Natacha Crooks Dr. Natacha Crooks is an Assistant Professor in the Department of Electrical Engineering and Computer Science (EECS) at UC Berkeley. Her research focuses on distributed systems, databases, and security, with a particular emphasis on consistency models, BFT protocols, and cloud computing. She is a founding member of the SkyLab and a core contributor to the Data Systems and Foundations Group at Berkeley. She holds a Ph.D. in Distributed Systems from the University of Texas at Austin (2019) and a BA in Computer Science and Law from the University of Cambridge (2012). Affiliations & Roles: Assistant Professor, UC Berkeley EECS Visiting Researcher at Azure Research, Security & Privacy Founding Member of SkyLab Member of Berkeley Center for Decentralized Intelligence Former Scientific Advisor at Improbable and Astronomer Research Interests: Her work bridges distributed systems and database research, addressing challenges in transactional consistency, fault-tolerant protocols, and cloud resource optimization. Key themes include: Designing scalable BFT consensus algorithms Secure multi-cloud storage solutions Optimizing distributed transaction processing Privacy-preserving distributed systems Awards & Recognition: Sloan Research Fellow (2025) NSF CAREER Award ACM SIGOPS Dennis M. Ritchie Doctoral Dissertation Award (2020) IEEE CS TCDE Early Career Award (2024) Teaching: Fall 2025: CS 294-282 (Research Culture and Community Norms), Wheeler 130. Industrial Collaboration: Prior roles include visiting researcher at Cornell University, Microsoft Research (DMX group), and Imperial College London. Industrial partnerships include work with Materialize, Astronomer, and Improbable.
Professor John Parnell is the Chair in Geology & Petroleum Geology at the University of Aberdeen , affiliated with the School of Geosciences and Department of Geology and Petroleum Geology . His research focuses on geochemistry, paleoenvironmental reconstruction, trace element cycling, and sedimentary systems , with significant contributions to studies of the Rhynie Chert, Bowland Shale, and Lewisian Complex. Research Interests Professor Parnell's work spans: Geochemical analysis of Paleoproterozoic and Neoproterozoic systems Trace metal mobility in sedimentary and metamorphic environments Organic carbon burial and its tectonic implications Planetary analog studies for Mars exploration Shale resource characterization and environmental impact assessment Recent Publications His recent articles highlight investigations into: Graphitization processes in Scottish Highlands marbles Sulphur isotope records in Precambrian successions Trace element dynamics in the Bowland Shale Biogeochemical cycling at the Precambrian-Cambrian boundary Labs & Collaborations He leads research in the Geofluids Group and collaborates with the Planetary Sciences Department on Mars analog studies.
Ruben Portugues is a Professor of Brain Circuit Function and Dysfunction at the Institute of Neuroscience, Technical University of Munich (TUM). He is a full member of the Graduate School of Systemic Neurosciences (GSN), an associate and advisory board member of the Munich Center for Neurosciences (MCN), and leads a research group focused on understanding the neural basis of behavior. His lab uses larval zebrafish as a model organism to investigate sensorimotor control, decision-making, and motor learning through whole-brain imaging and circuit analysis. His research interests lie at the intersection of systems neuroscience and behavior. He investigates how brain circuits process sensory information, integrate it with motor output, and enable adaptive and flexible behavior. Key areas include the function of the cerebellum, heading direction networks, sensorimotor transformations, and the neural mechanisms of decision-making. His lab employs cutting-edge techniques including custom-built microscopes, behavioral assays, and computational analysis. The recent publications and preprints from his lab demonstrate a strong trend in decoding distributed neural circuits underlying navigation and decision-making in zebrafish. There is a clear focus on identifying specific brain regions (e.g., interpeduncular nucleus, cerebellum) and cell types involved in processing visual, motor, and spatial information. The work increasingly emphasizes whole-brain functional imaging and the emergence of cognitive-like representations such as allocentric heading direction. FENS-Kavli Network of Excellence (FKNE) PhD Thesis Prize (awarded to student Luigi Petrucco) Ruben Portugues actively mentors PhD students, including current advisees Luigi Petrucco, Ot Prat, and Shuhong Huang, and has successfully graduated Dr. Elena Dragomir and Dr. Vilim Štih. His lab engages in extensive collaborations, hosts visiting researchers, participates in teaching (e.g., CSHL Imaging Course, Cajal Course), and secures resources for advanced research. The lab is known for building its own microscopes and software, fostering technical innovation. The Portugues Lab operates as a dynamic, interdisciplinary team that combines experimental neuroscience with computational and engineering approaches. They regularly hold retreats, participate in scientific events, and contribute to community initiatives like the Munich Brain Day. The lab is preparing to relocate to the Department of Neurobiology and Behavior at Cornell University, marking a new phase in its research trajectory.
Prof. Dr. Jeanette Hofmann is Professor of Internet Politics at Freie Universität Berlin since 2017 and Honorary Professor at Universität der Künste Berlin since 2014. She heads the Research Group 'Politics of Digitalization' at WZB Berlin Social Science Center and serves as Principal Investigator for 'Technology, Power and Domination' at the Weizenbaum-Institute. Her work bridges academic research and policy engagement through roles in NETmundial+10, International Observatory on Information and Democracy, and European Commission expert groups. Her research expertise spans Digitalization and Democracy , AI and society , Digital regulation , and Internet governance . Hofmann examines how digital infrastructures reshape political agency, democratic processes, and societal regulation through governance theory and science and technology studies lenses. Recent work analyzes disinformation ecosystems, platform power dynamics, and bureaucratic resistance to digital transformation in public administration. Hofmann's publication trajectory (2019-2024) reveals intensifying focus on AI's democratic implications, with 60% of recent work addressing algorithmic governance, digital sovereignty, and platform regulation. Her scholarship appears in Big Data & Society , Internet Policy Review , and interdisciplinary policy reports for European institutions. Scientific Awards: No formal awards documented in source material Hofmann leads major research initiatives including the Weizenbaum-Institute's 'Technology, Power and Domination' group and European Commission expert panels on platform economy regulation. Her grant portfolio emphasizes policy-relevant research on digital governance, with recent funding supporting comparative studies of digital transformation in Germany, Singapore, and Taiwan. She directs WZB's 'Politics of Digitalization' research group and co-leads the Weizenbaum-Institute's critical technology studies cluster. These teams employ interdisciplinary methods combining discourse analysis, comparative case studies, and policy ethnography to investigate power dynamics in digital ecosystems.
Rima Alaifari is currently an Assistant Professor for Applied Mathematics at ETH Zürich , where she works on applied analysis, inverse problems, and scientific machine learning. Her research emphasizes stability analysis and regularization of inverse problems, applied harmonic analysis, phase retrieval, and operator learning. She is an associated member of the ETH AI Center and will transition to a full professorship at RWTH Aachen University in 2025 as Chair of Analysis and its Applications. Education : PhD in Mathematics (2010–2014, Vrije Universiteit Brussel); MSc in Applied and Industrial Mathematics (2005–2010, Johannes Kepler University) Research Focus : Stability estimates for inverse problems, phase retrieval in wavelet/Gabor transforms, operator learning with neural networks, and deep learning robustness. Article Trends : Her recent work bridges harmonic analysis with machine learning, focusing on phase retrieval stability, adversarial perturbations in imaging, and mathematically grounded neural operator frameworks like ReNO and CNO. Advising : She has supervised PhD students like Tandri Gauksson and Matthias Wellershoff. Former postdoctoral researchers include Francesca Bartolucci (now at TU Delft) and Jesse Railo (Finnish Inverse Prize winner).
Panayiotis Kolios is an Assistant Professor at the Department of Computer Science, University of Cyprus (UCY). Previously, he served as a Research Assistant Professor at the KIOS Research and Innovation Centre of Excellence (2013–2024) and a Visiting Lecturer at UCY. He holds a BEng and PhD in Telecommunications Engineering from King’s College London (2008 and 2012, respectively). His research focuses on networked intelligent systems, emergency management using AI and UAV technologies, and cyber-physical systems. Education: BEng in Telecommunications Engineering, King’s College London, 2008 PhD in Telecommunications Engineering, King’s College London, 2012 Research Interests: His work centers on autonomous systems, intelligent transportation, and emergency management. Key areas include AI-driven disaster response, UAV-based surveillance, and algorithmic optimization for critical infrastructure. He develops solutions for real-time situational awareness and decision-support in emergencies. Recent work trends show a focus on multi-UAV coordination, disaster management platforms (like AIDERS), and AI applications in emergency response. His team’s 2023 win in the Cooperative Aerial Robots Inspection Challenge highlights advancements in UAV inspection algorithms. Scientific Awards: First Prize in Cooperative Aerial Robots Inspection Challenge (CDC 2023) Grants and Advising: He has secured over €40 million in EU and industrial grants, leading projects like PREDICATE, SWIFTERS, and AIDERS. His team advises on emergency response strategies and has trained first responders through EU-funded programs such as the Exchange of Experts training. Labs and Teams: He leads the Security and Emergency Response Group at KIOS CoE and established the Cyprus Civil Defence Aerial Observation Unit. His team collaborates with institutions like the Cyprus Police and Fire Service to operationalize UAV technologies in disaster scenarios.
Dr. Jules Rawlinson is a Senior Lecturer in Digital Design at the Reid School of Music , University of Edinburgh. He serves as Programme Director for the MSc Sound Design and contributes to MSc Design and Digital Media, ESALA undergraduate courses, and the Reid School's MSc Digital Composition and Performance. PhD in Composition (University of Edinburgh, 2011) MSc Sound Design (University of Edinburgh, 2006) BA Combined Arts (Sunderland University) Jules investigates audiovisual composition , live electronics , and interactive performance systems , blending machine learning , virtual environments , and corpus-based sound synthesis . His work explores non-linear narrative structures , graphical scores , and political sound-art through collaborations like Raw Green Rust and projects such as Lie Still My Sleepy Fortunes and w[i]nd . His 15 most recent outputs span audiovisual installations , generative sound systems , and collaborative performances , focusing on virtual reality , spectral transformation , and digital improvisation . Jules co-founded the LLEAPP network and has secured grants from EPSRC and New Media Scotland's Alt-w Fund . He supervises PhD students Tim Bentley, Hal Xu, Benjamin Cantil, and Liam Peacock, with works showcased at festivals including Sonorities , Edinburgh International Film Festival , and Edinburgh Festival Fringe . His Requiem for Edward Snowden was featured in BBC Radio 3's Hear and Now and selected for Creative Scotland's Made In Scotland Showcase.
Ming-Hsuan Yang is a Professor in the Department of Computer Science & Engineering at the University of California, Merced , where he also serves as the Graduate Chair for the Electrical Engineering and Computer Science (EECS) graduate group. His research spans computer vision , machine learning , and pattern recognition , with a focus on image and video restoration, object tracking, and 3D scene understanding. Ph.D., University of Illinois at Urbana-Champaign (2000) M.S., University of Texas at Austin (1994) M.S., University of Southern California (1992) B.S., National Tsing-Hua University, Taiwan (1991) His research interests include computer vision (object tracking, image deblurring, saliency detection), machine learning (transfer learning, sparse representation), and 3D reconstruction (Gaussian splatting, scene generation). He has pioneered methods in diffusion models , transformer architectures , and multi-modal vision-language systems . Recent publication trends show leadership in 3D mesh generation (ICCV 2025), video diffusion (CVPR 2025), and image restoration (PAMI 2025), with interdisciplinary applications in medical imaging (TMI 2024) and human motion analysis (WACV 2025). Scientific awards include Nvidia Fellowships and EECS Rising Stars recognitions for advisees, with Meta , Google DeepMind , and Adobe alumni placements. He has advised 18 PhD students and 13 MS students since 2009, with notable fellowships including Chancellor's Graduate Fellowship and GSOP Fellowship . His Visual Tracking and Learning Lab produces high-impact work in object tracking , image enhancement , and semantic segmentation , supported by NSF grants and industry collaborations . Lab alumni now lead R&D at top tech companies like Stability AI and Meta .
Ben Amor is a Full Professor in the Department of Civil Engineering at the Faculty of Engineering, Université de Sherbrooke, where he serves as Director and Founder of the CIRMIB (Integrated Research Center on Sustainable Materials, Infrastructure and Buildings) and Director of Sustainable Development for the Faculty of Engineering. Previously, he held associate professor positions at Université Laval and Université de Sherbrooke. His research focuses on Life Cycle Assessment (LCA) methodologies applied to sustainable construction, circular economy implementation in building sectors, and building decarbonization strategies. He has pioneered regionalized LCA approaches for Arctic regions and developed frameworks for carbon budgeting in building sectors. His work bridges environmental science with practical engineering solutions for sustainable infrastructure. His recent publications reveal strong trends in building decarbonization pathways, material circularity in construction, and the integration of biogenic carbon accounting. He emphasizes both technological solutions and behavioral change strategies for achieving net-zero emissions in the built environment. ACLCA 2018 Life Cycle Assessment Leadership Award Life Cycle Academy Awards 2019 (two awards) Quebec Public Administration Excellence Prize 2023 for Scientific Collaboration Multiple university teaching awards including the Jacques-Bazinet Merit Award Professor Amor leads significant research grants totaling over $20 million, including NSERC Alliance grants for sustainable building materials and a $2 million Research Chair on Net Zero Strategies and Life Cycle Assessment. He directs the CIRMIB research center and the LIRIDE (Interdisciplinary Research Laboratory in Sustainable Engineering and Eco-design), supervising multiple doctoral candidates. His work includes developing LCA tools for Quebec's construction industry and advising government bodies on sustainable procurement policies.
Dr. Anas Iftikhar is an International Lecturer (Assistant Professor) in Logistics and Supply Chain Management at Lancaster University's Management School, United Kingdom. He is affiliated with the Centre for Productivity and Efficiency and contributes to the Supply Chain Management department with research focusing on contemporary supply chain challenges. Dr. Iftikhar completed his Ph.D. in Economics, Management, and Quantitative Methods from the University of Salento, Italy in May 2021. During his doctoral studies, he held visiting researcher positions at Ghent University (Belgium) and Cardiff Business School at Cardiff University (UK), gaining valuable international research experience. Prior to his academic career, he accumulated industry experience in inventory planning and operations management. Dr. Iftikhar's research primarily investigates how supply chain capabilities enhance resilience in disruptive and complex environments. His work explores the intersection of supply chain complexity, digital technologies, and resilience strategies. He employs methodological approaches including systematic literature reviews, meta-analysis, and structural equation modeling. His research has significant implications for organizations navigating geopolitical uncertainties, digital transformation, and supply chain disruptions. His publication portfolio demonstrates a clear evolution from foundational work on network trust and ripple effects to more sophisticated examinations of digital transformation's role in supply chain resilience. Recent publications increasingly focus on the synergistic effects of multiple capabilities (network capability, innovation ambidexterity) in addressing complex challenges like geopolitical turmoil. The research trajectory shows a progression from single-factor analyses to more complex, integrated models that better reflect real-world supply chain dynamics. Dr. Iftikhar actively participates in the academic community through presentations at major conferences including the European Operations Management Association (EUROMA) annual conference, IFAC Conference on Manufacturing Modelling, Management & Control, and Industrial Engineering Operations Management (IEOM) society events. He has also delivered invited talks such as 'Contemporary Issues in Logistics Management' at Bukhara State University. As an educator, Dr. Iftikhar is willing to supervise PhD students in supply chain resilience, disruption management, supply chain complexity, and innovative technologies in supply chain management. His industry experience enriches his teaching approach, bridging theoretical concepts with practical applications. His research outputs have been published in leading Operations and Supply Chain Management journals including International Journal of Production Research, Production Planning and Control, Annals of Operations Research, and Journal of Business Research.
Mohammad Hamdaqa is an Associate Professor in the Department of Computer Engineering and Software Engineering at Polytechnique Montréal, where he leads the Laboratory of Software and Emerging Technologies. His academic journey includes a Ph.D. in Electrical and Computer Engineering from the University of Waterloo (2016), a Master's in Electrical and Computer Engineering from Concordia University, an MBA from the New York Institute of Technology, and a Bachelor's in Computer Engineering from Jordan University of Science and Technology. His research focuses on the intersection of software engineering and emerging technologies, particularly examining how software engineering approaches can be adapted for complex new platforms like cloud computing and blockchain. His work spans model-driven software engineering, cloud application architecture, smart contract development, and infrastructure as code. He investigates both how traditional software engineering practices can evolve to address the challenges of modern distributed systems and how emerging technologies can transform software development processes themselves. Analysis of his recent publications reveals a strong emphasis on blockchain technologies (particularly smart contracts), cloud-native applications, and the application of AI to software engineering tasks. His work shows a consistent thread of empirical research combined with practical tool development, with increasing focus on sustainability aspects of software systems in recent years. Much of his research bridges theoretical foundations with practical implementation concerns. Professor Hamdaqa serves as a thesis supervisor for multiple graduate students, with recent completed Master's theses focusing on smart contract auditing, prompt engineering for OCL generation, model-driven epidemiology, and security practices in infrastructure as code. He actively recruits students for research projects in his laboratory. He is a member of both the IEEE Computer Society and the Association for Computing Machinery (ACM), has served on program committees for major software engineering conferences, and is on the editorial board of Service Transaction on Internet of Thing. His laboratory, the Laboratory of Software and Emerging Technologies, serves as the hub for his research activities in blockchain, cloud computing, and model-driven engineering.
Dr Shu-Ling Lu is an Associate Professor at the University of Reading , serving as Director of the MSc Project Management Programme and a Member of Senate . Her research spans Innovation Management , Quality Control , and Net Zero Transitions in construction, alongside Heritage Building Integration and Gender Dynamics in built environment sectors. Her academic journey includes a PhD , MSc in Construction Engineering , and a Diploma in Architectural Engineering , all from institutions in Taiwan and the UK, complemented by a Postgraduate Certificate in Higher Education Practice from the University of Salford. Research Interests : Innovation in construction, quality management, heritage conservation, net-zero transitions, gender equity, and system dynamics applications. Article Trends : Focus on defects analysis , heritage integration , gender dynamics , system dynamics , and net-zero strategies across 15 recent publications. Scientific Awards : Fellow of the Chartered Institute of Building (FCIOB) Fellow of Higher Education Academy (FHEA) Full member, Association for Project Management (MAPM) BSI Committee Participation (Quality Management Standards) Supervision & Grants : Mentored 7 PhD students and led/co-led projects funded by Natural Environment Research Council (NERC) , EPSRC , and COST , with total grants exceeding £500,000.
Greg W. Marshall serves as the Charles Harwood Professor of Marketing and Strategy at Rollins College, with an extensive publication record cited over 11,600 times. His academic career spans more than two decades with continued scholarly output through 2020. Dr. Marshall's research focuses primarily on sales force management, workplace isolation among field sales professionals, and the impact of technological advancements on selling environments. His work examines critical issues such as sales strategy development, organizational commitment among salespeople, and the evolution of traditional sales methodologies in digital contexts. He has made significant contributions to understanding how virtual work arrangements affect sales performance and employee engagement. His publication trends reveal a consistent focus on sales management with increasing attention to technology's role in selling processes. Early work examined foundational sales concepts like the seven steps of selling, while more recent research investigates social media's impact on sales environments and the psychological effects of workplace isolation in virtual sales teams. Co-author of the 13th edition of Sales Force Management (2020), considered a contemporary classic in the field Extensive research on workplace isolation and its effects on sales performance Pioneering work on technology adoption in sales force environments Marshall has collaborated extensively with leading scholars in sales research including Mark Johnston, William Moncrief, and Juan Pablo Mulki. His research has practical implications for sales organizations navigating digital transformation and virtual work arrangements, with applications across multiple industries that rely on field sales forces.
Magali (Maggie) Delmas is a Professor of Strategy at the UCLA Anderson School of Management and the UCLA Institute of the Environment & Sustainability. She serves as Faculty Director of the UCLA Anderson Center for Impact, leading the Open for Good Initiative, which aims to make corporate sustainability data more transparent and actionable. Additionally, she directs the UCLA Center for Corporate Environmental Performance and previously served as President of the Alliance for Research in Corporate Sustainability (ARCS). Professor Delmas received her Ph.D. in Strategic Management from HEC Paris and an M.A. in Political Science from the University of Paris. Her academic journey has positioned her at the intersection of business strategy and environmental sustainability, where she has built a distinguished career examining how corporations can effectively integrate sustainability into their core operations. Dr. Delmas's research focuses on corporate sustainability strategy, climate-related disclosure, and the design of effective information strategies to promote conservation behavior and build green markets. She has authored over 100 articles, book chapters, and case studies that explore energy conservation, eco-labeling, climate lobbying, and the detection and prevention of corporate greenwashing. Her work particularly examines how behavioral interventions can effectively motivate sustainable practices, as demonstrated in her large-scale UCLA Engage program that used real-time energy feedback to uncover conservation strategies. Her research spans multiple disciplines, connecting business strategy with environmental science, behavioral economics, and policy analysis. A notable trend in her recent work involves the examination of how transparency in corporate sustainability reporting affects business practices and environmental outcomes. She has made significant contributions to understanding the relationship between eco-certification and product quality, particularly in the wine industry, where her research has shown that organic wines often receive higher quality ratings. Distinguished Scholar Award, Academy of Management/ONE Division Best Book Award, Academy of Management/ONE Division (The Green Bundle) Research Impact on Practice Award, Academy of Management & Network for Business Sustainability (two-time recipient) 2019 Academy of Management/Organization and the Natural Environment Best Book Award 2016 Organization & Environment Journal Best Paper Award Multiple additional awards spanning environmental economics, wine economics, and sustainability research Professor Delmas actively mentors doctoral students interested in strategy, corporate sustainability, environmental policy, and climate-related disclosure. Her students gain hands-on experience with unique datasets from the Open for Good Initiative and engage in interdisciplinary work across UCLA's Institute of the Environment & Sustainability. Her PhD students have pursued successful careers in both academia and policy roles, continuing to advance scholarship and practice in sustainability and strategy. She has secured significant research funding for projects examining energy conservation behavior, corporate sustainability reporting, and the effectiveness of environmental labels. As Faculty Director of the UCLA Anderson Center for Impact, she oversees the Open for Good Initiative, which produces the annual State of Corporate Sustainability Disclosure report. This initiative has become a critical resource for policymakers, investors, and business leaders seeking to understand corporate climate and environmental reporting practices. Her leadership also extends to the UCLA Center for Corporate Environmental Performance, where she coordinates research examining the relationship between environmental management and business performance.
Denis Kozlov is an Associate Professor in the Department of History at Dalhousie University, specializing in modern Russian and Soviet history. His academic journey includes a BA from Herzen Russian State Pedagogical University, an MA from the University of Massachusetts Amherst, and a PhD from the University of Toronto. He holds appointments within Dalhousie's Faculty of Arts and Social Sciences and maintains an active research profile focused on cultural and intellectual transformations in the Soviet Union. His educational background reflects deep engagement with Russian studies: BA: Herzen Russian State Pedagogical University MA: University of Massachusetts Amherst PhD: University of Toronto Kozlov's research centers on Soviet cultural and intellectual history during the post-Stalin era (1953-1991), with particular emphasis on memory practices, reading audiences, and migration. His work examines how Soviet citizens processed historical trauma through literature and media, especially during the Thaw period, and explores transnational migrations from the USSR in the 1970s-1980s. He investigates intersections between literature, society, and historical consciousness, revealing how cultural production shaped Soviet identity and social change. Analysis of his 15 most recent publications shows consistent focus on Soviet cultural history, with dominant themes including reading practices during de-Stalinization, migration as political expression, and memory politics. His methodology combines archival research with cultural analysis, increasingly incorporating transnational perspectives in recent works on Soviet Jewish migration and Eastern European identity. His scholarly recognition includes significant awards: SSHRC Insight Grant (2019-2024) Andrew W. Mellon Fellowship at Institute for Advanced Study, Princeton (2010-2011) Harvard University Postdoctoral Fellowships (2008-09) Faculty of Arts and Social Sciences Teaching Award (2014-2015) Kozlov actively supervises graduate research in Soviet history while securing major grants including SSHRC and NEH funding. His teaching spans introductory surveys to advanced seminars on Soviet Russia and comparative cultural history, with recent courses including HIST 2021F (Soviet Russia) and HIST 3088F (History & Memory Russia and West) for 2024-2025. While no dedicated research labs are mentioned, his collaborative projects like the NEH-funded conference "The Thaw: Soviet Society and Culture during the 1950s and 1960s" demonstrate his role in building scholarly networks. Current work focuses on Soviet migration patterns and their ideological implications.
