جستجوی استاد راهنمای دانشگاهی

Khurram K. Afridi is a Professor in the Electrical and Computer Engineering Department at Cornell University's College of Engineering. With a BS from Caltech and SM/PhD from MIT, he leads the High-Frequency Power Electronics and Control (HFPEC) research group. His work focuses on high-frequency power electronics, wireless power transfer systems, and electric vehicle charging infrastructure. Dr. Afridi's research spans capacitive wireless power transfer systems for electric vehicles, high-frequency power converters , impedance control networks , and power density optimization . His team has developed innovative approaches for multi-MHz wireless power transfer, reduced-fringing-field systems, and high-efficiency power conversion architectures. Recent work emphasizes practical implementation challenges including thermal management, pavement-embedded systems, and dynamic charging applications. His publications reveal a strong focus on high-power-density systems , wireless charging technologies , and advanced power conversion techniques . The research spans both theoretical modeling and practical implementation, with numerous papers in top conferences like APEC, ECCE, and IEEE journals. Key themes include improving power transfer efficiency at multi-MHz frequencies, developing novel matching network designs, and creating practical systems for electric vehicle charging infrastructure. First Place Prize Paper Award, IEEE Journal of Emerging and Selected Topics in Power Electronics, 2023 First Place Best Contribution Award, IEEE WPTCE, 2023 Second Place Prize Paper Award, IEEE Transactions on Power Electronics, 2022 Distinguished Lecturer, IEEE Vehicular Technology Society, 2022 Cornell Engineering Research Excellence Award, 2021 NSF CAREER Award, 2016 Dr. Afridi has successfully advised numerous graduate students who have received multiple Outstanding Presentation Awards at major conferences. His research has been supported by significant funding including the NSF CAREER Award. The HFPEC group maintains strong industry connections and focuses on translating theoretical advances into practical power electronics solutions with real-world impact. Current research directions include electrified roadways, dynamic wireless charging systems, and high-power-density power conversion architectures for next-generation applications.

• Wireless Power Transfer
• Power Electronics
• Electric Vehicle Charging Systems
• +۵ مورد دیگر

Mark MacLachlan is a distinguished Professor and currently serves as the Dean of the Faculty of Science at the University of British Columbia (UBC). He leads a vibrant research group in the Department of Chemistry focused on supramolecular materials, with expertise spanning organic, inorganic, and polymer chemistry. His work bridges fundamental molecular design with practical applications in energy, electronics, and sustainable materials. Dr. MacLachlan's research interests center on supramolecular chemistry and materials science, with emphasis on nanomaterials, porous structures, and cellulose-based systems. His group develops novel organic and inorganic molecules and materials with applications in electronics, photonics, catalysis, and environmental technologies. Key research areas include mesoporous materials for optics and catalysis, supramolecular chemistry with macrocycles, structurally interesting molecules, and self-assembled systems including gels. His work often addresses environmental challenges and alternative energy applications such as solar energy conversion and hydrogen fuel cells. Analysis of his recent publications reveals a strong focus on cellulose nanocrystals and their applications in photonic materials, energy storage, and responsive systems. His work integrates supramolecular chemistry with platinum-based systems for molecular machines and recognition. The research demonstrates interdisciplinary approaches combining chemistry, materials science, and nanotechnology to create functional materials with precisely controlled properties. Fellow of the Royal Society of Chemistry (UK) (2016) Tier 1 Canada Research Chair in Supramolecular Materials (2015-2029) Elected Fellow of the Royal Society of Canada (FRSC) (2014) Rutherford Memorial Medal (Royal Society of Canada) (2013) Killam Award for Excellence in Graduate Student Mentorship (UBC) (2013) NSERC Steacie Memorial Fellowship (2012-14) Dr. MacLachlan has mentored numerous graduate students and postdoctoral researchers, fostering a collaborative research environment that spans multiple disciplines. His group employs a wide range of characterization techniques including electron microscopy, spectroscopy, and X-ray crystallography. The MacLachlan research group maintains active collaborations with institutions worldwide, including the WPI Nano Life Science Institute at Kanazawa University where he serves as a Visiting Professor. The MacLachlan group operates state-of-the-art facilities for synthesizing and characterizing novel materials, with particular expertise in chiral nematic structures, mesoporous materials, and supramolecular assemblies. Their work on cellulose nanocrystals has led to innovative applications in photonic materials, energy storage devices, and responsive systems.

• Supramolecular Chemistry
• Materials Chemistry
• Nanomaterials
• +۵ مورد دیگر

Amine Mhedhbi is an Assistant Professor at Polytechnique Montréal , where he leads the Data & AI Systems Lab . He earned his PhD in 2023 from the University of Waterloo. His work bridges data management , graph databases , and AI systems , with a focus on performance, debuggability, and user interface design for data applications. Education : PhD (University of Waterloo, 2023) Research Interests center on modern analytical data systems , including multimodal data management , language model integration , and graph query optimization . His projects like FLockMTL and GraphflowDB aim to combine semantic analysis, AI, and traditional database operations. Scientific Awards include the NSERC Discovery Grant , the Cheriton School Distinguished Dissertation Award , the VLDB Best Paper Award , and fellowships from Microsoft and Meta . Key Collaborations : Semih Salihoğlu, Jimmy Lin, Elena L. Glassman Labs & Teams : Affiliated with DAIS Lab , IVADO , and co-founded the applied research team at Distyl AI in 2023.

• Data and Information Management
• Graph Databases
• Artificial Intelligence Systems
• +۳ مورد دیگر

Pınar Tözün is an Associate Professor at the IT University of Copenhagen (ITU), Denmark, where she serves as the Section Head of the Data, Systems, and Robotics section and leads the Resource-Aware Data Systems (RAD) research team. She has been a faculty member at ITU since 2018, contributing to advanced research in data-intensive computing systems. Her research interests span the efficient utilization of modern hardware in data systems, with a focus on resource-aware machine learning, data processing on resource-constrained devices, and the integration of emerging technologies such as SSDs and Compute Express Link (CXL) into data management architectures. Her work bridges systems, databases, and machine learning, aiming to optimize performance and efficiency in next-generation computing environments. Pınar Tözün's research has been supported by major funding agencies including the Independent Research Fund Denmark, Novo Nordisk Foundation, Innovation Fund Denmark, Swiss National Science Foundation, and the European Union’s Horizon 2020 programme. These grants reflect the impact and relevance of her work in both academic and industrial contexts. She previously worked as a research staff member at IBM Almaden Research Center in San Jose, CA, USA, where she contributed to the development of IBM Db2 Event Store. She received her PhD from École polytechnique fédérale de Lausanne (EPFL) in 2014 under the supervision of Prof. Anastasia Ailamaki, where she was a key developer of the Shore-MT storage manager. Her bachelor’s degree is in Computer Engineering from Koç University, Istanbul, Turkey, where she was advised by Prof. Serdar Taşıran. She is actively involved in research leadership and innovation, guiding the RAD team in advancing data systems research. Her work continues to influence the design of efficient, scalable, and hardware-aware data platforms.

• Data-Intensive Systems
• Resource-Aware Computing
• Machine Learning Systems
• +۷ مورد دیگر

Professor Ian Metcalfe is a distinguished academic at Newcastle University, specializing in advanced materials for energy applications, particularly in the areas of membrane technology, chemical looping processes, and catalysis. His research spans multiple interdisciplinary fields with significant implications for carbon capture, hydrogen production, and sustainable energy systems. Professor Metcalfe's research primarily focuses on membrane technology for gas separation, particularly CO 2 capture and hydrogen production . His work extensively investigates chemical looping processes using various oxygen carrier materials, particularly perovskite-based materials . A significant portion of his recent research explores nanoparticle exsolution for creating highly stable and active catalysts. His research group has made notable contributions to understanding the thermodynamics of non-stoichiometric materials and developing novel membrane configurations for enhanced gas separation. Analysis of Professor Metcalfe's recent publications (2023-2025) reveals a strong focus on CO 2 separation technologies , particularly using molten-carbonate membranes with innovative support structures. His work on exsolution has expanded to include room-temperature processes using plasma techniques and applications in methane reforming. The research shows increasing emphasis on direct air capture technologies and ammonia synthesis via chemical looping, indicating strategic expansion into emerging energy storage and carbon utilization areas. Professor Metcalfe maintains extensive collaborations with researchers including Dr. Wenting Hu, Dr. Evangelos Papaioannou, Dr. Dragos Neagu, and Dr. Greg Mutch. His research has significant implications for decarbonization technologies and sustainable energy systems, particularly in hard-to-abate sectors where efficient CO 2 separation and clean hydrogen production are critical.

• Chemical Looping
• Membrane Technology
• Carbon Dioxide Capture and Separation
• +۷ مورد دیگر

Professor Daniel Catchpoole serves as Deputy Head of School (Research) at the School of Computer Science, University of Technology Sydney (UTS), holding dual appointments at UTS and The Children's Hospital at Westmead. With over 20 years of research experience, he bridges computational sciences and pediatric cancer research through the Biomedical Data Science Lab in the Australian Artificial Intelligence Institute. His work integrates data analytics, artificial intelligence, and software development with molecular cancer biology to transform pediatric cancer treatment pathways. PhD in Cancer Cell Biology, University of New South Wales (1991-1995) Founding Fellow, Royal College of Pathologists Australasia (2010-present) Head, Children's Hospital at Westmead Tumour Bank (2001-present) Professor Catchpoole's research focuses on translational applications of genomics in childhood cancers, particularly acute lymphoblastic leukemia and neuroblastoma. His work combines high-throughput genomic technologies with advanced computational analysis to develop systems biology approaches for cancer patient assessment. Recent projects explore virtual reality applications for complex genomic data visualization and copper chelation therapies to enhance neuroblastoma immunotherapy. His research has received significant funding from Cancer Institute NSW, Sony Foundation, ARC, and NHMRC. His publication record spans biomedical data science, cancer genomics, and virtual reality applications in oncology. Recent work demonstrates leadership in 3D latent diffusion models for tumor segmentation, biobank economics, and innovative immunotherapies. His research consistently addresses the critical need for actionable knowledge from complex multidimensional biomedical data. Editorial Board Member, Cancers (2023) Associate Editor, Innovations in Digital Health, Diagnostics and Biomarkers (2019) Founding member and first President, Australasian Biospecimens Network Association Professor Catchpoole has supervised 17 Honours students (including 6 First Class Honours), 3 MSc students, and 12 PhD candidates across multiple institutions, with 6 current PhD students. His collaborative research bridges UTS's Faculty of Engineering and IT with The Children's Cancer Research Unit at The Children's Hospital at Westmead. Significant research funding includes Cancer Institute NSW grants, Sony Foundation VR projects, and ARC Discovery Projects focused on genomic data analysis and clinical decision support systems. His leadership extends to building frameworks for translational research, managing biobanks and clinical data linkages, and navigating governance requirements for cancer research. The Tumour Bank at Kids Research, CCRU, represents his long-standing commitment to pediatric cancer infrastructure development.

• Childhood Cancer Research
• Genomics
• Biomedical Data Science
• +۶ مورد دیگر

Lisa Ollinger is a Professor of Production Automation at Ulm University of Applied Sciences (Technische Hochschule Ulm), where she has been serving since October 2019. She teaches courses in Automation Technology 1 and 2 for the Business Engineering program, Industrial Automation for the Digital Production program, and Flexible Automation for the Systems Engineering and Management Master's program. Her educational and professional background includes: Technology Leader for Engineering Projects in Automation and Digitalization at Procter & Gamble GmbH (2014-2019) Researcher at the German Research Center for Artificial Intelligence (DFKI) in the Innovative Factory Systems research area (2012-2014) Research Assistant at TU Kaiserslautern in the Production Automation department (2009-2011) Professor Ollinger's research focuses on the intersection of industrial automation and digital transformation. Her work explores how emerging technologies like Industrial Internet of Things, cyber-physical systems, and digital twins can revolutionize manufacturing and logistics processes. She investigates flexible production systems that can adapt to changing requirements through skill-based engineering approaches and novel communication architectures using OPC UA standards. Her research also extends to robotics applications, particularly industrial robotics and autonomous mobile robots, often leveraging ROS (Robot Operating System) frameworks. Her recent publications demonstrate a strong focus on practical implementations of Industry 4.0 concepts, particularly in warehouse management and production systems. She examines how digital twin technology can enhance logistics operations and how agent-based systems can improve manufacturing resilience. A common thread in her work is the application of OPC UA communication standards to create more flexible, interoperable industrial systems. Professor Ollinger holds significant administrative roles at THU: Dean of the Master's program in Systems Engineering and Management Member of the University Council Member of the Institute for Manufacturing Technology and Materials Testing (IFW) Founding Ambassador for Startup South She maintains active professional connections through ResearchGate, LinkedIn, and ORCID, reflecting her commitment to academic collaboration and knowledge sharing in the field of industrial automation and digital manufacturing.

• Industrial Automation
• Control Systems
• Industry 4.0 Technologies
• +۷ مورد دیگر

Sanjay Srinivasan is a Professor of Petroleum and Natural Gas Engineering and the John and Willie Leone Family Chair in the Department of Energy and Mineral Engineering at Penn State University. He serves as Director of the EMS Energy Institute and leads the Penn State Initiative for Geostatistics and GeoModeling Applications. His research focuses on petroleum reservoir characterization, CO2 sequestration, and integration of seismic data in reservoir models through advanced geostatistical and machine learning methods. Ph.D., Petroleum Engineering, Stanford University M.S., Petroleum Engineering, University of Southern California B. Tech, Petroleum Engineering, Indian School of Mines Srinivasan’s work addresses reservoir recovery processes, unconventional reservoirs, and subsurface energy security. His methodologies include probabilistic modeling, data assimilation, and AI-driven workflows for fracture network mapping and porous media generation. Key applications span Gulf of Mexico deepwater plays and geological carbon storage. Recent publications highlight trends in: Reinforcement learning for geostatistical workflows and well optimization Physics-informed GANs for 3D porous media modeling Probabilistic integration of geomechanical and geostatistical inferences Machine learning approaches for seismic fracture identification CO2 sequestration in heterogeneous reservoirs Scientific awards include Distinguished Member (SPE, 2022), SPE Faculty Pipeline Award (2012), Cox Visiting Fellowship (Stanford, 2010), and SPE Southwest Region Reservoir Description Award (2009).

• Petroleum Reservoir Characterization
• Reservoir Recovery Processes
• Integration of Seismic Data
• +۷ مورد دیگر

Dr. Dirk de Beer is the leader of the Microsensor Group at the Max Planck Institute for Marine Microbiology in Bremen, Germany. His research focuses on the structure and function of marine sediments, investigating how microbial conversions (e.g., photosynthesis, chemoautotrophy, anaerobic nitrogen/carbon/sulfur cycling) are controlled by transport processes and how microbial species distributions are regulated in hot spots like seeps, microbial mats, and biofilms. His group employs advanced techniques such as microsensors and planar optodes to study high-resolution geochemical dynamics in marine systems. Key research areas include: Biogeochemical cycling of oxygen, sulfur, and carbon Microbial community interactions in sediments and mats Environmental regulation of microbial processes Reactive oxygen species in marine environments Coral bleaching and ocean acidification Recent publications highlight collaborations on arsenic cycling, hydrogen peroxide dynamics, and microbial respiration in extreme environments. Dr. de Beer's work is central to understanding how microbial processes influence global elemental cycles and climate regulation.

• Marine Microbiology
• Biogeochemistry
• Microbial Ecology
• +۳ مورد دیگر

Prof. Dr.-Ing. habil. Gero Mühl is a W2-Professor at the University of Rostock, where he holds the chair for "Architecture of Application Systems" since October 2009. His academic journey includes positions as a Heisenberg Fellow at the Technical University of Berlin (2009), postdoctoral research at TU Berlin (2002-2009), and doctoral studies at TU Darmstadt where he received his Dr.-Ing. degree with distinction in 2002. He completed dual Diplomas in Computer Science (Dipl.-Inform.) and Electrical Engineering (Dipl.-Ing.) from FernUniversität in Hagen in 1998. Prof. Mühl's research focuses on Self-Organizing Distributed Systems , with particular expertise in distributed systems, distributed algorithms, event-based systems, middleware, energy-efficient systems, organic computing, sensor networks, web services, and electronic commerce. His work bridges theoretical foundations with practical implementations in real-world distributed environments. His recent publications show a strong trend toward time-sensitive networking, content-based publish/subscribe systems, and P4 programmable data planes. These works address critical challenges in industrial communication, real-time systems, and network reliability. His research group has made significant contributions to making distributed systems more autonomous, reliable, and efficient. Scientific awards and recognitions include: Nomination for the Berlin Science Award for Young Scientists (2008) Heisenberg Fellowship by the German Research Foundation (DFG) (2008) Best paper award in System Software and Security at SAC 2015 Prof. Mühl has been actively involved in numerous research projects and collaborations, particularly focusing on self-organizing and self-stabilizing systems. His work on the REBECA publish/subscribe middleware represents a significant contribution to autonomous distributed systems. He has supervised numerous students and researchers, contributing to the development of the next generation of computer scientists specializing in distributed systems. His laboratory at the University of Rostock focuses on practical implementations of self-organizing distributed systems, with current projects investigating time-sensitive networking, publish/subscribe systems, and energy-efficient distributed computing. The team combines theoretical analysis with practical system development to address real-world challenges in industrial and commercial applications of distributed systems.

• Distributed systems
• Distributed algorithms
• Event-based systems
• +۷ مورد دیگر

Jeffrey S. Chase is a Professor of Computer Science at Duke University in the Department of Computer Science within Trinity College of Arts & Sciences. He has held this position since 2006 and currently serves as Director of Graduate Studies. His academic career spans decades with significant contributions to distributed systems research. Chase's research focuses on operating systems and distributed systems, with particular emphasis on cloud infrastructure services, trust management and security in cloud environments, energy-aware computing, and network storage. His work has evolved to center on integrity and trust: where it comes from, how we represent it, how we reason about it in software, and how we build software systems worthy of trust. His research group has developed notable systems including ExoGENI, Silver, and ADAMANT. His recent publications demonstrate his continued focus on secure data sharing architectures, networking for multi-tenant data centers, and federated authorization systems. These works collectively address fundamental challenges in distributed computing related to security, privacy, and network performance in cloud environments. Chase has received significant research funding including the CC*Data: ImPACT project (2017-2022), Collaborative Research: CICI: Secure and Resilient Architecture (2016-2020), and TWC: Frontier: Collaborative: Rethinking Security in the Era of Cloud Computing (2013-2019). He has taught advanced courses including CPS 512: Advanced Distributed Systems, CPS 310: Operating Systems, and CPS 510: Advanced Operating Systems. His teaching philosophy emphasizes deep understanding of core distributed systems concepts with practical applications to modern cloud infrastructure.

• Distributed Systems
• Operating Systems
• Cloud Computing
• +۷ مورد دیگر

Birger Lindberg Møller is a Professor in Plant Biochemistry at the Department of Plant and Environmental Sciences, Faculty of Science, University of Copenhagen. He also serves as Director of the Carlsberg Laboratory (since 2014) and Head of the VILLUM Research Center for Plant Plasticity (since 2013). His research spans plant biochemistry, synthetic biology, and natural products chemistry with applications in sustainable production systems. His educational background includes: M.Sc. (1972) Ph.D. (1975) D.Sc. (1984) D.Sc. h.c. (honoris causa) Professor Møller's research focuses on bio-active natural products , particularly the biosynthesis, transport, storage and degradation of cyanogenic glucosides . His work elucidates how plants communicate with their environment and defend themselves against herbivores, pests and abiotic stresses. A promising application of his lab's research involves engineering microalgae, mosses and plant cells into production units for high value natural products . His engagement in synthetic biology represents a logical extension of his plant research activities, with work targeted towards forming new combinations of membrane proteins for harvesting sunlight energy to synthesize valuable natural products or degrade toxic compounds. Analysis of Professor Møller's recent publications reveals a strong focus on plant specialized metabolism, particularly cyanogenic glucosides and related compounds. His work spans genomics, transcriptomics, metabolomics, and synthetic biology approaches to understand plant defense mechanisms and engineer plants for improved traits. Key themes include sorghum and cassava metabolism, diterpenoid biosynthesis, and the application of synthetic biology for sustainable production of high-value compounds through photosynthetic systems. His notable scientific awards include: Villum Kann Rasmussen Research Prize (2007) - Denmark's largest research award (2.5 mil DKK or 350,000 €) The Academy of Future Research's "The Future Prize" (2004) Societas Physiologia Plantarum Scandinavica "Popularization Prize" (2003) Knight of the Dannebrog (1995) Carlsberg Research Prize Award (1994) Hans Gram Medal from the Royal Danish Academy of Sciences and Letters (1985) Appointed Honorary Doctor at the University of Umeå, Sweden (2009) Professor Møller has served as the main advisor for 43 PhD students (with 8 ongoing in Denmark and 3 in Australia) and numerous BSc and MSc students. He has secured significant research funding throughout his career, including an ERC Advanced Grant (2.5 million €), Villum Foundation grants, and participation in major research centers with multi-million euro budgets. His current funding includes projects related to synthetic biology, plant plasticity, and cyanogenic glucoside metabolism. He leads the Plant Biochemistry Laboratory and is deeply involved with the Center for Synthetic Biology at the University of Copenhagen. His laboratory focuses on understanding plant specialized metabolism and applying this knowledge through synthetic biology approaches to engineer plants and microorganisms for sustainable production of high-value compounds. His team collaborates extensively with international partners across Europe, Australia, and beyond, and he actively promotes cross-disciplinary collaboration to address complex global challenges in energy, sustainability, and medicine.

• Plant Biochemistry
• Natural Products Chemistry
• Cyanogenic Glucosides
• +۵ مورد دیگر

Kai Leonhard is an Adjunct Professor at the Chair of Technical Thermodynamics , RWTH Aachen University. His research focuses on computational chemistry, thermodynamics, and molecular modeling, particularly in solvent design and reactive chemical processes. Department: Chair of Technical Thermodynamics Email: kai.leonhard@ltt.rwth-aachen.de Prof. Leonhard's work integrates quantum chemistry with computer-aided molecular and process design (CAMD/CAPD), emphasizing solvation thermodynamics, reaction kinetics, and machine learning applications. His projects span biofuel combustion, microgel synthesis, and sustainable solvent development. Recent publications highlight advancements in COSMO-RS-based solvent screening, reaction network exploration via ChemTraYzer-TAD, and multi-fidelity modeling for partition coefficients. He employs machine learning to enhance predictive thermodynamic models and optimize chemical processes.

• Thermodynamics
• Computational Chemistry
• Molecular Modeling
• +۳ مورد دیگر

Jacob Leachman is a Professor in the School of Mechanical and Materials Engineering at Washington State University (WSU) . He established the HYdrogen Properties for Energy Research (HYPER) laboratory in 2010, the first and only US academic lab focused on cryogenic hydrogen research. With a PhD in Mechanical Engineering (2010, University of Wisconsin-Madison), M.S. in Mechanical Engineering (2007, University of Idaho), and B.S. in Mechanical Engineering (2005, University of Idaho), his work bridges quantum mechanics and macro-scale energy applications. Academic Journey: University of Idaho (BS/MS), University of Wisconsin-Madison (PhD) Lab Leadership: HYPER Lab (2010–present), first cryogenic hydrogen lab in US academia Technical Contributions: NIST hydrogen standards, SAE J2601 fueling protocol, 3D-printed hydrogen tanks Research Interests center on leveraging hydrogen's quantum properties at cryogenic temperatures for energy systems. Key areas include: Cryogenic hydrogen thermophysical modeling and measurement Hydrogen fueling for aerospace and heavy-duty vehicles Para-orthohydrogen conversion for energy storage Leidenfrost dusting technology for space exploration Scientific Awards include: 2023 WSU Technology with an Impactful Contribution to Society Award 2023 R.B. Scott Award (Cryogenic Engineering Conference) 2021 NASA Artemis Award 2018 Roger W. Boom Award (Cryogenics Society of America) 2008 Western Association of Graduate Schools Distinguished Thesis Award Advising and Intellectual Contributions show his commitment to developing engineers through innovative pedagogy and mentoring. His lab has produced three National Science, Technology, Graduate Research Opportunities (NSTGRO) winners and trained students like Konstantin Matveev, Arezoo Zare, and Satyajit Mojumder. He co-authored Thermodynamic Properties of Cryogenic Fluids (Springer, 2017) and is completing Cool Fuel (Oxford, 2024). HYPER Lab Innovations include: Heisenberg Vortex technology for hydrogen dynamics H2-Flo thermal compression refueling station Cryogenic origami bellows for space applications World’s first 3D-printed liquid hydrogen tank

• Cryogenic Hydrogen
• Thermodynamic Properties
• Energy Systems
• +۳ مورد دیگر

Renate Egan is a Professor and Deputy Head of School (Engagement) at the School of Photovoltaics and Renewable Energy Engineering , University of New South Wales (UNSW). She leads UNSW's activities in the Australian Centre for Advanced Photovoltaics , a national research consortium involving multiple Australian institutions. Her research focuses on: Techno-economic analysis of photovoltaic technologies Energy data analytics for decentralized systems Electricity market restructuring Technology transfer and commercialization Recent work examines machine learning applications in energy demand forecasting, thermal storage optimization, and bushfire resilience. She collaborates extensively across academia, industry, and government sectors. Key affiliations include: Co-Founder of Solar Analytics (Australia's largest independent energy monitoring provider) Executive Committee member of the IEA PV Power Systems program

• Techno-economic analysis
• Energy Data Analysis
• Machine Learning in Energy Systems
• +۳ مورد دیگر