Tuuli Mattelmäki is a Professor at Aalto University's School of Arts, Design and Architecture , affiliated with the Department of Design . Her work centers on co-design , service design , and creative practices , with a focus on empathic approaches and societal transformations. Research Interests : Empathic Design : Human-centered methodologies in public sector innovation Transformational Futures : Exploring creative practices for sustainability Service Design : Cross-organizational B2B innovation and prototyping Design Probes : Experimental tools for participatory engagement Recent Articles (2022-2025) reflect expertise in service design , sustainability , and creative interventions , spanning subfields like co-laboratories, inner conditions in co-design, and climate-responsive design. Collaborations include institutions such as University of Sussex, RMIT, and Utrecht. Scientific Awards : Ziman Award (2024) for the CreaTures project Industrial Designer of the Year (2008) by TKO and ORNAMO Dean's Publication Bonus (2012) for the Encore team Teams & Labs : Principal Investigator of the CreaTures (Creative Practices for Transformational Futures) project, leading a multidisciplinary team with partners including Superflux, Kersnikova, and RMIT University.
Jakob Merane is a postdoctoral researcher at ETH Zurich's Professorship of Law, Economics and Business, and a visiting researcher at the Max Planck Institute and Harvard Law School. He holds a Ph.D. from ETH Zurich and law degrees from the University of Basel, with additional studies in applied statistics. His research focuses on AI-driven legal enforcement, legal technology, and compliance-by-design approaches, leveraging computational and empirical methods. Merane's work includes developing tools like SwiLTra-Bench for multilingual legal translation and LEXam for benchmarking AI legal reasoning. He has contributed to GDPR compliance studies, automation of legal enforcement processes, and quantitative analyses of Swiss legal datasets. Awards include the 2024 Young Scholar Prize from the German Law and Economics Association. Teaching responsibilities include ETH's Law & Tech course since 2020, emphasizing AI regulation and interdisciplinary collaboration between law and computer science. Merane's research also addresses AI liability in medical contexts, digital advertising regulations, and ethical AI integration in legal systems. His work bridges legal theory with practical applications, aiming to enhance justice accessibility through technology.
Ambuj K. Singh is a Distinguished Professor of Computer Science at the University of California, Santa Barbara (UCSB), with a part-time appointment in the Biomolecular Science and Engineering Program. He holds a PhD from the University of Texas at Austin (1989), an MS from Iowa State University (1984), and a BTech from the Indian Institute of Technology, Kharagpur (1982). His campus affiliations include the Center for Bio-Image Informatics, Information Network Academic Research Center, and IGERT on Network Science. PhD, University of Texas at Austin, 1989 M.S., Iowa State University, 1984 B.Tech., Indian Institute of Technology, Kharagpur, 1982 Research interests span network science, machine learning, and bioinformatics, with a focus on graph-based methodologies. His work addresses: Data-centric modeling of dynamic networks Representation learning and explainability in graph neural networks Network analysis in social systems and biological networks Applications in drug discovery and brain sciences Geometry-preserving distance metrics for data integrity Recent publications highlight advancements in counterfactual explanations, GNN benchmarking, molecular graph pretraining, and self-attention for event detection. Scientific contributions include: Founding Acelot, Inc., an in silico drug discovery company Editorial roles at IEEE Transactions on Knowledge & Data Engineering and BMC Journal of Clinical Bioinformatics NSF-IGERT (2013-2018), ARL-funded Information Networks Academic Research Center (2009-2014), and US Army MURI grants Advising has involved mentoring over 50 graduate/postdoctoral students, including 30+ PhD candidates. He leads a multidisciplinary research group at UCSB and collaborates with off-campus entities like Acelot, Inc.
Cristian Gómez Canela is a Full Professor in the Department of Analytical and Applied Chemistry at the School of Engineering, Ramon Llull University (IQS). He serves as Coordinator of the Master's Degree in Analytical Chemistry and is an active member of the Catalan Chemical Society (SCQ), representing SCQ in EuChems-EYCN. His academic journey includes a PhD in Chemistry from the University of Barcelona (2014), followed by postdoctoral research at IDAEA-CSIC and King's College University. Dr. Gómez Canela's research focuses on environmental analytical chemistry, particularly the optimization and validation of analytical methods based on liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS) and high-resolution mass spectrometry (HRMS) for determining organic pollutants in environmental samples. His work extends to metabolomics applied to aquatic organisms and the analysis of neurotoxic compounds in water systems. His research fingerprint reveals strong expertise in zebrafish models (100%), neurotransmitter analysis (66%), Daphnia magna studies (64%), and neurotoxicity assessment (21%). His recent publications (2024-2025) demonstrate a clear trend toward environmental neurotoxicology, with emphasis on the effects of pharmaceuticals and industrial pollutants on aquatic organisms. His work integrates advanced analytical techniques with biological endpoints to assess environmental risks, particularly focusing on neurological and cardiovascular impacts. The research spans method development for pollutant detection, environmental monitoring, and mechanistic studies of neurotoxic effects. Dr. Gómez Canela leads multiple significant research projects including CHEMIPARK (2024-2027) on passive sampling methodologies for environmental pollutants, GESPA (2022-2025) as part of the Environmental Process Engineering and Simulation Group, and several projects on neuroactive compounds in water systems. He has an impressive research output with 91 scientific publications from 2011-2025 and an h-index of 27 with over 2,000 citations. As a dedicated educator, he contributes to multiple academic programs including the Master in Analytical Chemistry, Master in Pharmaceutical Chemistry, and undergraduate degrees in Chemistry and Chemical Engineering. His research group GESPA represents a multidisciplinary team combining chemical engineering, biotechnology, and chemical analysis to advance environmental sustainability through theoretical and experimental approaches.
Carol Smith is an Associate Professor in the Department of Soil & Physical Sciences at Lincoln University, New Zealand, where she serves as Head of Department since 2017. She has been an elected academic staff member of the Lincoln University Council from 2018-2022. Dr. Smith holds a PhD from the University of Aberdeen, an MSc from the University of Reading, and a BSc(Hons) from the University of Portsmouth, forming the foundation of her expertise in soil science and physical geography. Her research spans both fundamental and applied aspects of pedology. On the fundamental side, she investigates Quaternary pedology and paleoenvironmental reconstruction using loess stratigraphy, geomorphology, and micromorphology, which provides critical data for verifying future climate change predictive models. Applied research focuses on sustainable use of recycled organic matter and rehabilitation of degraded soils. She collaborates internationally on multidisciplinary projects involving paleoclimate reconstruction, paleoliquefaction, Antarctic soils, and viticulture. Dr. Smith is passionate about teaching and science communication, employing experiential learning methods to develop practical field skills in soil science through 'soil judging competitions' in New Zealand and Australia. Her research addresses UN Sustainable Development Goals including Life on Land (15), Climate Action (13), and Quality Education (4). Among her notable recognitions are the Norman H Taylor Memorial award 2020 from the New Zealand Society of Soil Science for outstanding contributions to soil science in New Zealand and Fellowship in the Royal Geographical Society, London. She serves as Associate Editor of Natural Sciences Education and was previously editor of Quaternary Australasia. Dr. Smith has supervised numerous graduate students through research-based supervision, with completed projects covering diverse topics from soil patterns in Southland to Antarctic soil ecology. She teaches advanced courses in field research, soil science, and physical landscapes, and has developed innovative approaches to teaching during the pandemic, including virtual field trips.
Dr. Mary Elisabeth Cox holds dual academic appointments. She is a Research Associate at the Oxford Centre for Economic and Social History and the Global History of Capitalism Project at the University of Oxford, and an Assistant Professor in International Relations at the Central European University in Vienna, Austria. Her work bridges historical analysis with contemporary policy considerations, particularly regarding civilian suffering during conflicts. Education: Doctor of Philosophy (DPhil) in History from the University of Oxford Research interests center on the socio-economic and health impacts of war on civilians, focusing on gender and social inequality. She investigates food security, international aid institutions, anthropometric data applications, and 20th-century warfare. Her approach combines quantitative methods with traditional qualitative sources to explore deprivation timelines and recovery patterns across social groups. Her scholarly work analyses wartime blockades' nutritional consequences on German civilians, highlighted in her award-winning 2015 article and 2019 monograph. These studies demonstrate the interdisciplinary potential of blending anthropometric data with institutional reports, personal letters, and other sources. Awards include the Dev Book Prize for her groundbreaking DPhil dissertation and the 2016 Alexander Prize for the aforementioned 2015 article. She is also a shortlisted candidate for the Economic History Society's best doctoral dissertation. In advising and grants, she supervises Masters students at Brasenose College, Oxford, and leads the Leverhulme Trust-funded ‘Hunger Draws the Map’ project . This initiative traces hunger’s geopolitical dimensions across Europe and the Ottoman Empire during 1914–1922, culminating in a co-edited monograph expected in 2020. Collaboration with Dr. Claire Morelon and Sir Hew Strachan is central to this work. Labs/teams: She co-leads the ‘Hunger Draws the Map’ international network, which includes workshops at institutions like the Hoover Institution and partnerships with scholars worldwide. Her research also draws on lived experiences from her childhood in the South Pacific and Scandinavia, informing her cultural and regional perspectives.
Ulf Hanefeld is a Full Professor and Section Leader in the Department of Biotechnology at the Faculty of Applied Sciences , Delft University of Technology (TU Delft) , where he leads the Biocatalysis research section. His work integrates chemistry and biology to develop sustainable synthetic methodologies using enzymes. PhD from Georg-August-Universität zu Göttingen (1993) Postdoctoral experience at Imperial College London, University of Cambridge, and TU Delft Recipient of a Royal Netherlands Academy of Arts and Sciences (KNAW) fellowship His research interests center on biocatalysis , particularly enzymes that enable difficult chemical transformations such as C–C bond formation , enantioselective hydration , and ozonolysis . He focuses on enzyme discovery, engineering, immobilization, and application in flow chemistry to achieve sustainable and efficient synthesis. His work spans from fundamental enzyme mechanism studies to industrial applications in green chemistry . The publication trends reveal a consistent focus on enzyme immobilization , flow reactor systems , and chemo-enzymatic cascades . His recent work emphasizes the use of hydroxynitrile lyases , aldolases , and methyltransferases for the synthesis of chiral intermediates under environmentally benign conditions. The integration of biocatalysis with continuous manufacturing highlights a strong commitment to industrial applicability and process sustainability. Scientific contributions and recognition : Active contributor to high-impact journals in chemistry and biotechnology Coordinated research in the CassaFLOW project (international academic-industrial collaboration) Author of influential reviews, e.g., in Chemical Society Reviews (2022) Teaching and supervision : He teaches Catalysis (Bachelor) and Advanced Biocatalysis (Master), and supervises numerous Master’s theses (MEP) and Bachelor’s projects (BEP) . Students in his group are actively involved in research and often become co-authors on scientific papers. Projects center on green chemistry, enzyme engineering, and spectroscopic analysis of biochemical systems. Laboratory and research environment : The Ulf Hanefeld Group operates within the Biocatalysis section, a multidisciplinary environment fostering collaboration on enzyme discovery, immobilization, and cascade reactions. The group emphasizes practical innovation, with strong links to industry and international research networks.
Elaine J. Francis is a Professor of English and Linguistics at Purdue University, where she also serves as the Associate Head of the Department of English. She holds affiliate appointments in the Department of Linguistics and the Department of Speech, Language, and Hearing Sciences. At Purdue, she directs the Experimental Linguistics Lab and teaches linguistics courses at both graduate and undergraduate levels. Francis completed her B.A. in Linguistics at the College of William and Mary in 1993, followed by her M.A. (1995) and Ph.D. (1999) in Linguistics at the University of Chicago under the direction of Salikoko Mufwene. Her dissertation examined variation among members of the same lexical category in English using Sadock's Autolexical Grammar framework. Prior to joining Purdue in 2003, she served as an Assistant Professor at the University of Hong Kong from 1999 to 2002, where she collaborated with Stephen Matthews on research concerning syntactic categories and relative clauses in Cantonese. Her research focuses on syntax and its interfaces with semantics, discourse information structure, and language processing in production and comprehension. Francis employs experimental methods to investigate syntactic, semantic, discourse-pragmatic, and cognitive factors underlying the grammar and usage of complex sentence structures. Her specific interests include word order alternations, filler-gap dependencies, resumptive pronouns, relative clauses, grammatical categories, and syntactic alternations. She has published extensively in top linguistics journals including Language and Cognition, Glossa Psycholinguistics, Linguistics, Lingua, Cognitive Linguistics, and the Journal of Psycholinguistic Research. Analyzing her recent publications reveals a consistent focus on experimental approaches to syntactic phenomena. Her work demonstrates a strong interest in gradient acceptability, syntactic priming, cross-linguistic comparison (particularly involving English and Cantonese), and the relationship between grammatical theory and language processing. Her 2022 book Gradient Acceptability and Linguistic Theory represents a major contribution that synthesizes experimental findings with theoretical linguistics frameworks. Francis plays an active role in the broader linguistics community. She regularly teaches short courses at the Linguistic Society of America Linguistic Institutes, serves on the LSA Ethics Committee, and is on the editorial board of Glossa Psycholinguistics. She has also edited several books and special journal issues, including Mismatch: Form-Function Incongruity and the Architecture of Grammar (2003) and Polymorphous Linguistics: Jim McCawley's Legacy (2005). As an educator and administrator, Francis has supervised numerous graduate students and currently serves as Associate Head of the Department of English at Purdue. Her Experimental Linguistics Lab provides research opportunities for students interested in the intersection of theoretical syntax and experimental methodology. While she recently announced she will not be accepting new graduate students for the 2025-2026 cycle, her established mentorship record demonstrates her commitment to training the next generation of linguists. The Experimental Linguistics Lab, which she directs, serves as a hub for research combining theoretical linguistics with experimental methods. Her collaborative work extends across disciplines, including collaborations with researchers in speech-language pathology, cognitive science, and computational linguistics, reflecting the interdisciplinary nature of modern linguistic research.
Dr. Jiaqi Gong serves as Associate Professor in Computer Science and Adjunct Associate Professor in Mechanical Engineering at The University of Alabama's College of Engineering, while directing the Alabama Center for the Advancement of Artificial Intelligence. His academic foundation includes: B.S. in Engineering, China University of Geoscience (2004) Ph.D. in Engineering, Huazhong University of Science and Technology (2010) Dr. Gong's research pioneers human-AI convergence through cyber-physical systems and smart health technologies, developing mobile/wearable platforms to enhance human perceptual, cognitive, and physical capabilities. His work spans artificial intelligence, machine learning, computer vision, and IoT with applications in healthcare, environmental monitoring, and education. The Sensor-Accelerated Intelligent Learning (SAIL) laboratory he founded drives innovation in behavior change interventions, human movement modeling, and educational data mining. Recent publications reveal strong interdisciplinary trends: healthcare AI dominates with medication adherence prediction and surgical classification systems, while environmental applications feature flood-risk communication and drought analysis. His work increasingly integrates generative AI and LLMs across domains, demonstrating methodological innovation in federated learning, knowledge graphs, and explainable storytelling frameworks. Notable recognitions include: Best Student Paper Award, IEEE/ACM Connected Health Conference (2022) Best Student Paper Award, Body Sensor Networks Conference (2019) Data Challenge Win, IEEE Biomedical Health Informatics (2018) Best Paper Award, Body Area Networks Conference (2014) Best Demonstration Award, IEEE Wireless Health Conference (2014) Dr. Gong leads significant funded projects including a $2M CDC/NIOSH grant for first responder safety and $3M NSF funding for hydrologic research. As SAIL laboratory director, he mentors students in developing clinically deployed technologies for multiple sclerosis, dementia, and mental health. Future work focuses on scaling AI applications in chronic disease management and climate resilience through the Alabama AI Center. The SAIL laboratory (founded 2017) operates as a multidisciplinary hub developing wearable/mobile systems for health applications, with active collaborations across medical clinics and engineering departments for real-world deployment of behavior change interventions and movement analysis tools.
Univ-Prof. Dr. med. Malek Bajbouj serves as Director of the Institute for Affective Neuroscience and Emotion Modulation at Charité – University Medicine Berlin's Campus Benjamin Franklin (CBF), operating within the Department of Neurology, Neurosurgery and Psychiatry (CC 15). His position integrates clinical leadership with translational neuroscience research focused on severe mental illnesses. Dr. Bajbouj's research program centers on affective neuroscience and emotion dysregulation mechanisms in psychiatric disorders, particularly schizophrenia spectrum conditions and depression. He pioneers multimodal intervention approaches combining neuromodulation (tDCS), oxytocin augmentation, mindfulness therapies, and digital health tools. His work emphasizes translational biomarker development using neuroimaging, machine learning, and physiological stress parameter analysis to personalize treatment for treatment-resistant populations. Analysis of his 2023-2025 publications reveals three dominant research trajectories: (1) novel treatment combinations for negative symptoms in schizophrenia (oxytocin + mindfulness, yoga therapy); (2) real-world implementation of neuromodulation (at-home tDCS protocols, technical efficacy monitoring); and (3) global mental health responses to crises (pandemic impacts on vulnerable groups, culturally adapted refugee interventions). His methodology consistently employs rigorous randomized controlled trials with embedded biomarker studies. As director of his eponymous institute, Dr. Bajbouj leads a multidisciplinary team conducting neuroimaging studies, clinical trials, and international collaborations focused on emotion modulation pathways. The institute coordinates research across CC 15's clinical infrastructure at CBF Building V, with particular emphasis on bridging laboratory neuroscience with clinical psychiatry through the DepressionDC and OXYMIND trial frameworks.
Professor Paweł Chmura is a Full Professor at Wrocław University of Health and Sport Sciences, specializing in Sports Sciences with a focus on football performance analysis. He serves in the Department of Individual and Team Sports, where he conducts research on exercise physiology, training load monitoring, and physical activity analysis in soccer players. With over 130 publications, Professor Chmura is a recognized expert in sports science and also holds a UEFA A coaching license. Professor Chmura's research interests center on exercise physiology, particularly in the context of team sports. His work extensively examines repeated maximum effort capabilities, physical activity analysis in soccer players, and monitoring training loads. He has developed innovative concepts such as the Psychomotor Fatigue Threshold and investigates how environmental factors like temperature and air quality affect athletic performance. His research bridges the gap between theoretical sports science and practical coaching applications, making significant contributions to football performance optimization. Professor Chmura's extensive publication record demonstrates a consistent focus on soccer performance analysis, with recent work expanding into multidisciplinary approaches including physiological, psychological, and tactical aspects of the game. His research shows increasing sophistication in methodology, incorporating advanced monitoring technologies and comprehensive analysis frameworks that consider multiple performance indicators simultaneously. This evolution reflects broader trends in sports science toward integrated, holistic approaches to athlete performance. Professor Chmura actively supervises the Motosoccer Student Research Club and invites master's and doctoral students to collaborate on research projects related to football, exercise physiology, game analysis, and motor preparation. His mentorship extends beyond formal academic supervision to practical coaching guidance, leveraging his UEFA A coaching certification to provide students with both theoretical knowledge and practical field experience. As a UEFA A-licensed football coach and tennis instructor, Professor Chmura maintains strong connections between academic research and practical sports applications. He leads the Motosoccer Student Research Club, which provides hands-on research opportunities for students interested in sports science. His dual expertise in academic research and practical coaching creates a unique environment for applied sports science research that directly impacts coaching methodologies and athlete development.
Prof. Waldemar Kolanus leads the Molecular Immunology and Cell Biology department at the University of Bonn's Life & Medical Sciences Institute (LIMES) . His research bridges immunoregulation , stem cell dynamics , and metabolic stress responses in immune cells. Unit 2 member at LIMES Principal investigator in SFB 704 and ImmunoSensation Cluster Leads a multidisciplinary lab with postdocs, PhD students, and technical staff His work focuses on intracellular signaling pathways connecting immune activation to tissue homeostasis, particularly through: Cytohesin proteins in integrin-mediated adhesion and migration TRIM71 in stem cell regulation and congenital hydrocephalus High-salt environments affecting macrophage function Publication trends show expertise in immune cell migration , genetic models , and chemical inhibition , with frequent use of mice and zebrafish for in vivo studies. Key articles explore: TRIM71's dual role in auditory development and germ cell maintenance Cytohesin family's Golgi regulation and insulin signaling Ruxolitinib's off-target migration inhibition of dendritic cells Contact details: Address: LIMES Institute, Carl-Troll-Straße 31, Bonn Email: kolanus.sekretariat@uni-bonn.de Phone: +49 228 73-62788
Christian Kaarup Baron is an External Lecturer in the Department of Pharmacy at the University of Copenhagen, with research spanning interdisciplinary domains at the intersection of scientific humanities and environmental studies. His core research areas include: History and Philosophy of Science : Critical analysis of epistemic values in paleontological debates, exemplified by work on the Burgess Shale fossil site's scientific interpretations Climate Science : Empirical investigations into climate impacts through the African Monsoon Multidisciplinary Analyses (AMMA) project, focusing on West African environmental systems Baron's 2009 publications reveal a distinctive scholarly trajectory bridging conceptual frameworks from biological sciences with climate modeling methodologies, demonstrating consistent engagement with methodological rigor across disparate scientific fields despite limited output volume.
Dr. Ariel Lang is a Professor In Residence in the Department of Psychiatry at the University of California San Diego (UCSD) and holds an Adjunct Professor position in the Department of Family Medicine and Public Health. She serves as Co-Director of the Experimental Psychopathology Track in the SDSU/UCSD Joint Doctoral Program in Clinical Psychology, and directs the VA San Diego Healthcare System (VASDHS) Center of Excellence for Stress and Mental Health (CESAMH). She co-leads the VASDHS Advanced Fellowship in Women's Health and specializes in evidence-based psychotherapeutic approaches for anxiety and trauma-related disorders in military populations. Education: Bachelor of Arts (BA), Psychology, Stanford University (1991) Master of Arts (MA), Clinical Psychology, UCLA (1994) Doctor of Philosophy (PhD), Clinical Psychology, UCLA (1998) Master of Public Health (MPH), Public Health (Biometry), SDSU (2007) Research Interests: Dr. Lang's work centers on assessing and treating PTSD, anxiety disorders, and trauma-related conditions with a focus on complementary and integrative approaches. Her studies frequently intersect with military/veteran populations, women's health, and public health issues such as systemic racism and environmental exposures. She has pioneered interventions like Compassion Meditation , Adaptive Disclosure , and Mantram Repetition Program , often using randomized controlled trials (RCTs) to evaluate efficacy. Her research also addresses co-occurring disorders (e.g., PTSD and substance use), pregnancy/postpartum mental health, and intergenerational trauma effects. Publications Trends: Her recent articles emphasize trauma-focused treatments, integrative health modalities, and veteran-specific healthcare challenges. Over 50% of her recent work involves clinical trial methodologies, particularly RCTs evaluating novel interventions. She consistently explores interdisciplinary topics like the intersection of mindfulness and clinical psychology, and the impact of systemic stressors on mental health outcomes. Awards: In 2022, she was honored as the UCSD Dept of Psychiatry Faculty Champion of Diversity . Grants/Advising: She is Principal Investigator on NIH grants exploring compassion meditation and yoga interventions for veterans, and has led projects funded by the VA and DoD. Her role in the 2023 VA/DoD PTSD Clinical Practice Guideline underscores her influence in shaping national healthcare policies. Labs/Teams: Her work is anchored in the VASDHS CESAMH, a multidisciplinary research center focused on stress-related mental health conditions. She collaborates extensively with researchers in public health, neurology, and military medicine, evidenced by frequent co-authorships in these domains.
David L. Schwartz serves as the William G. and Virginia K. Karnes Research Professor of Law at Northwestern University's Pritzker School of Law, where he joined the faculty in 2015 and served as Associate Dean of Research & Intellectual Life from 2019-2022. His interdisciplinary work bridges legal scholarship, data science, and technology policy with emphasis on patent systems and judicial transparency. His educational foundation includes a BS from the University of Illinois at Urbana-Champaign and a JD cum laude from the University of Michigan Law School. Professor Schwartz specializes in empirical analysis of intellectual property systems , particularly patent litigation dynamics and court record accessibility. His research leverages computational methods to transform legal scholarship through projects like SCALES OKN, where he examines how technological interventions can democratize access to justice. This work situates him at the nexus of legal informatics , patent policy , and court system innovation , challenging traditional methodologies in legal academia. His publication trajectory reveals a decisive shift toward technology-driven legal transparency since 2018, with recent work focusing on large-scale court record analysis and open justice infrastructure. The 2024 Northwestern University Law Review article represents the culmination of his NSF-funded SCALES initiative, demonstrating how machine-readable litigation data can reshape legal scholarship and practice. As Co-Principal Investigator of the NSF-funded Systematic Content Analysis of Litigation EventS Open Knowledge Network (SCALES OKN), he leads a multidisciplinary consortium developing tools to convert opaque court records into structured, analyzable datasets. This $1.2M grant supports collaboration between legal scholars, computer scientists, and data engineers to build public infrastructure for judicial transparency. The SCALES OKN project operates as a cross-institutional research collective involving Northwestern faculty, data scientists from multiple universities, and partnerships with legal technology organizations. It maintains active development teams for natural language processing pipelines, litigation event databases, and public-facing analytical interfaces serving legal practitioners and researchers.
