Find Academic Supervisors

Michele ZorziView profile

Professor

• Wireless Communications
• Networking
• mmWave Communications
• +5 more

Michele Zorzi is a Professor of Telecommunications at the School of Engineering, University of Padova, Italy, where he has held a faculty position since 2003. He leads the SIGNET (Signal processing and Networking) Research Group, focusing on cutting-edge wireless networking challenges including mmWave communications and underwater networks. His extensive publication record exceeds 600 papers in top-tier journals and conferences, reflecting significant contributions to the field through both theoretical and experimental work. He received his Laurea Degree (1990) and Ph.D. (1994) in Electrical Engineering from the University of Padova. Prior academic appointments include Politecnico di Milano (1993-1996), University of California San Diego (1995-1998), and University of Ferrara (1998-2003), where he progressed from Associate Professor to full Professor. His educational trajectory demonstrates deep roots in Italian academia with international exposure. Professor Zorzi's research spans wireless communications and networking, with current emphases on mmWave networking for vehicular systems, underwater acoustic/optical communications, non-terrestrial networks, and AI-driven networking solutions. His group conducts experimental validations including at-sea trials for underwater systems and testbeds for vehicular networks. Key projects include PRATA for predictive QoS in autonomous driving and IoT-based environmental monitoring of the Venice Lagoon, demonstrating practical applications of theoretical work. Analysis of his 2022-2025 publications reveals strong trends in applying artificial intelligence to networking challenges across diverse environments. There is significant emphasis on vehicular networks (predictive QoS, teleoperated driving), underwater systems (acoustic/optical communications, AUV swarms), and satellite networks (Starlink integration, NTN security). Experimental validation in real-world scenarios like the Venice Lagoon monitoring project and underwater sea trials characterizes his applied research approach. His scientific accolades include: IEEE Fellow (2007) IEEE Communications Society Best Tutorial Paper Award (2008, 2019) Stephen O. Rice Best Paper Award (2018) Multiple best paper awards at IEEE conferences (2005-2020) As principal investigator for numerous European and US research projects plus 20+ industry-funded initiatives, Professor Zorzi has mentored over 35 PhD students and post-docs. Graduates now hold prominent positions at institutions including Stanford, UCSD, CTTC, and Huawei. His SIGNET group maintains active international collaborations and contributes to open-source networking tools via GitHub, demonstrating commitment to community engagement. The SIGNET Research Group, housed within the Department of Information Engineering, operates specialized experimental facilities for mmWave and underwater communications. Current initiatives include AI-based predictive QoS frameworks for vehicular networks, underwater optical communication systems using ultraviolet light, and large-scale IoT deployments for environmental monitoring. The group's GitHub presence indicates strong open-science practices, while recent sea trials confirm hands-on experimental capabilities beyond theoretical work.

Michael BaldeaView profile

Associate Professor

• Process Systems Engineering
• Energy Systems
• Nonlinear Optimization
• +3 more

Michael Baldea is an Associate Professor in the Department of Chemical Engineering at the University of Texas at Austin . He holds a Ph.D. in Chemical Engineering from the University of Minnesota (2006), with prior degrees from 'Babeş-Bolyai' University in Romania (M.Sc. 2001, Diploma 2000). His research group develops theoretical and computational methods for Process and Energy Systems Engineering , focusing on integrated decision-making, performance optimization, and process intensification with industrial validation. Education: Ph.D., Chemical Engineering, University of Minnesota (2006) M.Sc., Interface Process Engineering, 'Babeş-Bolyai' University (2001) Diploma, Chemical Engineering, 'Babeş-Bolyai' University (2000) Research Thrusts: Integrated decision-making in chemical/energy supply chains Process performance monitoring and optimization Process integration and intensification Key applications include grid-responsive chemical plants, intensified distillation/column designs, and renewable energy integration for building systems. Scientific Awards: Frank A. Liddell, Jr. Fellowship NSF CAREER Award (2015-2020) Moncrief Grand Challenges Faculty Award (2014) AIChE Outstanding Young Researcher Award (2017) Implementation : His group has translated research into commercial tools through partnerships with industrial test beds and is working to integrate methods into commercial simulators. They explore predictive approaches for building energy management and strategic capital investment analysis in next-generation energy systems.

Amr YoussefView profile

Professor

• Applied Cryptography
• Network Security
• Cyber-Physical Systems Security
• +4 more

Amr Youssef is a Professor at the Concordia Institute for Information Systems Engineering, Concordia University. His research focuses on applied cryptography, network security, cyber-physical systems security, blockchain, and privacy. He has contributed extensively to securing smart grids, IoT devices, and web applications through cryptographic protocols and machine learning-driven solutions. His work addresses critical challenges in cybersecurity, including e-voting systems, fault-tolerant differential protection, and privacy-preserving communication protocols. He explores vulnerabilities in modern systems such as SSO permissions, JavaScript exploits, and stalkerware tools, while developing frameworks like MEGR-APT for APT detection and TEE-Receipt for non-repudiation. Youssef’s research integrates interdisciplinary approaches, combining cryptography with AI (e.g., vision transformers for power quality analysis) and leveraging trusted execution environments (TEE) for secure computing. His projects often involve collaboration with industrial standards (e.g., IEC 61850), emphasizing practical implementations in real-world systems.

• Computer Engineering
• Circuit Design
• Fault Tolerance
• +6 more

Matteo Sonza Reorda is a Full Professor at the Polytechnic University of Turin, affiliated with the Department of Automatic Control and Computer Science (DAUIN). He holds roles such as Partnership Agreement Coordinator with SMAT and has served as Vice-Rector for Research (2021–2024). His research focuses on fault tolerance, hardware reliability, and AI acceleration, with contributions to GPU/CNN reliability, self-test libraries, and defect-oriented testing. Education: M.S. in Electronics Engineering, Politecnico di Torino (1986) Ph.D. in Computer Engineering, Politecnico di Torino (1990) Research Interests: His work spans automatic test equipment, circuit reliability, GPU fault tolerance, neural network hardening, and embedded systems safety . He leads the Electronic CAD & Reliability Group and collaborates with institutions like the ISI Foundation and the National Research Council (CNR). Publications & Impact: With over 180 publications, his recent work emphasizes AI accelerator reliability, fault injection techniques, and safety-critical systems. Key trends include GPU resilience for CNNs, self-test library optimization, and radiation fault modeling in neural networks. Awards & Recognition: IEEE Fellow (2016–) Multiple best-paper awards at IEEE conferences (DDECS, DATE, etc.) Grants & Collaborations: Coordinator of EU projects (RESCUE, TUTORIAL) Partnerships with EDF, Marelli Europe, and SMAT Lead on National HPC/Quantum Computing Spoke 1 (2022–2025) Labs/Teams: Leads the CAD Group and collaborates with the French-Italian LIA LAFISI lab on hardware-software integration.

• Computer Architecture
• Datacenter Systems
• Cloud-Native Server Architecture
• +7 more

Babak Falsafi is a Full Professor at the School of Computer and Communication Sciences (IC) at EPFL, leading the Parallel Systems Architecture Laboratory (PARSA). He is a renowned expert in computer architecture, datacenter systems, and cloud-native server design. His research focuses on post-Moore era computing, emphasizing heterogeneous architectures, energy efficiency, and scalable IT infrastructure. Falsafi is the founder of EcoCloud, an EC-sponsored industrial-academic consortium investigating sustainable information technology. He holds ACM and IEEE fellowships, a Sloan Research Fellowship, and has contributed to major projects like Optimus Prime (data transformation acceleration), AstriFlash (flash-based online service systems), and Midgard (virtual memory re-design). His work spans hardware-software co-design, memory systems, and security. Falsafi advises numerous PhD students and collaborates with industry partners such as Google and Cavium. Key achievements include pioneering scalable multiprocessor architectures, snoop filters in IBM BlueGene, and spatial memory streaming in ARM cores. His lab develops open-source tools like QFlex for server simulation. He frequently presents at top conferences (HPCA, ISCA, MICRO) and chairs workshops on post-Moore infrastructure. Teaching roles include leading courses in computer architecture and parallel systems across multiple EPFL departments (SIN, EDIC, SSC, SMA). His work addresses datacenter challenges like the 'data tax' and mitigating latency through specialized accelerators.

Haitao ShiView profile

Researcher

• Criminal Justice
• Drug Policing
• Research Methods
• +3 more

Dr Haitao Shi is a Researcher affiliated with the School of Social and Political Science at the University of Edinburgh. His research focuses on criminal justice systems, drug policing in China, and the intersection of technology with crime. He employs advanced research methods including quantitative tools (R, Python, SPSS), qualitative software (Nvivo, MAXQDA), and data visualization techniques (Gephi, QGIS). His current projects include studying Chinese students' experiences at the University of Edinburgh and analyzing rhizomatic networks in online drug trade funded by the Polish Ministry of Science. Haitao's work emphasizes cross-cultural comparisons, particularly in drug trade dynamics across Finnish, Polish, and English-speaking contexts. He explores topics like police professionalization in China, guanxi networks, and quota-driven policing strategies. His methodologies span cloud computing (Azure, AWS), database systems (MySQL), and version control (Git), reflecting a technologically adept approach to criminology research. Notable research themes include the role of marketing in darknet drug trade, generational conflicts in police culture, and community-based drug rehabilitation policies. He collaborates with international teams and utilizes platforms like Microsoft Azure for large-scale data analysis.

Ruth MosternView profile

Associate Professor

• World History
• Chinese History
• Spatial History
• +5 more

Ruth Mostern is Associate Professor of History at the University of Pittsburgh and Director of the Institute for Spatial History Innovation (ISHI). She is Vice-President and President-Elect (2025-2026) of the World History Association and leads the award-winning World Historical Gazetteer project. Education Ph.D. in History, University of California, Berkeley, 2003 Research Interests Mostern is an interdisciplinary historian specializing in world, Chinese, environmental, and spatial history. She investigates long-term human–environment interactions at continental and millennial scales, focusing on how societies organize space, resources, and risk. Her work integrates GIS, digital gazetteers, and environmental science to reconstruct historical geographies of empire, water management, and ecological change. Current projects include: Place: A Global History – a study of itineraries, gazetteers, and databases as technologies of spatial knowledge. The Medieval Climate Anomaly and the Global Medieval Era – cultural adaptations to climate change c. 950-1250 CE. Research Trends Her recent publications span digital environmental humanities, historical GIS, Song-dynasty political economy, and pre-industrial Asian political ecology. A dominant theme is the coupling of state power with environmental transformation, exemplified by her 2021 book The Yellow River: A Natural and Unnatural History (Yale), winner of the 2023 Joseph Levenson Prize. Awards & Honors Joseph Levenson Prize, Association for Asian Studies, 2023 NEH Digital Humanities Advancement Grant, 2023-2025 Digital Humanities Awards 2021 – Best DH Tool (World Historical Gazetteer) Fudan University Fellowship for Studies of Chinese Civilization, 2019 NEH Humanities Connections Implementation Grant, 2018-2020 Chiang Ching-kuo Foundation Summer Institute Grant, 2015-2016 NSF Collaborative Research Grant, 2013-2015 ACLS Digital Innovation Fellowship, 2011-2012 Advising & Grants Mostern welcomes graduate students interested in environmental, global, Asian, or digital history. She has directed multiple externally funded projects, including the NSF-funded Center for Historical Information and Analysis and NEH-supported initiatives on water in Central Asia and global historical gazetteers. Labs & Teams She directs the Institute for Spatial History Innovation (ISHI) at the University of Pittsburgh, a hub for interdisciplinary research integrating spatial technologies with historical inquiry. ISHI hosts the World Historical Gazetteer , providing open tools and datasets that link knowledge about historical places across world regions.

Anne JENYView profile

Professor

• Accounting
• Auditing
• Financial Reporting
• +5 more

Professor Anne JENY is a Full Professor at IÉSEG School of Management, France, specializing in accounting and auditing. She holds a Ph.D. in Accounting from HEC Paris Business School (2003) and Master's degrees in Audit, Finance, and Economics from the University of Paris Dauphine (1995-1996). Her academic career includes professorships at IÉSEG (2021–present) and ESSEC Business School (2002–2020). Her research focuses on intangible assets valuation , fair value measurement , IFRS adoption dynamics , and transparency in financial reporting . She has published widely on topics such as non-audit services' impact on debt costs, innovation's interplay with accounting systems, and gender disparities in accounting professions. Her work integrates empirical analysis with policy implications, particularly in digital economy contexts and public-private partnerships. A member of the LEM (Laboratory of Economy and Management), she has authored books like Les 12 travaux de l'analyste financier (2021) and contributed to international journals such as Accounting in Europe and European Accounting Review . Her research bridges theoretical frameworks with practical insights into corporate governance and regulatory challenges.

Anthony RollettView profile

Professor

• Additive Manufacturing
• Advanced Materials Processing and Manufacturing
• Digital Twins
• +6 more

Anthony Rollett is a Professor in the Department of Materials Science and Engineering at Carnegie Mellon University , where he has been a faculty member since 1995. He serves as the Principal Investigator and Co-Director of the NASA-supported Institute for Model-Based Qualification & Certification of Additive Manufacturing (IMQCAM) and co-director of the Next Manufacturing Center . Prior to CMU, he held leadership roles at Los Alamos National Laboratory (1991-1995). Education: Ph.D., Materials Engineering, Drexel University (1987) MA, Metallurgy and Materials Science, Cambridge University (1977) Research Interests: Rollett’s work focuses on microstructural evolution and microstructure-property relationships in 3D using experiments and simulations. His expertise spans additive manufacturing , metal 3D printing , materials for energy systems , grain growth , recrystallization , and stereology , with techniques like high-energy diffraction microscopy (HEDM) and dynamic x-ray radiography (DXR) . Scientific Contributions: He has over 320 peer-reviewed publications and an h-index >80 . His recent articles highlight machine learning for laser processing , fatigue analysis of additively manufactured alloys, and design optimization for heat exchangers in supercritical CO2 and solar thermal applications . Scientific Awards: Fellow of ASM International (1996) Fellow of the Institute of Physics (UK) (2004) Fellow of The Minerals, Metals & Materials Society (TMS) (2011) Cyril Stanley Smith Award (TMS, 2014) Member of Honor, French Metallurgical Society (2015) US Steel Professor (2017) Francqui International Professor (2020-2021) International FAME Award (2023) Leadership & Impact: Rollett co-led the development of a NASA Space Technology Research Institute for additive manufacturing and established a new master’s program in additive manufacturing (2018). His research group is funded by industry , federal agencies , and Pennsylvania state grants . He also serves on the Basic Energy Science Advisory Committee and Defense Programs Advisory Committee for the Department of Energy.

Stephen RedmondView profile

Associate Professor

• Biomedical Signal Processing
• Tactile Sensing
• Robotic Manipulation
• +6 more

Stephen Redmond is an Associate Professor at the School of Electrical and Electronic Engineering at University College Dublin (UCD), where he leads the Biomedical Sensors and Signals Research Group. He completed his Bachelor of Electronic Engineering at UCD in 2002, followed by a PhD in biosignal processing in 2006 on at-home sleep staging. After spending 10 years at the University of New South Wales in Sydney, he returned to UCD in 2018. His educational background includes: BE Electronic Engineering, University College Dublin (2002) PhD Biosignal Processing, University College Dublin (2006) Redmond's research focuses on the intersection of signal processing, pattern recognition, and novel sensing hardware to enable longitudinal health monitoring in home environments. His group has developed expertise in wearable sensor systems for human movement analysis, robust physiological signal measurement in unsupervised settings, tactile physiology and sensing, and the application of deep neural networks for medical image segmentation and robotic manipulation. His work bridges biomedical engineering with practical applications in healthcare and robotics. His recent publications demonstrate a strong trend toward integrating tactile sensing with machine learning for robotic applications, particularly in slip detection and dexterous manipulation. His research spans multiple disciplines including biomedical engineering, robotics, computer vision, and artificial intelligence, with a particular emphasis on practical applications that bridge the gap between laboratory research and real-world implementation. His notable recognition includes: Science Foundation Ireland President of Ireland Future Research Leaders Award for his project on tactile sensing As a research leader, Redmond mentors multiple doctoral students and postdoctoral researchers, securing significant research funding to support his team's work in tactile sensing and robotic manipulation. His research group has established strong industry connections, notably through the co-founding of Contactile, a tactile sensor company. The group maintains active collaborations with both academic and industry partners to translate research into practical applications. The Biomedical Sensors and Signals Research Group operates a well-equipped laboratory featuring advanced robotics platforms including a UR5e six-axis arm, Physik Instrumente Hexapods, ATI force/torque sensors, multiple 3D printers, and specialized tactile sensing equipment including Contactile Dev Kits and Meta Digit tactile sensors. This infrastructure supports their research in tactile physiology, sensor development, and intelligent robotic manipulation.

Herb LinView profile

Research Professor

• Cybersecurity Policy
• Information Warfare
• Nuclear Security
• +4 more

Dr. Herb Lin is the Hank J. Holland Fellow in Cyber Policy and Security at the Hoover Institution and Senior Research Scholar for Cyber Policy and Security at the Center for International Security and Cooperation (CISAC), both at Stanford University. He also serves as Chief Scientist, Emeritus for the Computer Science and Telecommunications Board of the National Academies, where he worked from 1990 to 2014, and as Adjunct Senior Research Scholar and Senior Fellow in Cybersecurity at Columbia University's Saltzman Institute for War and Peace Studies. Dr. Lin received his doctorate in physics from MIT, providing him with a strong technical foundation that informs his policy work at the intersection of technology and national security. His academic background bridges the gap between deep technical understanding and policy application in the cybersecurity domain. Dr. Lin's research focuses on the policy dimensions of cybersecurity and cyberspace, with particular emphasis on offensive cyber operations as instruments of national policy, information warfare, and influence operations affecting national security. His work addresses critical challenges at the intersection of emerging technologies like artificial intelligence, quantum computing, and their implications for nuclear security, election integrity, and democratic processes. He has been instrumental in analyzing how cyber capabilities are transforming traditional security paradigms and how policy frameworks must adapt to these changes. His extensive publication record reveals a consistent focus on the evolving relationship between cyber capabilities and national security strategy. Lin's work demonstrates increasing attention to the implications of artificial intelligence for warfare, the vulnerabilities created by quantum computing for current cryptographic systems, and the growing threat of cyber-enabled information warfare to democratic institutions. His research trajectory shows a progression from traditional cybersecurity issues toward the broader implications of digital technologies for national and international security. Member of Science and Security Board of Bulletin of the Atomic Scientists Served on President Obama's Commission on Enhancing National Cybersecurity (2016) Regular congressional testimony on cybersecurity matters Contributor to Stanford Emerging Technology Review As a mentor and collaborator, Dr. Lin works extensively with policymakers, military officials, and technology experts to translate complex cybersecurity concepts into actionable policy recommendations. His approach emphasizes practical solutions to emerging threats while recognizing the technical limitations and policy constraints that shape real-world security outcomes. Dr. Lin is associated with multiple research initiatives including Stanford's Center for International Security and Cooperation and the Stanford Emerging Technology Review, which aim to connect technological advances with policy considerations for national security decision-makers.

Arvind KarunakaranView profile

Assistant Professor

• Sociology of Work and Occupations/Professions
• Organization Theory
• Technological/Organizational Change
• +4 more

Arvind Karunakaran is an Assistant Professor at Stanford University in the Department of Management Science and Engineering. He holds affiliations with the Center for Work, Technology, and Organization (WTO) , Stanford Technology Ventures Program (STVP) , Stanford Institute for Human-centered Artificial Intelligence (HAI) , and the Digital Economy Lab (DEL) . His research focuses on authority and accountability in the workplace , particularly under technological change and human-AI augmentation. Education: Ph.D. from MIT Sloan School of Management (2018) His work employs ethnographic and field-based methods to study empirical puzzles in workplace dynamics, complemented by comparative-historical analysis and quantitative/textual data analysis . Key research areas include social/algorithmic evaluation of workers , human-AI reskilling , and conflicts in symmetrical relations . Recent publications analyze AI's impact on workplace inequality , platform governance , and crowd-based accountability . His findings are published in top journals like Administrative Science Quarterly and Organization Science . Scientific Awards & Recognitions: Best Published Paper Award (ASA, 2025) Gerard J. Tellis Best Junior Faculty Paper Award (AIM Conference, 2025) W. Richard Scott Article Award (ASA, 2024) Responsible Research in Management Award (RRBM, 2024) Future of Organizations Fellowship (2024) Professor Karunakaran advises doctoral and master's students in areas related to technology and organizations , and teaches courses on organizational behavior , organizational theory , and innovation management .

Stefano TessaroView profile

Professor

• Cryptography
• Computer Security
• Theoretical Computer Science
• +3 more

Stefano Tessaro is a Professor in the Paul G. Allen School of Computer Science & Engineering at the University of Washington. He holds the Paul G. Allen Career Development Professorship. His research focuses on cryptography, theoretical computer science, and computer security, emphasizing practical applications of cryptographic techniques. He co-leads the cryptography group at UW with Andrea Coladangelo and Huijia Lin, and is part of the theory group. Education: PhD in Computer Science from ETH Zurich (2010) Postdoctoral researcher at MIT CSAIL (2010-2014) and UC San Diego (2014-2019) Joined UW in 2019 as faculty Research Interests: His work spans theoretical cryptography, privacy-preserving systems, cryptographic protocols, and security foundations. He explores practical applications of cryptography, including secure protocols, post-quantum cryptography, and efficient cryptographic constructions. Articles Trends: Recent publications emphasize threshold signatures, memory-tight security proofs, lattice-based cryptography, and privacy-preserving systems. Key themes include adaptive security, formal verification, and efficiency improvements in cryptographic protocols. Awards: NSF CAREER Award Sloan Research Fellowship Hellman Fellowship Research awards from Cisco, JP Morgan, and Microsoft Grants & Advising: His research has been supported by NSF grants and industry partnerships. He advises students in cryptographic theory and applications, though no specific student names are listed in the provided text. Labs & Teams: Co-leads the UW cryptography group, collaborating on projects like LERNA (secure aggregation) and Twinkle (threshold signatures). Engages with interdisciplinary teams in theoretical computer science and security.

Robert HuberView profile

Lecturer

• Sustainable Agriculture
• Agricultural Policy
• Ecosystem Services
• +4 more

Dr. Robert Huber serves as a Lecturer at the Department of Environmental Systems Science at ETH Zürich, specializing in Agricultural Economics and Policy. His research focuses on the integration of interdisciplinary knowledge to analyze and evaluate management and policy options that promote sustainable development in the agricultural sector. Institution: ETH Zürich Department: Agricultural Economics and Policy Research Focus: Sustainable Agriculture and Policy Methodologies: Bio-economic and agent-based modeling Dr. Huber's research explores how multifunctional agricultural sectors can provide essential non-market goods and services while maintaining their primary economic function of food production. His work applies bio-economic and agent-based modeling techniques to understand farmers' decision-making processes regarding ecosystem services provision, coupled with economic valuation techniques to analyze societal demand for these services. His research aims to identify effective and efficient policy measures that align supply and demand for ecosystem services at landscape scale. His recent publications demonstrate strong expertise in agricultural policy analysis, climate change mitigation strategies, sustainable farming practices, and innovative modeling approaches. His work spans topics from herbicide-free agriculture using remote sensing technologies to biodiversity enhancement in agricultural landscapes and the cost-effectiveness of different climate change mitigation policies at various scales. Remote sensing applications in sustainable agriculture Behavioral aspects of farmer decision-making Policy evaluation methodologies Climate change adaptation in farming systems Economic valuation of ecosystem services Digitalization impacts on agricultural policy Dr. Huber has published extensively in high-impact journals including Journal of Agricultural Economics, People and Nature, and Q Open. His collaborative research often involves interdisciplinary teams addressing complex agricultural sustainability challenges. His publications demonstrate a consistent focus on practical policy implications derived from rigorous empirical analysis.

• Electrical Power Networks
• Predictive Maintenance
• Renewable Energy Integration
• +7 more

Lina Bertling Tjernberg is a Professor at the Department of Electrical Engineering, KTH Royal Institute of Technology, and Deputy Head of the School of Electrical Engineering and Computer Science (EECS) with responsibility for research conditions and impact. She served as Director of KTH's Energy Platform during 2018-2024 and holds memberships in IVA (Swedish Royal Academy of Engineering Sciences) and the IEEE Power & Energy Society. Research Focus: Applying mathematics (statistics, optimization, life cycle assessment) to enhance reliability and predictive maintenance in electric power systems, with emphasis on future electricity grids integrating microgrids, battery storage, HVDC, nuclear/pumped/hydro/wind/solar power, hydrogen, and electrified transport. Collaborations: Engaged with Comillas Pontifical University (Madrid), Addis Ababa University, Norwegian University of Science and Technology (NTNU), and IEA Wind. Key Research Trends: Recent articles highlight advancements in microgrid control (2025), SMR nuclear energy integration (2025), AI-driven asset management (2024), hydrogen sector coupling (2024), and renewable forecasting techniques (2024). Awards: 2021 Power Woman of the Year 2022 Energy Power List (Sweden’s top 20 energy influencers) Leadership Roles: Swedish Electromobility Center (SEC) board Chair of Swedish Electrical Standards (SEK Svensk Elstandard) Member, IEEE PES ISGT Europe steering committee