Dr. Matloob Khushi serves as a Senior Lecturer in Computer Science at Brunel University London's College of Engineering, Design and Physical Sciences. With over 25 years of combined academic and industry experience, his work bridges theoretical AI advancements with practical applications in finance, healthcare, and public health domains. His research has established significant collaborations with international banks, healthcare institutions, and technology startups. Dr. Khushi earned his PhD in AI and Data Science from the University of Sydney, developing novel algorithms for genomic data analysis. His postdoctoral research at the Children's Medical Research Institute (2014-2017) pioneered AI-based diagnostic tools for medical condition detection. More recently, he developed bioinformatics tools for environmental assessment under a UKRI NEC grant. Research Focus FinTech Innovation : Creator of the SS Ratio (incorporating volatility and drawdown sensitivities), advanced portfolio optimization models, and synthetic data generation techniques for fraud detection and credit risk assessment Bioinformatics Leadership : Developer of AI tools for genomic analysis and early cancer detection, featured in SBS News and The Daily Telegraph Public Health NLP : Architect of systems for vaccine misinformation detection, mental health monitoring, and health surveillance on social media His publication portfolio shows consistent growth from foundational bioinformatics work to current multimodal AI applications, with increasing interdisciplinary collaboration across finance and healthcare sectors. Awards and Recognition Ranked among Stanford/Elsevier's top 2% of global AI scientists Recipient of Best Paper Awards from IEEE Transactions on Computational Social Systems and PeerJ Media recognition for cancer detection research by major news outlets Mentorship and Teaching Dr. Khushi has supervised six PhD candidates to completion and over 100 postgraduate dissertations. He teaches CS3002 Artificial Intelligence and mentors students in Final Year Projects. His supervision focuses on Deep Learning/NLP for FinTech prediction and Public Health Surveillance applications, emphasizing practical implementation of theoretical concepts.
Dr. Nicola Mingotti is a Research Associate in the Department of Earth Sciences at the University of Cambridge, affiliated with the Institute for Energy & Environmental Flows (IEEF). His experimental research focuses on fluid mechanics in the context of energy transition, particularly carbon sequestration and underground hydrogen storage, while also addressing oceanic microplastics dispersion and atmospheric volcanic ash transport. Research Associate, University of Cambridge IEEF Flow Laboratory His work on multiphase flows spans volcanic eruptions, oceanic microplastics separation, and contaminant dispersion in hospital environments. Recent studies include Journal of Fluid Mechanics publications on bubble plumes (2023) and sediment-laden oceanic plumes (2022), alongside Communications Earth & Environment articles on CO2 storage (2024) and volcanic dynamics (2021). Scientific awards and honors: None explicitly mentioned in the text. As an engineering researcher, he led investigations on droplet transport in ventilation systems (Royal Papworth Hospital, 2021) and historical surgical environment design (2021). His publications demonstrate interdisciplinary expertise across environmental fluid mechanics, geological engineering, and public health.
Saurabh Amin is a Professor in the Department of Civil and Environmental Engineering at the Massachusetts Institute of Technology (MIT), where he also serves as the Edmund K. Turner Professor and Undergraduate Officer. He is a Principal Investigator at the Laboratory of Information and Decision Systems and holds affiliations with the Operations Research Center and the Center for Computational Science and Engineering. His educational background includes: B.Tech. 2002, Indian Institute of Technology (IIT) Roorkee M.S. 2004, University of Texas (UT) Austin Ph.D. 2011, University of California (UC) Berkeley Saurabh Amin's research focuses on the design and control of infrastructure systems using game theory and optimization in networks. His work spans three main areas: resilient network control, information systems and incentive design, and optimal resource allocation in large-scale infrastructure systems. By concentrating on critical infrastructure domains including highway transportation, electric power distribution, and urban water networks, his research develops innovative theory and tools to enhance system performance against both stochastic and adversarial disruptions. His approach involves modeling cyber-physical interactions in infrastructures to assess vulnerabilities, developing detection and response tools for failures at various scales, and designing economic incentive schemes that improve aggregate public good while accounting for dependencies and private information among strategic entities. Amin's work bridges mathematical systems theory with practical civil engineering applications, creating a rigorous theoretical foundation for infrastructure resilience that addresses diverse failure mechanisms from natural disasters to deliberate malicious actions. His recent publications demonstrate a strong focus on decarbonization of energy systems, resilient infrastructure planning under climate uncertainty, optimization methods for complex networked systems, and game-theoretic approaches to sustainable infrastructure management. His work increasingly integrates artificial intelligence and machine learning techniques with traditional control theory to address contemporary challenges in infrastructure resilience and sustainability. The research shows a clear trajectory toward addressing climate change impacts on infrastructure systems while maintaining economic efficiency and operational reliability. Professor Amin has received numerous prestigious awards and honors: Common Ground Excellence in Teaching Award, 2025 HSCC Test-of-Time Award, 2024 MIT CEE, Distinguished Service and Leadership Award, 2023 Samuel M. Seegal Prize (SoE) – inspiring students in pursuing and achieving excellence, 2022 Earll M. Murman for Excellence in Undergraduate Advising, 2022 C3.ai Digital Transformation Institute Research Award, 2020 MIT, Ole Madsen Mentoring Award, 2020 MIT, Energy Initiative Research Award, 2020 National Academy of Engineering, China-America Frontiers of Engineering Symposium speaker, 2019 MIT, Robert N. Noyce Career Development Professor, 2015-2018 Google Faculty Research Award, 2015 National Science Foundation CAREER Award, 2015 Siebel Energy Institute Research Award, 2015 MIT, Solomon Buchsbaum AT&T Research Fund Award, 2012 Professor Amin has been actively involved in significant research projects including the C3.ai DTI project on Causal Reasoning for Real-Time Attack Identification in Cyber-Physical Systems and another on Learning in Routing Games for Sustainable Electromobility. He serves as the chief scientist on multi-institutional NSF grants, including the $9 million Foundations of Resilient Cyber-Physical Systems (CPS) project. His teaching portfolio includes courses such as 1.008 Engineering for a Sustainable World, 1.104 Sensing and Intelligent Systems, 1.020 Engineering Sustainability: Analysis and Design, and 1.208 Resilient Networks. As Undergraduate Officer, he plays a key role in shaping the educational experience for civil and environmental engineering students at MIT. Professor Amin leads the Resilient Infrastructure Networks Lab at MIT, where his team develops theoretical foundations and practical tools for infrastructure resilience. The lab focuses on the intersection of control theory, game theory, and optimization applied to cyber-physical infrastructure systems. Current research directions include pandemic-resilient urban mobility and hurricane-resilient smart grid operations, reflecting the lab's commitment to addressing pressing societal challenges through rigorous systems engineering approaches.
Maxime Menuet is a Professor of Economics at Université Côte d'Azur (GREDEG) and a Research Associate at IPAG Business School in Paris. His academic credentials include a PhD in Economics and dual M.Sc. degrees in Macroeconomics/Finance and Mathematics from the University of Orléans, complemented by a 2023 HDR (Habilitation à Diriger des Recherches) from Paris VIII. 2023: HDR in Economics, Paris VIII 2018: PhD in Economics, University of Orléans 2015: M.Sc in Macroeconomics and Finance, University of Orléans 2015: M.Sc in Mathematics (Theoretical Probability), University of Orléans His research focuses on Economic Theory and Political Economy , with specialized expertise in public debt , macroeconomic stability , conflict dynamics , and interdisciplinary intersections with theology and history . Recent work explores environmental sustainability through fiscal policy, ideological clashes in macroeconomic governance, and historical economic thought from Jansenist perspectives. Maxime's publications since 2023 show strong interdisciplinary trends, blending theological analysis with economic modeling (e.g., New Testament debt language), refining game-theoretic conflict models , and advancing ecological macroeconomic frameworks for sustainable debt management. ANR Young Researcher Grant Best Paper Award, TIMTED Conference Visiting Scholarships: Duke University, Osaka University, UCAM Montreal As Deputy Director of EUR ELMI and co-director of the European Research Group on Money, Banking, and Finance, he leads major interdisciplinary initiatives. His teaching portfolio mirrors his research, covering economic theory, political economy, and debt/conflict dynamics.
Dr. Chenming Zhang is an Advanced Queensland Industry Research Fellow at the School of Civil Engineering, The University of Queensland. His research focuses on hydrological processes in coastal and terrestrial groundwater systems, with particular emphasis on evaporation-driven mass and heat transport in soils and tailings, and hydrogeochemical dynamics in aquifers and mine waste systems. Specializes in IoT-based environmental monitoring Develops numerical models for coastal aquifer dynamics Conducts field and laboratory experiments on tailings behavior Research interests span coastal hydrology, groundwater modeling, mine waste management, and environmental monitoring. He works on contamination transport, aquifer protection, and climate impacts on water systems. Recent publications analyze: Iron curtain formation in subterranean estuaries Sea water intrusion mechanisms Salinity dynamics in tidal wetlands Smart sewer monitoring systems Scientific awards include the prestigious Advanced Queensland Industry Research Fellowship. He supervises multiple PhD projects on mine waste hydrology and coastal aquifer management, with notable collaboration on: Evolution Mining's gold tailings projects ARC Discovery Projects on coastal processes Grange Resources' PAF cell instrumentation His work combines field measurements, laboratory testing, and computational modeling to address critical environmental challenges in mining and coastal zones.
Juha Järvelä is a Staff Scientist at the Department of Built Environment , Aalto University, and a member of the Aalto Environmental Hydraulics Lab . His research focuses on environmental hydraulics, particularly on Hydraulics of environmental channels Modeling of vegetated flows Environmentally sound hydraulic engineering Järvelä's research spans fluid dynamics in river systems, with an emphasis on vegetation-flow-sediment interactions. Key areas include flow resistance in flexible and rigid vegetation, hydrodynamic modeling of floodplains, and nature-based solutions for water management. His recent publications investigate Blockage effects of woody vegetation Longitudinal dispersion in patchy vegetation Two-stage channel performance in agricultural settings Hydrodynamic characterization of natural-like plants Järvelä has received notable scientific recognition, including 2014 : Outstanding Reviewer Award from the American Geophysical Union for Water Resources Research 2005 : Doctoral Dissertation Award from the Oskari Vilamo Foundation Contact: juha.jarvela@aalto.fi | Phone: +358505626727 | Postal: Tietotie 1 E, 02150 Espoo, Finland
Alexandra Paige Fischer is an Associate Professor at the University of Michigan School for Environment and Sustainability (SEAS) . Her research focuses on the human dimensions of environmental change , with emphasis on climate change adaptation , wildfire risk governance , and collective action in forested ecosystems . She collaborates with interdisciplinary teams and serves as a contributing author to the IPCC Sixth Assessment Report . PhD, Oregon State University (Forest Resources Social Science) MS, Oregon State University (Forest Resources Social Science) BA, Hampshire College (Cultural Anthropology) Her research integrates theories from natural resource sociology and human-environment geography , employing qualitative interviews , quantitative surveys , and social network analysis . She leads the Western Forest and Fire Initiative and investigates socio-ecological systems in fire-prone regions and coastal communities. Her work spans the U.S. West and Chile , where she explores global wildfire challenges and flammable plantation impacts. Recent publications highlight her contributions to climate adaptation frameworks , collective risk mitigation , and socio-ecological network analysis . She has received recognition as a Fulbright Scholar and leading fire science researcher . Fulbright Scholar, Facultad de Ciencias Forestales y Recursos Naturales, Universidad Austral de Chile 50 Female Leading Scholars in Fire Science Grants include USDA Forest Service projects on climate change impacts on family forestlands and forestry responses to climate change . She actively contributes to Nature Sustainability , Global Environmental Change , and serves as Associate Editor for Ecology and Society and Frontiers in Climate .
Camillo J. Taylor is the Raymond S. Markowitz President’s Distinguished Professor in the Department of Computer and Information Science at the University of Pennsylvania , where he has been a faculty member since 1997. He also serves as Associate Dean for Diversity, Equity, and Inclusion at the School of Engineering and Applied Science. His research focuses on Computer Vision and Robotics , particularly in 3D reconstruction, semantic mapping, and autonomous navigation. Education: A.B. in Electrical Computer and Systems Engineering, Harvard College (1988) M.S. and Ph.D. in Computer Science, Yale University (1990, 1994) Research Interests: Dr. Taylor’s work bridges Computer Vision and Robotics to enable autonomous systems to perceive and navigate complex environments. Key themes include semantic SLAM, event camera applications, and meta-learning for adaptive controllers. His projects often integrate vision, physics, and multi-agent collaboration, as seen in systems like EvMAPPER and OCCAM . Recent Article Trends: His 2024–2025 publications focus on semantic mapping , event-based vision , and multi-agent LLM systems , reflecting his lab’s emphasis on real-time perception, physics-informed reconstruction, and rational decision-making in robotics. These works span applications from solar eclipse imaging to wildfire analysis and natural hazard resilience. Awards: NSF CAREER Award (1998) Lindback Minority Junior Faculty Award (2001) IEEE WACV Best Paper Award (2012) Lindback Distinguished Teaching Award (2012) Advising and Service: Dr. Taylor has advised numerous PhD students, including Jason Hughes and Bowen Jiang. He has served as a Program Chair for CVPR (2006, 2017) and General Chair for ICCV (2021). His contributions to the GRASP Laboratory have advanced autonomous micro-UAVs and semantic SLAM.
Justin Yim is an Assistant Professor at the Department of Mechanical Science and Engineering at the University of Illinois Urbana-Champaign (UIUC), where he runs the Novel Mobile Robots Lab (NMbL). His research focuses on enabling high-performance locomotion in robots through concurrent design of mechanisms and controllers, inspired by biological systems. He previously earned his PhD in Electrical Engineering from UC Berkeley (2020) and dual BS degrees in Mechanical Engineering and Applied Mechanics/Electrical Engineering from the University of Pennsylvania (2015), followed by a postdoctoral researcher role at Carnegie Mellon University (2020-2022). PhD, Electrical Engineering, University of California, Berkeley (2020) MSE, Robotics, University of Pennsylvania (2015) BSE, Mechanical Engineering and Applied Mechanics/Electrical Engineering, University of Pennsylvania (2015) His research explores legged robot design, bioinspired robotics, and locomotion dynamics, with a focus on overcoming terrain challenges through minimalist mechanical systems and control strategies. Recent work emphasizes squirrel-inspired jumping and landing mechanics, programmable substrates for locomotion studies, and energy-efficient robot mobility. Selected article trends highlight innovations in monopedal hopping with series-elastic actuators, bioinspired balance control, underactuated bipedal walkers, and cooperative cable-driven modular robots. His work bridges theoretical insights with practical applications in extreme-terrain mobility. NSF CAREER Award (2025): 'Extreme Robot Walking: Speed, Agility, and Efficiency via Reduced Degrees of Freedom' NASA Innovative Advanced Concepts Fellow (2025) Justin Yim actively mentors graduate students and leads research projects in the NMbL lab, which develops robots capable of walking, hopping, and rolling in complex environments. Recent lab achievements include a Best Demo award at the 2nd Unconventional Robots Workshop (2025) and awards for outstanding locomotion papers. He teaches courses such as ME 370 Mechanical Design I and SE 422 (ME 446, ECE 489) Robot Dynamics and Control.
Steffi Haag is a Professor of Digital Innovation and Entrepreneurship at the Institute of Computer Science , Heinrich Heine University Düsseldorf (HHU) . She bridges the Faculty of Mathematics and Natural Sciences and Faculty of Business Administration and Economics , collaborating with the Center for Entrepreneurship Düsseldorf (CEDUS) to inspire tech startups. Her research focuses on sustainable information systems, digital experiences, and business models. Steffi Haag’s research integrates Shadow IT , Usable Cybersecurity , and Digital Idea Management . Her work emphasizes theoretical , quantitative , qualitative , and mixed-methods research , including experimental and survey methodologies. Steffi Haag’s publications (2018–2024) span Information Systems , Cybersecurity , Digital Twins , and Sustainable Design . Common themes include Shadow IT dynamics , user behavior in security , and innovation management . Hermann Gutmann Award for special scientific achievements (2023) Schöller Fellow (2020) HMD Best Paper Award (2018) Research Award in Data Protection and Data Security (2017) Dissertation Prize (2017) Steffi Haag has secured grants such as the TU Darmstadt Postdoctoral Fellowship for Female Researchers (2016–2018) and Deloitte Foundation Fellowship (2009–2011). She actively moderates conferences and serves as Associate Editor of Business & Information Systems Engineering .
Fulong Wu holds the prestigious Bartlett Chair of Planning at University College London's Bartlett School of Planning since 2011. This distinguished position has previously been held by notable figures including Sir Patrick Abercrombie, Sir William Holford, Lord Richard Llewelyn-Davies, Sir Peter Hall, and Mike Batty FRS. Professor Wu's appointment represents a significant moment for the school to redefine planning discipline in global terms for a new generation. Wu received his BSc and MSc degrees from Nanjing University and completed his PhD at the University of Hong Kong. Prior to joining UCL, he taught at the Universities of Southampton and Cardiff. His academic journey reflects a deep commitment to urban planning scholarship with a specific focus on Chinese urban contexts. BSc, Nanjing University MSc, Nanjing University PhD, University of Hong Kong Professor Wu's research centers on urban development in China and its social and sustainable challenges. His work critically examines the Chinese model of urban governance, state entrepreneurialism, and the financialization of Chinese cities. He has made significant contributions to understanding migration patterns, spatial inequalities, suburbanization, neighborhood governance, and urban poverty in Chinese cities. His research provides valuable insights that challenge Western-centric planning theories while enriching global urban studies with Chinese perspectives. His recent publications reveal a clear trend toward analyzing the evolving relationship between statecraft and urban governance in China, particularly in the context of post-pandemic recovery and financialization processes. A significant portion of his recent work examines how Chinese cities manage crises, with several studies focusing on the Shanghai lockdown experience. His ERC-funded project on rethinking China's model of governance serves as an intellectual anchor for much of this research, demonstrating how Chinese urban governance represents both a distinctive model and a critical lens for understanding global urban transformations. Professor Wu's scholarly recognition includes: Fellow of the Academy of Social Sciences (2016) ESRC 2013 Outstanding International Impact Award Fellow of the Higher Education Academy (2002) British Academy Fellow As Principal Investigator of a European Research Council (ERC) Advanced Grant project titled 'Rethinking China's Model of Governance,' Professor Wu leads significant research funding that supports his team's work. He co-founded and coordinates the China Planning Research Group (CPRG) at UCL with Professor Fangzhu Zhang, which has become an influential research cluster generating substantial impact within and beyond the university. His mentorship extends to supervising PhD students and collaborating with early-career researchers on China-focused urban studies. The China Planning Research Group (CPRG), jointly coordinated by Professor Wu and Professor Zhang, serves as a vital hub for research on Chinese urban development. This group has produced influential work on topics including rural migrants in urban China, Chinese land and housing development, urban neighborhoods, and regional governance systems. The CPRG's research output has significant policy implications and contributes to global debates about alternative urban development models beyond neoliberal paradigms.
Thomas Gillespie is a Professor and Co-Chair of the Environmental Science and Engineering (D.Env.) Program at the Department of Geography, University of California, Los Angeles (UCLA). His research integrates Geographic Information Systems (GIS), remote sensing, and biogeography to study tropical dry forests in biodiversity hotspots and develop predictive models for species distribution and conservation. Education: Ph.D. in Geography, UCLA (1998) M.A. in Geography and Planning, California State University, Chico (1994) B.A. in International Affairs, University of Colorado, Boulder (1990) Research Interests: Gillespie’s work focuses on field-based floristic surveys and remote sensing analysis of tropical dry forests across the Pacific, Caribbean, and California. He combines GIS with ecological data to model biodiversity patterns, anthropogenic disturbance impacts, and climate change scenarios. His research spans biogeography, conservation science, and environmental policy. Scientific Awards: NASA Earth and Space Science Fellowship Grants: Gillespie has secured major grants from the National Science Foundation (NSF), Environmental Protection Agency (EPA), National Institutes of Health (NIA, NICHD), and MacArthur Foundation for projects on urban greening, disaster recovery, and tropical forest conservation.
Professor John L Provis is a leading expert in cement materials science at the University of Sheffield 's School of Chemical, Materials and Biological Engineering. He also holds a Visiting Professor position at Luleå University of Technology's Building Materials division. PhD in Chemical Engineering (University of Melbourne) 2013 RILEM Robert L'Hermite Medal 2015 Honorary Doctorate from Hasselt University Editor-in-Chief of Materials and Structures His research focuses on alkali-activated materials and geopolymer binders for sustainable construction, with key themes in chemical speciation , waste immobilization , and novel cement systems for nuclear applications. Recent publications highlight 15 representative articles spanning topics: Radiation-resistant cementitious matrices Geopolymer synthesis for heavy metal containment Thermodynamic modeling of binder systems Corrosion mechanisms in alkali-activated concretes Low-carbon cement alternatives Microstructural analysis via advanced spectroscopy Scientific Recognition : RILEM Robert L'Hermite Medal recipient Hasselt University Honorary Doctorate Editorial leadership roles in major journals Contact: j.provis@sheffield.ac.uk | Sir Robert Hadfield Building, University of Sheffield
Tracy Xiao Liu is a Professor at the Department of Economics, School of Economics and Management, Tsinghua University. Her research focuses on behavioral market design and the intersection of economics and computer science (Econ-CS), utilizing experimental methods to explore decision-making mechanisms, incentive structures, and behavioral spillovers. Her publications span journals such as Management Science , Games and Economic Behavior , and Journal of Economic Behavior & Organization . Key themes include behavioral economics, game theory, public goods, and experimental studies on market design, incentive contracts, and social preferences. Recent work examines AI-driven economic rationality (GPT models), energy policy impacts, and virtual red packet dynamics in online groups. Tracy collaborates with scholars across institutions, including her husband Baoping Liu (Peking University, harmonic analysis). Her experimental research bridges microeconomic theory with real-world applications in education, pensions, and crowdsourcing platforms.
Andreas Jentys is a Professor at the Department of Technical Chemistry within the TUM School of Natural Sciences at Technische Universität München (TUM). His research focuses on understanding surface reactions and transport phenomena in mesostructured, micro- and mesoporous oxides with acid/base or redox properties, as well as supported metal catalysts for gas and condensed phase reactions. He prepares materials with tailored functionality and studies their sorptive and catalytic properties using in situ electron and vibrational spectroscopy combined with microkinetic experiments. Education: PhD (Dr. techn.) in Chemistry from TU Wien (1991) Postdoctoral: Royal Institution of Great Britain (1992-1993) with Prof. Richard Catlow Academic Career: TU Wien (1998: Associate Professor), TUM (1999: Senior Scientist; 2011: Professor) Teaching: Active in TUM Asia since 2006 Research interests span catalysis, surface chemistry, material science, and chemical reaction engineering. He specializes in zeolites, bimetallic catalysts, and in situ spectroscopic methods. Recent work examines: Hydrogen evolution and carbon-carbon coupling on Cu Methane activation via Co²⁺ sites in ZSM-5 Photocatalytic systems using metal-organic frameworks Solvent effects in palladium-catalyzed hydrogenation CO₂ hydrogenation over bifunctional catalysts Publications trend toward heterogeneous catalysis, with emphasis on: Design of mesoporous and microporous materials Characterization of metal clusters and oxo species Microkinetic modeling of catalytic systems Environmental applications (NOx/CO₂ reduction) Hydrogen and hydrocarbon processing Teaching includes courses on: Reaction Engineering and Kinetics Industrial Chemical Processes I & II Fundamentals of Catalysis TC Praktikum (internship)
