciences degree (2007) in Economics and Management of the National Economy, with a dissertation on "Boundaries of Russian markets and competition," and her Associate Professor title awarded in 2013. Dr. Yusupova's publication record shows a consistent focus on competition policy and market analysis, with her most recent work examining AI applications in cartel detection, digital platform competition, and the nuances of antitrust enforcement in specialized markets. Her research demonstrates progression from foundational industrial organization topics to increasingly complex digital market challenges. Honorary certificate of the Ministry of Science and Higher Education of the Russian Federation (November 2022) Gratitude of HSE (March 2022) Gratitude of the Faculty of Economic Sciences HSE (January 2021) Winner of the Competition for the best Russian-language scientific works of HSE employees - 2021 Multiple academic bonuses for publications and contributions to HSE reputation (2010-2024) As an educator, Dr. Yusupova teaches graduate and undergraduate courses including Analysis of Industry Markets and Competition Policy, Introduction to the Economy of Digital Platforms, and Theory of Industrial Markets. Her teaching reflects her research expertise, bridging theoretical industrial organization concepts with practical antitrust applications. She has participated in numerous international conferences and research projects focused on competition policy effectiveness, with particular emphasis on Russian market contexts and transition economy challenges.
Dr. Reza Fazeli is a Research Fellow at the Zero-Carbon Energy for the Asia-Pacific Grand Challenge at the Australian National University's School of Engineering. He joined ANU in January 2020, following six years as a Research Analyst and Adjunct Lecturer at the University of Iceland. His research focuses on sustainable energy transitions, decarbonization strategies, and energy policy assessment. Education background: PhD in Sustainable Energy Systems, University of Porto (MIT-Portugal program) MSc in Energy Systems Engineering, Sharif University of Technology BSc in Mechanical Engineering, University of Tehran Dr. Fazeli's research spans energy modeling, system dynamics, and multi-criteria decision analysis. He investigates decarbonization pathways for transportation and energy systems, GIS-based sustainability assessments, and hydrogen economy transitions. His work combines technological and behavioral perspectives to develop sustainable energy solutions. His recent publications focus on hydrogen certification, emission accounting frameworks, and renewable integration challenges. Articles consistently address policy-technical interfaces in energy transitions, with increasing emphasis on international hydrogen trade and certification systems since 2021. Dr. Fazeli leads research on green hydrogen economy assessments and coordinates cross-disciplinary projects at the ANU Energy Change Institute.
Didier Sornette is Professor on the Chair of Entrepreneurial Risks at ETH Zurich since 2006, with concurrent affiliations as Professor at the Swiss Finance Institute, Special Professor at Tokyo Tech's Institute of Innovative Research, and Chair Professor (part-time) at Southern University of Science and Technology (SUSTech) in China. He founded the Financial Crisis Observatory (FCO) in 2008 to rigorously test financial market predictability during bubbles and co-developed the collaborative platform xYotta since 2012. Research Focus: Predictability and control of crises in complex systems, including financial crashes, earthquakes, social network dynamics, and medical applications (immune systems, epilepsy). Key Concept: Coined 'Dragon-kings' to describe extreme events with identifiable precursors, emphasizing their predictability. Scientific Awards AAAS Fellow (2013) Member of the Swiss Academy of Engineering Sciences (2019) E. N. Lorenz Lecture (2010), Ehrenfest Colloquium (2011) He has mentored 36 PhD students, supervised 120 master theses, and guided 38 post-docs (as of December 2019).
Ibo van de Poel is a Full Professor at Delft University of Technology , within the Faculty of Technology, Policy and Management , specifically in the Section Philosophy . He holds the prestigious Antoni van Leeuwenhoek professorship , awarded to excellent young researchers, and is a leading figure in Design for Values , engineering ethics , and technology as social experimentation . Education: Van de Poel studied Philosophy of Science, Technology and Society at the University of Twente , with a propaedeutic exam in Mechanical Engineering . He earned his PhD in Science and Technology Studies (STS) in 1998 from the University of Twente , under the supervision of Prof. Dr. A. Rip. Research Interests: His research spans three major themes: Design for Values : Investigating how moral values can be integrated into engineering design, including empirical studies on how engineers handle value conflicts. Moral Responsibility in R&D Networks : Exploring the "problem of many hands" in large-scale research and development projects, developing formalizations and empirical methods. Ethics of Emerging Technologies : Examining ethical issues in new technologies like nanotechnology and synthetic biology , with a focus on technology as social experimentation . Publications and Impact: Van de Poel has authored over 25 international peer-reviewed articles and 15 book contributions . He is co-editor of major works including the Handbook of Philosophy of Technology and the Engineering Sciences (Elsevier, 2009), Philosophy and Engineering (Springer, 2010), and Ethics, Engineering and Technology (Wiley-Blackwell, 2011). His recent work includes leading the VICI project "New Technologies as Social Experiments" , funded by NWO. Scientific Awards: Antoni van Leeuwenhoek Professorship (TU Delft) VICI Grant for "New Technologies as Social Experiments: Conditions for Morally Responsible Experimentation" Advising and Grants: Van de Poel has led and contributed to multiple high-impact projects, including: NWO Project on "Moral Responsibility in R&D Networks" (2007–2012) EU Project on ethical issues in synthetic biology (2009–2011) VICI Project on "New Technologies as Social Experiments" (ongoing) He has also supervised PhD students and contributed to educational innovations, including the development of the AGORA web-based program and the first Dutch textbook on ethics and technology . Labs and Teams: Van de Poel is an active member of 4TU.Ethics & Technology , a federation of Dutch technical universities focused on ethics and technology. He contributes to the Simon Stevin Series in the Ethics of Technology and participates in various reading groups and PhD communities within the network.
Christine Mahoney is a Professor of Public Policy and Politics and Chief Innovation Officer at the Frank Batten School of Leadership and Public Policy at the University of Virginia. She also serves as Director of the Tadler Program in Impact Investing in Appalachia, the UVA Environmental Institute-funded Climate Collaborative on Appalachian Renewable Energy & Resilience, and the EPA-funded Community Change project for economic development in Appalachia. Previously, she was an Assistant Professor at the Maxwell School of Syracuse University and Director of the Center for European Studies and the Maxwell EU Center. Dr. Mahoney earned her Ph.D. in Political Science from Pennsylvania State University in 2006, with fields of study in American politics, Comparative politics, and Research Methods & Statistical Analysis. She also completed her M.A. (2003) and B.A. (2001) in Political Science and International Politics, respectively, at Pennsylvania State University. Professor Mahoney specializes in social justice advocacy, activism, and direct action through social entrepreneurship. Her research focuses on how advocates shape public policy, with particular attention to lobbying strategies in powerful political systems like the United States and the European Union. She has conducted extensive fieldwork in seven conflict zones across Asia, Africa, Eastern Europe, and Latin America, studying the rights of forcibly displaced people and proposing innovative solutions through social entrepreneurship. Her work bridges political science with practical applications in impact investing and refugee integration, creating tangible pathways for social change through entrepreneurial approaches. Professor Mahoney's scholarly output reveals an evolution from comparative studies of advocacy systems to practical applications of social entrepreneurship for forcibly displaced populations. Her early work established foundational knowledge about lobbying in transatlantic political systems, while her more recent research has shifted toward actionable solutions for global displacement crises and sustainable community development. This trajectory demonstrates her commitment to translating academic insights into real-world impact, particularly through the lens of social entrepreneurship and impact investing. Fulbright Fellow Visiting Scholar at Oxford National Science Foundation grant recipient Emerging Scholar award from the American Political Science Association UVA's Public Impact-Focused Research Award Through Social Entrepreneurship at UVA (SE@UVA), which she founded and led for a decade (2011-2021), Professor Mahoney has mentored over 80 student social enterprise teams and supported more than 100 social entrepreneurs with over 38,400 hours of pro-bono consulting. She has secured $37.7 million in funding for programs addressing social and environmental challenges, including the Tadler Program in Appalachia that has made significant strides in advancing rural policy and economic development. Her work demonstrates a consistent commitment to connecting academic research with practical applications that address pressing social problems. Professor Mahoney leads several significant initiatives including the Refugee Investment Network, where she serves as fellow and advisor, and multiple UVA-based programs focused on social entrepreneurship, impact investing, and community development. Her interdisciplinary approach brings together policy experts, social entrepreneurs, impact investors, and community stakeholders to develop innovative solutions to complex social problems, particularly in the areas of refugee integration and rural economic development in Appalachia.
Gioele Zardini is the Rudge (1948) and Nancy Allen Assistant Professor at MIT's Department of Civil and Environmental Engineering (CEE), with affiliations to the Laboratory for Information and Decision Systems (LIDS) and the Institute for Data, Systems, and Society (IDSS). He holds a PhD from ETH Zurich and previously worked as a postdoctoral scholar at Stanford University. His research focuses on co-design of complex systems, autonomous systems, and game-theoretic modeling of transportation networks. Education: BSc and MSc in Mechanical Engineering and Robotics from ETH Zurich (2017–2019), PhD in 2023. He has held visiting roles at nuTonomy Singapore, Stanford, and MIT. Research interests include co-design methodologies, autonomous vehicle systems, compositionality in engineering, and strategic interactions in mobility networks. Recent work emphasizes scalable fleet coordination, safety-critical robotics, and user-centric transportation solutions. Notable awards include the 2024 ETH Doctoral Dissertation Award (Silver Medal), Best Paper at ITSC 2021, and federal grants for enhancing urban transit equity. He leads the Zardini Lab, fostering interdisciplinary collaboration in systems engineering and autonomy. Grants and advising: Received federal grants for transit accessibility projects. His work on Autonomy Talks has produced over 180 recorded lectures, promoting knowledge exchange in autonomous systems. Labs/Teams: Principal Investigator at LIDS, affiliate at IDSS, and founder of the Zardini Lab, focusing on systems co-design, mobility innovation, and game-theoretic frameworks.
Professor Phil Clark is a Professor of International Politics at SOAS University of London, specializing in conflict and post-conflict issues with a focus on transitional justice, peacebuilding, and reconciliation after mass atrocity in Rwanda, Uganda, the Democratic Republic of Congo, and Burundi. He holds a DPhil in Politics from the University of Oxford, where he studied as a Rhodes Scholar, and a Bachelor of International Studies from Flinders University. His research focuses on international, national, and community-based responses to mass violence in Central Africa, particularly examining the gacaca community courts in post-genocide Rwanda and the International Criminal Court (ICC). Professor Clark has advised multiple governments (Danish, Sudanese, Swedish, Ugandan, and UK), international organizations (ICC, International Criminal Tribunal for Rwanda), and NGOs (Human Rights Watch, Crisis Group) on conflict issues in Africa. Professor Clark's work spans several key areas including the History, Politics and Law of the African Great Lakes; Transitional Justice Theory and Practice; the Politics of Violence; Community-Based and Customary Law; Conflict Resolution and Reconciliation; the Politics of International Criminal Justice; Peacebuilding, Security and Post-Conflict Reconstruction; and Moral and Political Philosophy. His approach often combines theoretical analysis with practical fieldwork in post-conflict societies. His publications reveal a consistent focus on the tension between international legal frameworks and local justice mechanisms, particularly examining how post-genocide societies navigate complex reconciliation processes. Over time, his work has evolved from documenting specific cases (like the gacaca courts) to analyzing broader patterns of transitional justice and international criminal law across the African continent. Shortlisted for the Raphael Lemkin Award for best book on genocide and mass violence (for "Distant Justice: The Impact of the International Criminal Court on African Politics") Regular contributor to major media outlets including The New York Times, Foreign Affairs, Washington Post, The Guardian, and BBC Frequent media commentator on international news networks including BBC, France 24, Al Jazeera, CNN, and Deutsche Welle Professor Clark has supervised multiple PhD students working on topics related to conflict analysis, women's access to transitional justice, China-Africa relations, and conflict transformation. His current research includes "Intergenerational Justice in Eastern Africa" and "Reframing Justice after Atrocity," which examines justice interactions beyond the linear international-to-national transmission of norms and practices. He has led significant research projects, including serving as technical advisor and co-author of a 2007 UN Office of the High Commissioner for Human Rights project surveying popular perceptions of transitional justice and peacebuilding in northern Uganda. His ongoing work continues to shape academic and policy discussions about justice mechanisms in post-conflict societies.
Dr. Claire Kremen is a Professor at the University of British Columbia (UBC), holding joint appointments in the Institute for Resources, Environment, and Sustainability (IRES) and Zoology within the Faculty of Science. She is the President’s Excellence Chair in Biodiversity and a highly-cited researcher since 2014. Her work focuses on reconciling agricultural land use with biodiversity conservation, emphasizing strategies like diversified farming systems to enhance ecological connectivity, ecosystem services (e.g., pollination), and sustainable livelihoods. Her research spans field, lab, and modeling studies, addressing how diversified farming systems influence wildlife population persistence, pest control, and socio-economic outcomes. She has held prior faculty roles at Princeton University and the University of California, Berkeley, where she co-founded the Berkeley Food Institute. Her international collaborations include work in Madagascar and roles on Conservation International’s Scientific Advisory Board. Research Interests: Community ecology, ecosystem services, agricultural diversification, conservation policy, and environmental change. Key projects investigate how landscape design and farming practices balance biodiversity conservation with food production, using case studies in strawberry farming, pollinator networks, and pest control. Awards & Recognition: President’s Excellence Chair in Biodiversity (UBC), Clarivate Analytics Highly Cited Researcher (2014–present). Grants & Advising: Advises students via courses like RES 509 (Advanced Conservation Science) and RES 510 (Social-Ecological Systems). Her lab integrates empirical and theoretical approaches to address barriers to sustainable agriculture adoption and promotes policy frameworks for biodiversity-friendly farming. Labs & Teams: Leads the Conservation and Sustainable Agriculture Lab (WorCS Lab), collaborating with interdisciplinary teams on global food systems and biodiversity research.
Shivani Agarwal is an Associate Professor of Computer and Information Science and (by courtesy) Statistics and Data Science at the University of Pennsylvania. Her research focuses on computational, mathematical, and statistical foundations of machine learning, including algorithm design, theory, and applications in life sciences. She holds leadership roles in initiatives like the NSF-funded Penn Institute for Foundations of Data Science (PIFODS) and the Penn Research in Machine Learning (PRiML) forum. Previously, she was a Radcliffe Fellow at Harvard, and held academic positions at MIT, Indian Institute of Science, and the University of Illinois at Urbana-Champaign. Education: PhD in Computer Science from the University of Illinois, Urbana-Champaign. Prior roles include Assistant Professor (Ramanujan Fellow) at IISc, postdoctoral lecturer at MIT, and Radcliffe Fellow at Harvard. Research interests span machine learning theory, ranking systems, bandit algorithms, noisy label learning, and interdisciplinary applications in economics, operations research, and psychology. She has organized numerous conferences and workshops, including COLT 2020 and NIPS workshops on ranking and learning. Key professional activities include leadership in Indo-US research collaborations and editorial roles for the Journal of Machine Learning Research and Harvard Data Science Review.
Mazdak Nik-Bakht is an Associate Professor at Concordia University's School of Building, Civil, and Environmental Engineering. His work bridges construction engineering with digital innovation, focusing on smart infrastructure and sustainable development. PhD, Construction Engineering & Mgmt., University of Toronto PhD, Structural Engineering, Iran University of Science & Technology MASc & BASc, Structural and Civil Engineering, Iran University of Science & Technology His research integrates Artificial Intelligence and Social Network Analysis into construction management systems. Key areas include: Smart infrastructure and urban computing Deconstruction and circular economy principles Building Information Modeling (BIM) and digital twinning Process mining in Architecture, Engineering, and Construction (AEC) industry Decision models in construction project management Semantic computing and computational linguistics applications Recent publications show a focus on BIM analytics , urban resilience , and social media's role in infrastructure planning . Papers often combine AI and network theory to solve complex construction challenges. 2015 Outstanding paper award - Built Environment Project and Asset Management journal He teaches courses on: Big Data Analytics for Smart City Infrastructure Building Information Modeling (BIM) for Construction Building Economics Project Cost Estimating
Sanaa Ahmed is an Assistant Professor at the Faculty of Law, University of Calgary, where she joined in 2021. Prior to her current position, she was a Killam Postdoctoral Fellow at Dalhousie University. Her academic journey spans across multiple institutions and countries, reflecting her international perspective on legal issues. Her educational background includes: PhD from York University (2019) LLM from University of Warwick (2005) LLB from S.M. Law College, University of Karachi (2002) BA from University of Karachi (1998) Sanaa Ahmed's research focuses on the intersection of financial systems and criminal activity, with particular emphasis on money laundering , financial crime , and financial regulation . Her work also extends to criminal law , human rights , and surveillance practices. She examines how regulatory frameworks function in practice, particularly in the Canadian context, while also investigating transnational dimensions of financial crime and regulation in countries like Pakistan. Her approach combines legal analysis with political economy perspectives to understand the complex relationships between state institutions, capital flows, and crime prevention mechanisms. Her recent publications demonstrate a consistent focus on money laundering and financial regulation, with increasing attention to Canadian contexts in her most recent work (2023). She has also maintained a strong interest in Pakistan's regulatory environment and has explored connections between financial crime, human rights, and development in African contexts. Her work appears in diverse venues including academic journals, book chapters, and conference proceedings, reflecting her interdisciplinary approach to these complex legal issues. Her notable awards include: Killam Postdoctoral Fellowship, Dalhousie University (2019) Harley D. Hallet Graduate Scholarship, Osgoode Hall Law School (2018) Peter W. Hogg Graduate Award (2016) Before her academic career, Sanaa Ahmed had significant professional experience in journalism, working as an editor, writer, producer and reporter for several media outlets in Pakistan. This background informs her approach to legal scholarship, particularly in examining the practical implementation of regulatory frameworks and the relationship between law, media, and public understanding of financial crime. Her teaching includes courses on Crime (LAW 410) and Money Laundering (LAW 693), directly connecting her research expertise with her pedagogical responsibilities. While specific information about research labs or teams is not provided in the available materials, her collaborative work on publications like "Presence through absence? Understanding the role of capital in the African Human Rights Action Plan" suggests active engagement with international research networks focused on financial crime, human rights, and development.
