R. Michael Alvarez , Flintridge Foundation Professor of Political and Computational Social Science at Caltech, is a leading scholar in election technology, political methodology, and machine learning applications in social science. Affiliated with the Caltech/MIT Voting Technology Project , the Social and Decision Neuroscience Program , and the Resnick Sustainability Institute , his work bridges technology and democracy. Education: B.A. from Carleton College, Ph.D. from Duke University Academic Career: Caltech faculty since 1992 His research spans: Election Integrity : Monitoring election security, fraud detection, and ballot systems Computational Social Science : Applying machine learning to voter behavior and policy analysis Climate Policy : Examining public attitudes and behavioral interventions for sustainability Online Behavior : Analyzing toxicity in gaming and social media dynamics Key article trends show focus on election forensics (2025 Nature Climate Change study), game toxicity analysis (2025 CHI Play paper), and LLM applications in social science. His students include Jacob Morrier, Mitchell Linegar, and teams of postdocs and undergraduates in Caltech's SURF program. Scientific recognition includes: Google Cloud Research Innovators Class of 2022 Co-editor of multiple academic series including Cambridge Elements in Quantitative Methods
Tuğba Dalyan is an Associate Professor in the Department of Computer Engineering at Istanbul Bilgi University, Faculty of Engineering and Natural Sciences. She holds a Ph.D. in Computer Engineering from Yıldız Technical University (2014), an MSc from Kocaeli University (2007), and dual BSc degrees in Mathematics and Computer Science and Business Administration (Minor) from Istanbul Bilgi University (2003). She has been a faculty member since 2016 and previously served as a Teaching Staff member and Research Assistant at the same institution. Her research focuses on Natural Language Processing , Machine Learning , Deep Learning , Text Mining , Data Science , and Big Data Analytics . Her work spans computational linguistics, sentiment analysis, author profiling, machine translation, and smart systems. She has led and contributed to numerous research projects, particularly in AI-driven urban solutions and health technologies. The most recent publications show a strong trend in Turkish NLP, zero-shot classification, multimodal AI (image captioning), emotional robotics, and decision support systems using fuzzy logic. Her work combines theoretical rigor with practical applications in smart cities, education, and healthcare. Best Paper Award , CICLing 2012 TÜBİTAK 2209-A student project awards (2022–2024) Horizon2020 Eşik Üstü Ödülü , MIMOSCSA 2024 TÜBİTAK 2242 competition: 2nd and 3rd place (2016, 2018) She has advised numerous student research projects, many of which have received national recognition. She has directed multiple TÜBİTAK and institutional research grants, including projects on smart homes, blockchain crowdfunding, mental health, and AI for social polarization. Her leadership roles include Head of Department, Vice Dean, and Director of Graduate Programs. Tuğba Dalyan leads research in AI and NLP with a strong emphasis on Turkish language technologies. She is involved in interdisciplinary teams working on emotional robots, smart city platforms, and citizen science ecosystems. Her lab activities focus on neural networks, text analysis, and intelligent systems development.
Howard Forman is a Professor of Radiology and Biomedical Imaging at Yale School of Medicine, with secondary appointments in Public Health (Health Policy), Management, and Economics. He is fully joint in the School of Management and holds affiliations with the Institute for Social and Policy Studies. He serves as Director of the MD/MBA Program, the Executive MBA Healthcare Focus Area, and the Health Care Management Program at the Yale School of Public Health. He is also the Faculty Director of Finance in the Department of Radiology and an active clinician at Yale New Haven Hospital’s Emergency Department, where he serves as deputy operational chief for Radiology. Professor, Radiology & Biomedical Imaging, Yale School of Medicine Professor, School of Management Professor, Economics Professor, Health Policy & Management Director, MD/MBA Program Director, Health Care Management Program (YSPH) Faculty Director of Finance, Radiology Department Dr. Forman’s research centers on health economics, healthcare policy, quality improvement, and radiology administration. His interests include healthcare financing, cost analysis, health systems reform, and the application of AI and large language models in radiology reporting. He has extensively studied patient access to imaging reports, clinician staffing, and end-of-life cancer care. His recent work explores how AI can improve reporting accuracy while addressing ethical concerns like racial bias. His recent publications reflect a strong trend in leveraging artificial intelligence to enhance radiology workflows and patient engagement, while maintaining a focus on equity and policy implications. Articles in Radiology , JAMA Network Open , and Clinical Imaging demonstrate his leadership at the intersection of medicine, technology, and policy. Healthcare Track Teaching Award – 2025, 2023, 2017 Regent's Award – 2019 Leah Lowenstein Award – 2019 Distinguished Student Mentoring Award – 2013 Fellow, Society for Advanced Body Imaging – 2003 Dr. Forman is a dedicated educator and mentor, having founded and led multiple interdisciplinary programs. He has been instrumental in shaping health policy curricula and promoting evidence-based public health communication. He co-hosts the popular Health & Veritas podcast with Harlan Krumholz, contributing to public discourse on healthcare. He has served on editorial boards for journals including American Journal of Roentgenology and Clinical Imaging , and is actively involved in professional societies such as the Radiologic Society of North America.
Denise Esserman is a Professor of Biostatistics at the Yale School of Public Health, where she joined the faculty in 2014. She is a member of the Yale Center for Analytical Sciences and collaborates with multiple departments at the Yale School of Medicine, including the Clinical and Translational Science Award Program, Patient-Centered Outcomes Research Institute, and the Cancer Center. Her research focuses on methodological aspects of clustered randomized trials and sample size calculations. Education: PhD in Biostatistics from Columbia University (2006) MS in Statistics from University of Georgia (2001) Dr. Esserman's research interests span several critical areas in biostatistics and public health methodology. She specializes in clustered randomized trials, with particular expertise in understanding how intraclass correlation coefficients (ICC) and other factors impact sample size calculations. Her work extends to longitudinal studies methodology, randomized controlled trial design, and sampling techniques. She has contributed significantly to statistical methods for clinical trials, healthcare data analysis, and public health research. Her interdisciplinary approach bridges theoretical statistics with practical applications in healthcare settings. Analysis of Dr. Esserman's recent publications reveals a strong focus on methodological innovations in clinical trial design and analysis, particularly for cluster-randomized trials. Her work spans healthcare applications including fall injury prevention in elderly populations, opioid use disorder treatment in international settings, pain management for hemodialysis patients, and validation of medical coding algorithms. She frequently employs advanced statistical techniques including Bayesian methods, mediation analysis, and methods for handling clustered data. Her research demonstrates a consistent commitment to improving the rigor and applicability of statistical methods in public health and clinical research. Dr. Esserman serves as a reviewer for several prestigious journals including the American Journal of Epidemiology, Arteriosclerosis, Thrombosis and Vascular Biology; Statistics in Biopharmaceutical Research; Clinical Trials; and Obesity. As a member of the Yale Center for Analytical Sciences, Dr. Esserman collaborates with numerous researchers across Yale University. Her current projects include the EQuIP trial (HIC ID 2000033355), where she serves as Sub Investigator with primary completion date of 08/31/2027, focusing on mental health and behavioral research for sexual minority women.
Dorothy Worden-Chambers is an Associate Professor in the Department of English at the University of Alabama, serving as Coordinator of the Applied Linguistics/TESOL Program. Her expertise spans multilingual writing pedagogy, second language teacher cognition, and genre-based instruction. She holds a PhD in Applied Linguistics from Pennsylvania State University (2015) and an MA in Rhetoric and Composition from Washington State University (2008). Her research focuses on L2 writing teacher development, with particular attention to pedagogical content knowledge, curriculum design, and the impact of teacher beliefs on instructional practices. Her work bridges theoretical frameworks in applied linguistics and writing studies, emphasizing practical applications in multilingual education. Recent publications explore themes such as teacher learning through tutoring, conceptual metaphors in curricular knowledge, and the role of genre projects in teacher education. Her contributions span journals like Teacher Development , Composition Forum , and Journal of Second Language Writing . Worden-Chambers actively contributes to professional development through workshops and collaborative initiatives, such as graduate student-led faculty training programs on multilingual writing pedagogy. Her work underscores the interplay between teacher identity, pedagogical practices, and multilingual learner outcomes.
Andrea Falini is a Full Professor of Neuroradiology at the Vita-Salute San Raffaele University (School of Medicine). He holds leadership roles including Head of the Neuroradiology Department at the Scientific Institute S. Raffaele Hospital and Head of the Advanced Diagnostic in Neuro-oncology Unit. His career spans clinical, academic, and administrative roles since 1991, with extensive experience in neuroradiology, neuro-oncology, and neuroimaging research. Education: MD (1986, University of Milan), PhD in Neurological Sciences (1989), and specialized training in Neurology and Radiology at leading institutions, including a visiting scholar position at UCSF (1996). Research interests focus on advanced MRI techniques, neuro-oncology, neurodegenerative diseases, and cognitive neuroscience. His work emphasizes functional MRI, diffusion tensor imaging, and clinical applications in glioma management and neurodegenerative disorders. Awarded the 1989 'De Visart' Prize and grants supporting his international collaborations. He has authored 218+ peer-reviewed articles, with an H-index of 40+, and actively contributes to academic committees and international conferences. Leadership roles include Vice-Director of the Neuroscience Division (2014–present) and coordination of the BraiMap Research Program. His academic teaching spans neuroradiology, biomedical engineering, and cognitive neuroscience courses.
Patrick Wu is a Professor in the Department of Computer Science at American University, with additional affiliations as Faculty Fellow at the Center for Data Science and Faculty Affiliate at the Center for Security, Innovation, and New Technology. He holds a PhD in Political Science and Scientific Computing from the University of Michigan, an MA in Statistics from Michigan, and a BA in Political Science and Statistics from the University of Chicago. His research develops AI/ML and natural language processing approaches for computational social science, focusing on: Political elite and non-elite ideology measurement Affective polarization on social media platforms Detection of hateful/abusive speech and memes Application of large language models to political science research Recent work explores innovative methods for political attitude measurement using LLMs, in-context learning techniques for social media analysis, and frameworks for multimodal representation learning. His publications demonstrate consistent innovation in applying NLP and machine learning to political discourse analysis, with emerging focus on generative AI's impact on political science education and methodology. Wu teaches courses including Object-Oriented Programming and topics in Natural Language Processing/Text as Data.
Taylor McLinden, PhD is an Adjunct Research Professor in the Department of Epidemiology and Biostatistics at Western University's Schulich School of Medicine and Dentistry. He serves as the Manager of the Health Data Research Network Canada (HDRN Canada) Pragmatic Trials Training Program and holds positions at ICES Western, HDRN Canada, and the London Health Sciences Centre. Previously, he worked as a Scientific Officer at the British Columbia Centre for Excellence in HIV/AIDS and completed postdoctoral training at the same institution. Dr. McLinden received his PhD in Epidemiology from McGill University (2013-2017), an MSc in Epidemiology from the University of Guelph (2011-2013), and an Honours BSc in Biomedical Sciences from Brock University (2007-2011). His research focuses on epidemiology, causal inference, and administrative health data analysis, with particular expertise in HIV/AIDS research, social determinants of health, food insecurity, and pragmatic trials methodology. Dr. McLinden has made significant contributions to understanding the intersection of HIV, overdose crises, housing stability, and social determinants of health among marginalized populations in British Columbia. His recent publications demonstrate a strong emphasis on population health research using linked administrative data, with particular attention to HIV outcomes, health disparities, and methodological innovations in epidemiologic research. His work often addresses critical public health challenges including the overdose crisis, social isolation among people living with HIV, and the impact of structural factors on health outcomes. Dr. McLinden has secured significant research funding, including a CIHR Operating Grant ($480,992 over 2 years) focused on the impact of the COVID-19 pandemic on drug overdoses among people with and without HIV, and a CIHR Project Grant ($994,500 over 5 years) addressing engagement of marginalized populations in primary health care in Vancouver's downtown east side. As Manager of the HDRN Canada Pragmatic Trials Training Program, Dr. McLinden plays a key role in building capacity for pragmatic clinical trials across Canada. His work bridges academic research with practical health system applications, contributing to evidence-informed healthcare decision-making through rigorous epidemiologic methods.
Pedro Sangro Colón serves as both Vice-Rector of Research and Degrees and Titular Professor of Language and Audiovisual Narrative at the Pontifical University of Salamanca's Faculty of Communication since 2008. His academic home is firmly rooted in the Audiovisual Communication and Advertising department where he has established himself as a leading scholar in film theory and audiovisual narrative. Dr. Sangro Colón earned his doctorate from Universidad Complutense de Madrid with his thesis "El concepto de 'montaje cinematográfico': una revisión de su formulación teórica" (2000), supervised by Dr. Manuel Alonso Erausquin. His research interests span cinematic montage theory, Spanish cinema history (particularly during the Francoist period and democratic transition), audiovisual narrative structures, documentary film analysis, and the intersection of cinema with psychoanalysis. His work demonstrates a consistent focus on how film constructs meaning through editing techniques and narrative frameworks. An analysis of his 15 most recent publications reveals a scholarly trajectory deeply engaged with Spanish cinematic history and theoretical film studies. His work frequently examines how film represents historical memory, particularly regarding Spain's transition from dictatorship to democracy, with special attention to montage techniques as tools for constructing historical narratives. More recently, he has expanded his scope to include contemporary media phenomena like the Marvel Cinematic Universe, analyzing how superhero films represent national security apparatuses and historical trauma. His extensive publication record includes numerous books, articles, and book chapters, with notable works such as "Escenas de cine, Guión y análisis" (2017), "La estética televisiva en las series contemporáneas" (2018), and "El clasicismo en el cine Una mirada Intergeneracional" (2015). His research demonstrates both theoretical sophistication and practical application to screenwriting and television production. As Vice-Rector of Research and Degrees, Dr. Sangro Colón oversees academic programs and research initiatives at the university. His leadership role complements his scholarly work by providing institutional perspective on academic innovation and research management. His recent publication "Introducción: la innovación en la Universidad Pontificia de Salamanca" (2021) reflects his engagement with contemporary challenges in higher education. His academic collaborations are extensive, with frequent co-authorship with colleagues like Juan Medina-Contreras and Miguel Ángel Huerta. His work appears in both Spanish and international journals, demonstrating his ability to engage with global film scholarship while maintaining a strong focus on Spanish and Latin American cinematic traditions.
Max Pellert is a computational social scientist and cognitive scientist with faculty appointments at multiple institutions. Since 2022, he has served as an Assistant Professor at the Chair for Data Science in the Economic and Social Sciences at the University of Mannheim . He previously held an interim Professor position at the University of Konstanz and an Assistant Researcher role at Sony Computer Science Laboratories Rome. His work bridges computational methods with social science theory. Education M.Sc., University of Vienna (2017) in Middle European interdisciplinary Master's program in Cognitive Science (with distinction) Ph.D., Medical University of Vienna (2022) in Medical Informatics, Biostatistics & Complex Systems Research interests center on Computational Social Science , Digital Traces , and Natural Language Processing for emotion and sentiment analysis. He develops Temporal Adapters for tracking longitudinal emotional patterns and FAULTANA pipeline for polarization studies. His AI Psychometrics framework assesses personality-like traits in large language models. Recent publications include: (1) 2025 ACL work on political bias in LLMs; (2) 2025 ICWSM study of temporal emotion analysis; (3) 2024 Perspectives on Psychological Science paper on LLM psychometrics; (4) 2024 PNAS Nexus polarization analysis; (5) 2023 Emotion cross-cultural study of pandemic emotions. Scientific Awards Habilitation candidate status at University of Mannheim Teaching includes IS 616: Large Scale Data Analysis , IS 809: Advanced Text Mining Lab , and IS 723: Data Science Seminar at master’s and PhD levels. His Barcelona Supercomputing Center role focuses on principal investigator duties for computational social science projects.
Yoshiko Matsumoto is the Yamato Ichihashi Professor in Japanese History and Civilization and Professor of East Asian Languages and Cultures at Stanford University, with a courtesy appointment in Linguistics. She has been a faculty member at Stanford since 1992, progressing from Assistant Professor to her current distinguished position. Matsumoto also serves as coordinator of the Japanese Language Program and has held significant administrative roles including Chair of the Department of Asian Languages (2003-2005) and Interim Chair of the Department of East Asian Languages and Cultures (2016). Matsumoto earned her Ph.D. in Linguistics from the University of California, Berkeley (1989), following M.A. degrees in Linguistics from UC Berkeley and General and Applied Linguistics from the University of Tsukuba, an M.I.A. in American Studies from the University of Tsukuba, and a B.A. in English Language & Literature from Japan Women's University. Professor Matsumoto's research focuses on linguistic pragmatics from cross-linguistic perspectives, with particular expertise in Japanese language. Her work spans structural and sociocultural aspects of language in use, including noun-modifying clause constructions, honorifics, discourse markers, and the intersection of language with gender and aging. She has pioneered research on conversational narratives of older adults, examining how ordinary framing strategies help individuals navigate difficult experiences. Her current projects explore intergenerational communication through haiku, communicative abilities of people with dementia, and noun-modifying constructions across Eurasian languages. Matsumoto's scholarship consistently bridges theoretical linguistics with practical applications for understanding human communication in diverse social contexts. Matsumoto's recent publications reveal a growing focus on practical applications of linguistic research for social benefit, particularly in intergenerational communication and dementia care. Her work increasingly integrates arts-based approaches, especially haiku poetry, to bridge generational divides and enhance communication with elderly populations. The research shows a consistent trajectory from theoretical linguistic frameworks toward applied, human-centered language studies that address real-world challenges in aging societies, with particular attention to how ordinary language practices help individuals navigate life transitions and difficult experiences. Dean's Award for Distinguished Teaching, School of Humanities and Sciences, Stanford University (2000) Richard E. Guggenhime Faculty Scholar, Stanford University (2000-2003) Violet Andrews Whittier Fellow, Stanford Humanities Center (2019-2020) Faculty Research Fellow, Michelle R. Clayman Institute for Gender Research (2014-2015) Research Fellow, Japan Foundation (2002) Internal Fellow, Stanford Humanities Center (2005-2006) Presidential Fund for Innovation in the Humanities, Stanford University (2009-2011) Professor Matsumoto has mentored numerous students through her teaching in Japanese language and linguistics courses, including specialized offerings on language and aging, points in Japanese grammar, and haiku-based communication. Her research has been supported by prestigious grants from the National Endowment for the Humanities, the Japan Foundation, and Stanford's Presidential Fund for Innovation in the Humanities. She has served on multiple editorial boards including the Journal of Pragmatics since 1992, demonstrating long-standing leadership in her field. Matsumoto has also advised students through individual studies and thesis projects in East Asian Languages and Cultures. Matsumoto leads several collaborative research initiatives including the 'Sharing Conversations' project which examines intergenerational communication through haiku, and research on communicative abilities of people with dementia. Her work often involves interdisciplinary teams spanning linguistics, gerontology, and creative arts, with fieldwork conducted in both Japan and the United States. The 'Noun-Modifying Constructions in Languages of Eurasia' project represents a major international collaboration examining linguistic structures across cultural boundaries. She also directs the 'Language, Old Age and Gender in Japan' project supported by the Stanford University/Japan Foundation, and the 'Difficult Conversations Continue: Memories of the 3.11 Disaster and Bereavement Narratives' project focused on post-disaster communication.
Dr. David Wright is a Professor in the Department of English and Technical Communication at Missouri University of Science and Technology (Missouri S&T). He joined the faculty in 2007 after prior roles at NASA’s Education Project, Oklahoma state government, and the software industry. He holds a Ph.D. in Technical Communication (Oklahoma State University, 2007), an M.S. in Higher Education Administration (1996), and a B.S. in Organizational Psychology (1993), all from Oklahoma State University. His research focuses on smart home technology and artificial intelligence, particularly examining human-AI interaction through usability and user experience (UX) testing. He also explores technology diffusion, technical communication practices in emerging technologies, and educational methodologies for technical fields. His work integrates interdisciplinary approaches, blending engineering, sociology, and computer science. Recent publications highlight his contributions to IoT usability, smart home adoption challenges, and the intersection of AI ethics with virtual assistants. He has also authored studies on knowledge graph design, technical documentation in software development, and educational initiatives in computer science and healthcare. Dr. Wright teaches courses in technical writing, usability studies, and web-based communication. His academic service includes curriculum development and advising on technical communication pedagogy. While no specific awards are listed, his extensive publication record reflects sustained scholarly impact in his fields.
Holly J. Nibert is an Associate Professor of Hispanic Linguistics and Director of the Spanish Language Program in the Department of Spanish and Portuguese at The Ohio State University. Her research focuses on second language acquisition (SLA) of Spanish phonology and phonetics within the revised Speech Learning Model (SLM-r). She also emphasizes principles of teaching Spanish as a second language, instructor training, and language program administration. Education: Ph.D. in Spanish Linguistics, University of Illinois at Urbana-Champaign (2000) M.A. in Spanish Linguistics, University of Illinois at Urbana-Champaign (1991) B.A. in Spanish, University of Illinois at Urbana-Champaign (1989) Research interests span Spanish phonetics/phonology SLA, pedagogical techniques, and leadership in language program administration. Her recent work examines applying leadership studies to program direction. She co-authored two Spanish textbooks: ¡Arriba! and Día a día . Key awards include the 2013 WMU Distinguished Teaching Award and multiple teaching accolades as a graduate TA. Her work bridges theoretical SLA research with practical classroom applications, including curriculum design and international teaching assistant training. Her contributions to the field include advancing techniques for SLA of segmental and prosodic features, as well as leadership strategies for language programs. She previously directed Western Michigan University's First-Year Spanish Program for 15 years before joining OSU in 2014.
Amy Scott Metcalfe is a Professor in the Department of Educational Studies at the University of British Columbia (UBC), affiliated with the Faculty of Education. She holds dual appointments with the Institute for Gender, Race, Sexuality and Social Justice, emphasizing interdisciplinary approaches to higher education studies. Her research focuses on international comparative higher education systems, academic governance, and sociological analysis of university policies. She critiques managerialism trends and explores gender disparities in academic productivity. Metcalfe employs visual methodologies, including photo-ethnography and extended photo essays to document institutional change. Teaching responsibilities are managed through the Department of Educational Studies, with course details available via UBC’s official portal. Her scholarship spans Canadian and global contexts, addressing issues like faculty internationalization, research ethics frameworks, and the impact of pandemic disruptions on academic collaboration. Key contributions include longitudinal studies on Canadian professors’ perceptions of work-life balance, comparative analyses of gender gaps in research output across North America, and critical examinations of university-industry-government networks. She advocates for equity-centered pedagogies and anti-colonial approaches in higher education policy.
Sonit Bafna is an Associate Professor and Director of the Ph.D. Program in Architecture at the Georgia Institute of Technology's College of Design. He holds a Ph.D. from Georgia Tech (2002), an SMArchS from MIT (1993), and a professional degree in Architecture fromCEPT University (1990). His research bridges empirical studies on space-human interaction and critical architectural theory, focusing on morphology, behavior, perception, and aesthetics. Key research areas include home layout's impact on mental health (e.g., reduced depression risk in living-area-centered apartments), workplace design's role in employee wellbeing, and the relationship between spatial configuration and cognitive abilities. His work is funded by organizations like the General Services Administration and Kaiser Permanente. Bafna supervises doctoral research in morphology, design theory, and cognitive studies. Current projects include a book on imaginative reasoning in architecture and studies on hospital corridor design and film spatial analysis. His courses cover architectural theory, design analysis, and research methods. Notable contributions include interdisciplinary studies on space syntax, the therapeutic potential of domestic environments, and the visual functioning of buildings. His research emphasizes the socio-cultural dimensions of architecture and its imaginative potential beyond functionalism.
