Brian Scholl is a Professor of Psychology at Yale University, specializing in visual cognition, perception, and cognitive science. His research explores how visual perception interacts with higher-level cognition, including object persistence, event perception, causality, and intuitive physics. He leads the Yale Perception & Cognition Lab, focusing on dynamic events, attention, and computational models. He earned his Ph.D. from Rutgers University in 1999. His work spans experimental psychology, neuroscience, and computational modeling, with a focus on phenomena like inattentional blindness, scaffolded attention, and event segmentation. He has authored numerous papers and presented at international conferences, contributing to debates on perception vs. cognition interactions. Key research areas include the perception of dynamic event types, the role of intuitive physics in visual processing, and the influence of event boundaries on memory and decision-making. His lab employs computer-based experiments and collaborations with computational models to study perception across species and clinical populations.
John P. O'Doherty serves as the Fletcher Jones Professor of Decision Neuroscience within Caltech's Division of Humanities and Social Sciences, holding continuous faculty appointments since 2004 (Assistant Professor 2004-07, Associate Professor 2007-09, Professor 2009-present, Fletcher Jones Professor 2021-present). He previously directed the Caltech Brain Imaging Center (2013-17) and maintains affiliations with the T&C Chen Center for Social and Decision Neuroscience. His educational background includes a B.A. from University of Dublin, Trinity College (1996) and D.Phil. from University of Oxford (2000). His research focuses on computational and neural mechanisms of reward-based learning and decision-making , employing fMRI, intracranial recordings, and mathematical modeling to investigate how the brain solves complex decision problems through evolutionarily conserved algorithms. Key areas include Reinforcement learning systems (model-based/model-free arbitration) Observational and social learning mechanisms Neural representation of value, risk, and uncertainty Computational phenotyping of mental disorders Temporal dynamics of goal persistence Analysis of his 2023-2025 publications reveals dominant trends in computational psychiatry (problem gambling, autism traits), hierarchical decision-making, and neuroeconomic modeling of social behavior. His work consistently integrates cross-species computational frameworks with human neuroimaging to identify transdiagnostic mechanisms. While specific awards beyond his endowed professorship aren't detailed, his leadership as Brain Imaging Center Director and prolific high-impact publications demonstrate significant recognition. Current advising includes graduate researcher Sneha Aenugu on goal-persistence projects, with administrative support from Mary A. Martin (mmartin@caltech.edu). His active research program continues to pioneer computational approaches to understanding decision pathologies.
Martijn Kuller is Assistant Professor of Nature-Based Solutions and Water at Utrecht University's Copernicus Institute of Sustainable Development. He holds a PhD in Urban Water Management from Monash University, an MSc in Urban Environmental Management from Wageningen University, and a BSc in Economics and Policy. Research expertise includes: Nature-based solutions for urban water management Spatial planning support systems (SSANTO tool developer) Climate adaptation strategies for cities Publications demonstrate strong focus on blue-green infrastructure planning, flood vulnerability assessment, and decision-making frameworks for sustainable urban development, with recent work in Colombian cities. Awarded the prestigious Marie Sklodowska-Curie Fellowship for transnational research. International experience includes positions at Eawag (Switzerland), Université Laval (Canada), and University of New South Wales (Australia), working on projects ranging from flood early warning systems to stormwater quality modeling.
Marya Besharov is a Professor of Organisations and Impact at Saïd Business School, University of Oxford, and Academic Director of the Skoll Centre for Social Entrepreneurship. She holds a BA, MA, and PhD from Harvard University, alongside an MBA from Stanford University. Her work focuses on leadership, social impact, and hybrid organizations, advising global entities on balancing social and financial priorities. Education: PhD in Organizational Behavior, Harvard University MA in Sociology, Harvard University BA in Social Studies, Harvard University MBA, Stanford University Research Interests: Dr. Besharov’s research explores how organizations navigate competing goals, particularly in hybrid models like social enterprises. She investigates organizational identity, institutional logics, and leadership frameworks for systemic change. Her findings appear in Administrative Science Quarterly , Harvard Business Review , and Stanford Social Innovation Review . Engagement & Teaching: She leads executive education programs and workshops on leadership and systems change through the Skoll Centre. Her teaching emphasizes contingency-based frameworks for managing organizational complexity. Labs & Initiatives: Academic Director of the Skoll Centre for Social Entrepreneurship, a global hub for social impact education and research.
John D. Murray is the Gregg L. Engles Associate Professor of Psychological and Brain Sciences at Dartmouth College and an Adjunct Associate Professor of Psychiatry at Yale School of Medicine. He holds a PhD in Physics from Yale University (2013) and a BS in Physics and Mathematics from Yale (2006). His research focuses on computational neuroscience and computational psychiatry, with secondary appointments in Physics and Neuroscience at Yale until 2023. His work integrates computational modeling, neuroimaging, and systems neuroscience to study decision-making processes, cortical organization, and psychiatric disorders. Collaborators include prominent researchers like Dr. John Krystal and Dr. Anticevic. Research interests include hierarchical brain organization, neuroimaging analysis techniques, and pharmacological effects on neural circuits. His lab (Murray Lab) develops computational tools like PsychRNN for cognitive task modeling. Notable contributions include linking transcriptomic data to neuroimaging patterns and modeling LSD’s effects on brain topography. He has been featured in YaleNews and Nature Communications for innovations in mapping mental illness variability and neural circuit dynamics. Grants and collaborations span translational neuroscience, addiction, and PTSD research through partnerships with Yale’s Center for Biomedical Data Science and VA National Center for PTSD. His interdisciplinary approach bridges physics, computer science, and clinical psychiatry to advance understanding of brain function and dysfunction.
Christopher L. Foote is a Principal Economist and Policy Advisor at the Federal Reserve Bank of Boston, where he has worked since 2003. He also holds the title of Professor in the Department of Economics at Harvard University since 2012. Foote earned his BA from the College of William and Mary in 1987 and a PhD in economics from the University of Michigan in 1996. His academic career includes teaching positions at Harvard University (1996–2002) and visiting roles at MIT (2004–2006). His research focuses on labor economics, housing, and macroeconomics. Key areas include labor market polarization, mortgage debt patterns, housing market dynamics, geographic disparities in mortality, and economic impacts of population aging. His work frequently addresses policy implications for financial and labor market stability. Measuring employment through online panels Geographic mortality disparities Mortgage debt and foreclosure analysis Population aging effects Historical labor market discrimination Business cycle modeling Foote has received prestigious awards including the Regents Fellowship, Rackham Pre-doctoral Fellowship, and Alfred P. Sloan Doctoral Dissertation Fellowship. He has also served as Associate Editor and editorial board member for major economic journals. His work spans academic publications in top journals, book chapters, and numerous working papers that analyze economic trends and policy responses. Foote's contributions cover housing economics, labor market dynamics, and macroeconomic policy, with a focus on empirical analysis and real-world applications.
Teruko Mitamura is a prominent researcher at Carnegie Mellon University with over three decades of contributions to natural language processing, computational linguistics, and artificial intelligence. Her work spans from foundational research in event representation to advanced applications in multimodal systems and question answering. Her research interests focus on event detection and understanding, question answering systems, information retrieval, and multimodal processing. She has made significant contributions to event coreference resolution, timeline construction, and cross-document event analysis, developing methodologies that have become standard in the field. Her work often bridges theoretical advances with practical applications, particularly in complex information environments requiring deep semantic understanding. Natural Language Processing : Specializing in event extraction, coreference resolution, and narrative understanding with over 179 publications Question Answering Systems : Developing advanced techniques for complex question answering, particularly through NTCIR QA Lab and PoliInfo tasks Multimodal Processing : Integrating textual, visual, and temporal information for richer understanding in systems like ProMQA Evaluation Methodologies : Creating robust frameworks for assessing NLP systems through TAC KBP Event Tracks Her recent publication trends show a strong focus on leveraging large language models for event understanding, multimodal question answering, and timeline construction. She has expanded her research into specialized domains including patent analysis and novelty examination, demonstrating the breadth of her research impact across academic and practical applications. Active participant in major NLP conferences including ACL, EMNLP, NAACL, and AAAI with consistent publications Long-standing collaborator with researchers at CMU's Language Technologies Institute including Eduard H. Hovy and Eric Nyberg Contributor to shared tasks that have shaped research directions in event processing and question answering Organizer of multiple NTCIR QA Lab tasks focused on political information question answering Dr. Mitamura has mentored numerous researchers who have gone on to make their own contributions to the field, as evidenced by her extensive co-authorship network and the progression of her former students and collaborators into faculty and research positions. Her work continues to evolve with the field while maintaining her focus on deep semantic understanding of events and narratives.
Professor Guy Wallis is a Professor and Director of Research at the School of Human Movement and Nutrition Sciences, Faculty of Health, Medicine and Behavioural Sciences at the University of Queensland. He is also an Affiliate of the Centre for Sensorimotor Performance. His work bridges visual neuroscience, computational modeling, and applied human factors research, with significant contributions to understanding visual recognition and visuomotor behavior. Education: Bachelor (Honours) of Engineering in Electrical and Electronic Engineering from Imperial College London PhD in Visual Neuroscience from University of Oxford, UK Prof. Wallis's research program combines computational modeling with behavioral studies, many conducted in computer-controlled virtual environments. His work spans visual neuroscience, object recognition, visuomotor control, and simulator-based training. He has made significant theoretical contributions to understanding how visual recognition is achieved in biological systems and how everyday visuomotor tasks are regulated, challenging existing paradigms and offering new insights. His recent publications reveal a strong focus on virtual reality applications, visual-motor integration challenges, and cross-species cognitive studies. There's a clear trend toward investigating how virtual environments can be optimized for training and assessment, with particular attention to visual perception limitations and how humans adapt to these environments across diverse contexts from surgical training to aviation. Scientific Awards and Recognitions: Elected Fellow of the Queensland Academy of Arts and Sciences (2022) ARC Medical Research Advisory Group (2022-2024) ARC College of Experts (2019-2021) CSIRO CSS Human Research Ethics Committee member (2020-2022) UQ Health and Behavioural Sciences Faculty, HDR Supervision Award (2018) ARC Future Fellowship (2011-2014) ARC QEII Fellowship (2003-2007) UQ Postdoctoral Fellowship (2001-2003) Prof. Wallis has successfully secured funding from major organizations including the Australian Research Council, the Human Frontier Science Program, and the Wellcome Trust. His industry partnerships span diverse sectors such as construction training, mining, healthcare, and aerospace. His research has led to the development of novel training programs for health professionals, impacted the design of man-machine interfaces for mining equipment, and informed the design parameters for pilot training systems. As Director of Research, he oversees the research direction of the School of Human Movement and Nutrition Sciences, fostering interdisciplinary collaborations and supporting early-career researchers through his leadership in the Centre for Sensorimotor Performance.
Kyle Treiber is a University Professor in Neurocriminology at the Institute of Criminology, University of Cambridge , with a focus on integrating psychological, neuroscientific, and criminological theories to explain criminal behavior. She serves as Deputy Director of the Peterborough Adolescent and Young Adult Development Study (PADS+) and has developed its neurocognitive dimensions and theoretical foundation, Situational Action Theory (SAT) . Education: BS in Psychology (University of North Carolina at Chapel Hill, 2001, Phi Beta Kappa), MPhil (2003), and PhD (2008) in Criminology (University of Cambridge). Leadership: Director of Criminological Research Programmes (2016–2019), Editor-in-Chief of the European Journal of Criminology , and member of the European Society of Criminology Executive Board. Her research examines how neurocognitive machinery (e.g., prefrontal brain functioning, self-control) and social environments interact to shape crime propensities. She specializes in multi-method longitudinal studies, dual process models of decision-making, and cross-comparative research grounded in SAT. Key themes include: Neurocognitive and moral decision-making in criminal behavior Gene-environment interactions in crime causation Space-time budgets and criminogenic environments Policy implications of integrated biosocial frameworks Recent publications highlight SAT’s application to diverse contexts like corruption , intimate partner abuse during the pandemic , and gender gaps in juvenile crime . She emphasizes refining theoretical models through empirical testing and advancing analytical criminology. Awards: Lopez-Rey Graduate Prize (2008), Nigel Walker Prize (2008). Dr. Treiber contributes to teaching programs in criminological theory, research methods, and neurocriminology. She leads the Centre for Analytic Criminology and collaborates on international comparative studies of crime causation.
Laurence Hunt is an Associate Professor of Experimental Psychology at the University of Oxford and a Tutorial Fellow in Psychology at St John's College. He leads the Laboratory of Decision Dynamics, focusing on neural mechanisms underlying decision-making. His work integrates mathematical models with electrophysiological techniques in humans and animal models to study behavioral and neural data. Key roles include the Wellcome/Royal Society Sir Henry Dale Fellowship and prior postdoctoral positions at UCL and Oxford's Department of Psychiatry. Education: D.Phil in Neuroscience from the University of Oxford (2007-2011), pre-clinical Medicine at Cambridge University. Research emphasizes cognitive computational neuroscience, particularly how neural systems process value, uncertainty, and learning. Collaborators include notable figures like Matthew Rushworth and Christopher Summerfield. Scientific Awards: Wellcome/Royal Society Sir Henry Dale Fellow Advising & Grants: His research is supported by fellowships, though specific grants or advisees are not detailed. The Hunt Lab actively explores topics such as reward processing, decision dynamics, and neural geometry using advanced analytical methods. Labs/Teams: Director of the Laboratory of Decision Dynamics, part of the Department of Experimental Psychology. Engaged in interdisciplinary collaborations across Oxford and international institutions.
Mark Lee is an Adjunct Professor in the People Analytics department at NYU’s Tandon School of Engineering, specializing in Technology Management and Innovation. He holds a Ph.D. in Engineering Psychology from Georgia Institute of Technology (1996). Currently, he serves as Head of Research, Analytics, and Business Development at UL ComplianceWire, focusing on pharmaceutical and medical device manufacturing training. His research leverages large datasets to improve healthcare safety through regulatory compliance and best practices. Courses taught include Human Factors Engineering, Workplace Design, and Predictive Analytics. Education: Ph.D. in Engineering Psychology, Georgia Tech (1996) Key Roles: Adjunct Professor, Head of Research at UL ComplianceWire Research Focus: Human Factors, Training Systems Design, Healthcare Compliance His work spans auditory display systems for aviation (e.g., 3D audio cockpit interfaces) and ergonomic design for industrial products. Recent projects emphasize data-driven solutions for regulatory challenges in life sciences. Publications highlight studies on visual search strategies, age-related cognitive performance, and application of signal detection theory in decision-making. He actively collaborates with industry and government entities, exemplified by the FDA-UL Cooperative Research Agreement.
Dr. Ian Yi Han is an Assistant Professor at the Saw Swee Hock School of Public Health, National University of Singapore (NUS), and Co-Director of the Center for Health Intervention and Policy Evaluation Research (HIPER). His research focuses on evaluating community-based health interventions, telehealth programs, and the impact of built environments on health behaviors. He holds a Ph.D. in Behavioral Nutrition from Columbia University, an M.A. in Psychology in Education, and a B.Sc. in Neural Science & Psychology from New York University. Key research areas include programme evaluation, population health, health services research, and dietary behaviors. He explores how interventions can improve patient experiences and population health outcomes, particularly through telemedicine and lifestyle modifications. His work has been published in journals like npj Digital Medicine, Metabolism, and the Journal of Nutrition Education and Behavior. Notable projects include studies on blood pressure telemonitoring, diabetes management during the pandemic, and supermarket intervention strategies for obesity prevention. Dr. Han has contributed to policy initiatives through roles such as Senior Research Fellow at the National University Health System and Lecturer at Columbia University. He advises on primary care research and collaborates on global health projects, emphasizing interdisciplinary solutions to public health challenges.
Gayle Letherby is a Visiting Professor of Sociology at the University of Plymouth’s Peninsula Medical School (Faculty of Health), and holds visiting roles at the University of Greenwich and the University of Bath’s Centre for Death and Society (CDAS). She is an Academician of the Academy of Social Sciences (since 2007) and recipient of the 2023 Lifetime Contribution to Autoethnography Award. Her research focuses on feminist methodology, health sociology, grief and bereavement, mobility studies, and criminology. She has supervised over 20 doctoral students across multiple universities, including topics like non-motherhood, occupational therapy, and gang culture in African Caribbean communities. Her teaching spans undergraduate and postgraduate levels, covering crime theory, auto/biographical research, and feminist epistemology. Notable collaborations include participatory studies on homeless individuals’ food experiences and ethnographic explorations of medical decision-making. Her interdisciplinary work bridges sociology, criminology, and health studies, with a strong emphasis on autoethnographic and creative methodologies. Recent research explores themes like grief narratives, gendered travel experiences, and the emotional dimensions of doctoral journeys. She has contributed to policy discussions on family-centred care and has been a guest lecturer globally, including at York University (Canada) and University College Cork (Ireland). Awards: Academy of Social Sciences Academician (2007), Lifetime Contribution to Autoethnography (2023) Teaching Expertise: Feminist research methods, criminology, sociology of health, gender studies Key Research Areas: Auto/biography, non-motherhood, medical sociology, mobility, grief studies
Assoc Prof Ying Chen is an Associate Professor at the National University of Singapore , affiliated with the Department of Mathematics, Asian Institute of Digital Finance (as Academic Director of PhD Program in Digital FinTech 2022–2024), Risk Management Institute (2019–2023), Department of Statistics and Data Science (2019–2023), and Department of Economics (2018–2023). She also contributes to NUS Graduate School for Integrative Sciences and Engineering since 2016. Research Interests include: AI forecasting and quantum computing for finance Nonstationary time series and functional data analysis Energy data analytics and precision medicine Network autoregression and spatial-temporal modeling Explainable AI and citation metrics Portfolio liquidation and market-making algorithms Article Trends demonstrate expertise in: Adaptive forecasting for gas flows and electricity prices Blockchain network influence detection Quantum computing applications in finance Functional autoregression with mixed predictors Credit rating fairness and explainability High-resolution implied volatility modeling Scientific Awards include: ISI Elected Member (2016–) International Statistical Institute Council (2023–2027) IASC Scientific Secretary (2017–2019, 2023–2025) Advisory roles for EU FIN-TECH and xAIM projects
Witold J. Henisz serves as Vice Dean and Faculty Director of the Impact, Value, and Sustainable Business Initiative at The Wharton School, University of Pennsylvania, holding the Deloitte & Touche Professorship in Management. His research centers on political and social risk identification, ESG impact materiality, and corporate diplomacy frameworks that transform stakeholder relationships into strategic assets. His educational background includes a Ph.D. in Business and Public Policy from UC Berkeley's Haas School and an M.A. in International Relations from Johns Hopkins SAIS. Henisz has served as Departmental Editor at Journal of International Business Studies and Associate Editor at Strategic Management Journal , reflecting his scholarly influence. Research interests converge on geopolitical risk quantification, stakeholder engagement optimization, and sustainable business model innovation. His work demonstrates how political hazards materially impact firm valuation and how corporate diplomacy can mitigate conflict through strategic stakeholder alignment. Recent publications leverage massive media datasets (4+ billion articles) to model populism dynamics, indigenous land conflicts, and ESG-credit risk linkages. Award highlights include the Aspen Institute Ideas Worth Teaching Award (2020), Iron Prof recognition (2019), and Academy of International Business Fellowship. His geostrategy framework Geostrategy by Design (2024) provides executives with actionable methods for navigating geopolitical volatility. Aspen Institute Ideas Worth Teaching Award (2020) Iron Prof recognition (2019) Academy of International Business Fellow (2014-present) Multiple Wharton Excellence in Teaching Awards (2006-2021) Industry Studies Association Best Paper Award (2019) Henisz consults through PRIMA LLC for multinational firms (Rio Tinto, Shell), financial institutions (Eaton Vance, World Bank), and NGOs. His executive education programs train leaders in ESG integration and geopolitical risk management, while his KEROVKA crisis simulation develops real-time strategic response capabilities. Media frequently cites his expertise on ESG controversies, with 50+ major publications featuring his analysis since 2022 including Financial Times , Bloomberg , and Wall Street Journal .
