Michael A Osborne is Professor of Machine Learning at the University of Oxford and leads the Bayesian Exploration Lab . He serves as Director of the EPSRC Centre for Doctoral Training in Autonomous Intelligent Machines and Systems and co-directs the Oxford Martin AI Governance Initiative. His research focuses on Bayesian optimization, Gaussian processes, and probabilistic numerics with applications in quantum devices, battery modeling, and AI governance. Key Positions: Professor of Machine Learning, University of Oxford Official Fellow, Exeter College Co-founder of Mind Foundry Lead Researcher, Oxford Martin Programme on Technology and Employment Research Themes: Probabilistic modeling for quantum systems Uncertainty quantification in energy storage AI safety and societal impact analysis Automated experimental design Quantum device calibration Probabilistic numerical methods Technical Contributions: Bridging reality gap in quantum devices Efficient Bayesian quadrature techniques Personalized neurostimulation algorithms Automated measurement protocols Quantum-classical hybrid ML
Malcolm McCulloch serves as Professor of Energy Systems and Group Leader of the Energy and Power Group within the Department of Engineering Science at the University of Oxford. He also holds the position of Co-Director for the Oxford Martin Programme on Integrating Renewable Energy and maintains affiliation with Christ Church college. His research spans four primary domains: domestic energy systems, electric vehicle technology, renewable generation, and energy solutions for developing regions. McCulloch's research focuses on practical energy transition challenges. His domestic energy work develops user-centric demand side management technologies and behavior change interventions, leading to the spin-out Intelligent Sustainable Energy (now Navetas Energy Management). In transportation, he pioneered the Morgan LifeCar hydrogen sports car project, resulting in high-efficiency motors and the Oxford Yasa Motors spin-out. His renewable generation research includes lightweight tidal turbines through Kepler Energy, while his Energy for Development work creates nano/micro grid solutions for distributed electrification. Analysis of his recent publications reveals a strong emphasis on integrating variable renewables through innovative market mechanisms, grid flexibility solutions, and electric vehicle integration. His work consistently addresses the technical and economic barriers to decarbonization, with increasing focus on peer-to-peer energy trading, thermal storage, and climate-resilient cooling solutions since 2020. McCulloch previously served as Co-Director of the Institute for Carbon and Energy Reduction in Transport (2008-2013) under the Oxford Martin School. His leadership extends to creating the Integrated Transport Network for Oxford and developing practical applications through multiple successful spin-out companies that bridge academic research and commercial implementation.
Timothy Abram is a Professor of Nuclear Fuel Technology at the University of Manchester, holding the Westinghouse Chair since 2008. He leads the U-Battery HTGR project and serves as Visiting Senior Research Fellow at NNL. His expertise spans nuclear fuels (MOX, ATF, TRISO) and reactor systems (gas-cooled, VHTR), with roles in IAEA, UK Government advisory boards, and the UK Nuclear Regulator’s committee. He directs the Rolls-Royce University Technology Centre for Nuclear Science and Engineering. Education: BSc and PhD (details unspecified). Research focuses on advanced nuclear fuels, thermal conductivity, and sustainable energy solutions, contributing to UN SDGs. Projects include molten salt reactor research (Radiochemical Facilities, DAWNMANTLE) and waste minimization strategies. Over 15 EU projects and 72 research outputs demonstrate his global impact. Awards: Not explicitly listed. Collaborations include international networks in nuclear innovation and material science. Advising roles include external examiner for Royal Navy and Cambridge MPhil programs.
Salvador Navarro-Martinez is a Visiting Professor in the Department of Mechanical Engineering at Imperial College London, affiliated with the Energy Futures Lab and Thermofluids research groups. He holds a Mechanical Engineering degree from the University of Zaragoza (Spain) and a PhD in Aeronautics and Astronautics from the University of Southampton, where his doctoral work focused on numerical simulations of hypersonic flows and heat transfer for planetary re-entry systems. BEng (Ingeniero Industrial): University of Zaragoza, Spain PhD: University of Southampton, UK His research interests span combustion modeling, spray atomization, and computational fluid dynamics. Notable achievements include the Sugden Award (Combustion Institute, 2005 & 2007) and a Royal Society University Fellowship (2009) for studying droplet size distributions. His work bridges aerospace engineering, applied mathematics, and interdisciplinary engineering applications. He has contributed to Large Eddy Simulation (LES) frameworks for combustion systems and has expertise in experimental measurements of complex fluid dynamics. His current role at Imperial College emphasizes collaborative research in energy-efficient technologies and advanced thermal management systems.
Judith Driscoll is Professor of Materials Science at the University of Cambridge in the Department of Materials Science & Metallurgy. She holds the prestigious Royal Academy of Engineering Chair in Emerging Technologies and serves as a Visiting Staff Member at Los Alamos National Laboratory. As the founding Editor-in-Chief of APL Materials, she has significantly contributed to the materials science community. Dr. Driscoll's research focuses on Energy Efficient Oxide Materials for Information and Communications Technologies and energy devices. Her work spans the development of non-volatile memory, resistive switching devices, and ferroelectric materials for neuromorphic computing applications. She investigates oxide thin films for applications ranging from data storage to energy generation and conversion, with particular emphasis on creating more energy-efficient device technologies to handle the exponential growth of data-centric applications. Her recent publications demonstrate strong trends in developing novel oxide-based memory devices with improved energy efficiency, particularly for AI applications. The work shows significant progress in hafnium-zirconium oxide ferroelectrics, resistive switching mechanisms, and vertically aligned nanocomposite structures for enhanced device performance. These innovations address critical challenges in reducing the unsustainable energy demands of modern computing, particularly for artificial intelligence systems. Fellow of the Royal Academy of Engineering Fellow of the Materials Research Society Fellow of the American Physical Society Fellow of IOM3, IOP, and Women Engineers Society Fellow of the American Academy of Arts and Sciences Recipient of ERC Advanced Grant Editor-in-Chief of APL Materials Dr. Driscoll leads a vibrant research group that has secured significant funding including her Royal Academy of Engineering Research Chair, an ERC Advanced Grant, and an ECCS-EPSRC grant in collaboration with researchers from the USA. She has founded the Cambridge Centre for Neuromorphic Computing (Neucam) in 2023. Her group operates world-leading growth equipment including pulsed laser deposition with RHEED control, high temperature oxide sputtering, and spatial ALD systems. She collaborates extensively across the University of Cambridge and with international partners to solve complex materials challenges, with her group's role often being to identify optimal materials for functional goals, predict fabrication methods, and then create and characterize these materials.
Dr. Lixin Cheng is a Senior Lecturer in Chemical Engineering at the Department of Engineering and Mathematics, Sheffield Hallam University, where he contributes to teaching core modules such as Transport Phenomena and oversees the chemical engineering program. His research focuses on multiphase flow and heat transfer, including enhanced heat transfer technologies, nanofluids, and carbon capture systems. He has held academic roles globally, including at Aarhus University, EPFL, and Xi'an Jiaotong University, and has extensive industry experience as a design engineer. Dr. Cheng is an Alexander von Humboldt Fellow and serves as editor-in-chief for multiple journals, including the International Journal of Microscale and Nanoscale Thermal & Fluid Transport Phenomena . Education: PhD in Thermal Energy Engineering (Xi'an Jiaotong University, 1998), followed by postdoctoral and research roles at leading institutions. His interdisciplinary research spans oil-gas-water systems, sustainable energy, and thermal energy management. He has authored over 80 papers and 8 books, with a focus on advancing thermal-fluid science and engineering applications. Research interests include gas-liquid two-phase flow dynamics, flow boiling/condensation, microchannel heat transfer, and CO₂-based thermal systems. His work bridges experimental studies, computational modeling, and industrial collaborations, addressing challenges in energy efficiency and environmental sustainability. Key contributions include editorial leadership in thermal-fluid journals, organizing international conferences (e.g., ISTFD), and developing predictive models for flow boiling in microchannels. His recent publications (2021–2025) emphasize green hydrogen systems, supercritical CO₂ applications, and heat transfer enhancement in microscale systems. Awards: Alexander von Humboldt Fellowship (2000–present). Grants and collaborations include partnerships with international universities and industry players, focusing on thermal-fluid innovation. Labs/Teams: Active in Sheffield Hallam's Engineering and Mathematics Department, leading interdisciplinary research in multiphase systems and sustainable energy solutions.
Daria Frank is a Senior Teaching Associate in Computational Mathematics at the Department of Applied Mathematics and Theoretical Physics (DAMTP), University of Cambridge, a position held since 2023. Previously, she served as Sultan Qaboos Early-Career Research Fellow and College Lecturer in Mathematics at Corpus Christi College (2020-2023), Director of Studies in Mathematics at Selwyn College (2019-2020), and Research Associate in Fluid Mechanics at DAMTP (2015-2019). Her academic foundation includes a PhD from DAMTP, University of Cambridge (2012-2015), Part III Mathematical Tripos at Cambridge (2009-2010), Diploma in Mathematics from Friedrich-Alexander-University of Erlangen-Nuremberg (2010-2011), and undergraduate studies in Mathematics and Physics at the same institution (2006-2009). Dr. Frank's research centers on complex fluid phenomena with emphasis on buoyancy-driven environmental flows , rotating plume dynamics , and practical engineering applications . Her work investigates pollution dispersal mechanisms, tornado formation processes, and energy-efficient building systems through rigorous theoretical and experimental frameworks. Key contributions address multiphase interactions in stratified environments and vortex behavior under rotational forces, bridging fundamental fluid dynamics with real-world environmental challenges. Publication trends reveal consistent focus on geophysical and environmental fluid mechanics, with recurring themes of density stratification effects, multiphase plume behavior, and rotational influences across atmospheric, oceanic, and built environments. Her work demonstrates strong interdisciplinary connections between theoretical modeling and practical engineering solutions. Dr. Frank held the prestigious Sultan Qaboos Early-Career Research Fellowship, supporting her investigations into fluid mechanics phenomena. Her academic service includes significant teaching responsibilities as Director of Studies in Mathematics at Corpus Christi College. As Director of Studies, she oversees undergraduate mathematics education while conducting research within DAMTP's fluid dynamics community. Her Sultan Qaboos Fellowship provided dedicated research time for fluid mechanics investigations, complementing her teaching role through integration of cutting-edge research into pedagogy. Current work continues to explore environmental fluid dynamics with potential applications in climate modeling and sustainable engineering.
Dr Bahareh Zaghari (MSc, PhD, CEng, FHEA) is a Lecturer in the Electrical Power Engineering group at the University of Southampton's School of Electronics and Computer Science. Her research focuses on electrified aircraft systems, sensors with machine learning applications, electrical power systems, and nonlinear dynamics modeling. Current projects include acoustic sensing for temperature/flow measurement Co-design of electrical machines for aircraft electrification Research activities span hybrid-electric aircraft design (FutPrint50 Horizon project), fully electric aircraft development (EnabEl Innovate UK), and smart sensing systems for aerospace components. Industrial collaborations include KISTLER, iNetic, PALL Aerospace, Safran, ARUP, Embraer, and BAE Systems. Conference coordinator for IEEE Transportation Electrification Council's Electrified Aircraft committee Chair of IEEE/AIAA Electrified Aircraft Technology Symposium (2023) Panel moderator at AIAA Propulsion and Energy (2021) Her work demonstrates innovative applications of acoustic transducers in harsh environments, with contributions to temperature mapping, fault analysis, and energy harvesting systems. She currently supervises PhD student Shikhar Singh.
Dr Muhammad Abid serves as Lecturer in Mechanical Engineering at Ulster University's School of Computing, Engineering and Intelligent Systems on the Derry~Londonderry campus, where he also coordinates Degree Apprenticeships for Mechanical and Manufacturing Engineering programmes, driving industry-academia collaboration for workforce development. His academic credentials include a PhD in Applied Thermodynamics from Ulster University and a Postgraduate Diploma in Academic Practice from the University of Liverpool, complemented by over 15 years of international experience across UK and Middle Eastern institutions. Research focuses on decarbonizing thermal systems through advanced heat pump technologies, with expertise spanning applied thermodynamics, energy efficiency optimization, and sustainable heating/cooling solutions for residential applications. His work directly addresses UN Sustainable Development Goals through climate-resilient engineering innovations. Recent publications demonstrate consistent investigation into heat supply temperature effects on system performance and economics, establishing critical relationships between operating parameters, housing characteristics, and decarbonization pathways for domestic heating. Professional recognition includes: Chartered Mechanical Engineer (CEng MIMechE) Fellow of Advance HE (FHEA) As an educator, Dr Abid implements Education for Sustainable Development principles across curricula while supervising postgraduate research. He actively shapes sector policy through IMechE's Energy, Environment and Sustainability Group Board membership and serves as a Climate STEM Ambassador advancing public engagement with climate solutions.
Dr Daniel Fosas de Pando serves as Chancellor's Fellow in Net Zero Buildings at the University of Edinburgh's School of Engineering, within the Department of Civil and Environmental Engineering and the Research Institute for Infrastructure and Environment. His work bridges building science, climate resilience, and humanitarian engineering with a focus on practical decarbonization strategies. Research interests center on net zero building retrofits at scale , indoor air quality optimization , and climate-adaptive design , particularly in vulnerable contexts like refugee shelters. His methodology combines computational modeling with field monitoring to address energy-carbon trade-offs under climate change constraints, emphasizing actionable decision-making tools for designers and policymakers. Publication trends reveal strong focus on building decarbonization pathways (38% of recent work), shelter environments for displaced populations (29%), and climate risk communication (16%). Key themes include scaling retrofit interventions, occupant behavior impacts, and simplified modeling for resource-constrained settings. Major recognitions include: Dufton Silver Medal (2022) for pioneering Active Buildings framework Best Paper Award Theme Energy (2022) Best Paper Award (2017) for building simulation research He leads the £36m InBuilt project decarbonizing non-domestic building portfolios, supervises PhD candidate M. Yildrim, and collaborates with international teams across Japan, Ethiopia, and the UK. His grant portfolio emphasizes scalable solutions for building stock management and climate resilience. Research is conducted through the Infrastructure and Environment Institute with strong ties to humanitarian engineering networks, producing open datasets on shelter thermals and building decarbonization pathways.
Professor Ruchi Choudhary is a Professor in Architectural Engineering at the University of Cambridge, Department of Engineering, within the School of Technology. She leads the Energy Efficient Cities initiative (EECi), a cross-disciplinary research project focused on strengthening the UK's capacity to address energy demand reduction and environmental impact in cities through research in building and transport technologies, district power systems, and urban planning. Her research interests span urban energy systems, building energy modeling, sustainable cities, geothermal energy systems, and data-driven energy modeling . She has pioneered work in digital twins for energy systems, urban subsurface thermal modeling, and building-integrated agriculture. Her research group develops numerical tools to improve energy efficiency of cities, with particular focus on modeling energy consumption of large building sets at multiple time and spatial resolutions. Analysis of her recent publications reveals a strong trend toward integrating machine learning with physics-based modeling for energy systems, with increasing emphasis on uncertainty quantification, digital twins, and value of information analysis for decision-making. Her work bridges the gap between theoretical modeling and practical urban implementation, with significant focus on city-scale geothermal potential, underground climate change impacts, and energy equity considerations. Professor Choudhary has supervised numerous PhD students who have gone on to prominent positions at institutions including UCL, University of Cambridge, BEIS, Arup, and various international universities. Her research group includes faculty members, research associates, graduate students, and international collaborators from institutions worldwide. Her current research focuses on two parallel investigations: one on using multi-scale multidisciplinary models to address energy use questions in the built environment, and second, on quantifying uncertainties in model outcomes. Current projects include integration of food production in urban environments, analysis of underground transport systems as energy sources, large-scale integration of ground source heat pumps, and distributed energy networks.
Dr. Michael J Pekris is a Senior Lecturer in Mechanical Engineering Sciences at the University of Surrey, serving as Director of Employability within the School of Engineering. He holds a MEng and DPhil from the University of Oxford (2004), with a thesis on liquid crystal heat transfer in turbine blade cooling. His career includes R&D roles at Rolls-Royce, focusing on advanced seal technology and engine efficiency. He is a Chartered Engineer (CEng), Fellow of the IMechE (2023), and Fellow of the Higher Education Academy (FHEA). His research spans sustainable aviation, fluid dynamics, and heat transfer, with a focus on brush seals, hydrogen-fueled aircraft, and transcritical CO2 systems. He leads the Surrey Aerothermal Test Facility (SATF) and collaborates on projects like the Surrey Hydrogen Aircraft Performance Evaluator (SHAPE). He also serves as IMechE Academic Liaison Officer and Royal Academy of Engineering Visiting Professor Scheme Champion. Research interests include environmental technologies for aero-engine seals, sustainable aviation (electric/hydrogen), fluid dynamics, thermodynamic cycles, and rotating machinery. His work addresses energy efficiency, waste heat recovery, and low-emission propulsion systems. Notable contributions include Rolls-Royce Innovation Award (2013) and patents on seal technology. He actively engages in professional development initiatives and industry-academia partnerships. Publications emphasize seal dynamics, CFD modeling, and thermal management. Recent work explores hydrogen-fueled aircraft viability and CO2-based power systems. Collaborations involve Rolls-Royce, ASME Turbo Expo, and Surrey’s interdisciplinary engineering teams. His academic roles include teaching Structural Vibrations and Engineering Management, and advising the Professional Training Year module.
Dr. Hongye Zhang serves as a Lecturer in Superconducting and Cryogenic Electric Machines at the School of Engineering, University of Edinburgh, while maintaining a Visiting Research Fellow position at the University of Manchester. He actively contributes to the European Society for Applied Superconductivity (ESAS) as a Board Member and chairs the international HTS 2026 workshop. His educational foundation includes: BSc and MSc in Electrical Engineering from Xi’an Jiaotong University (2015, 2018) Diplôme d’ingénieur (MEng) from École Centrale de Lyon (2018) PhD in Applied Superconductivity from the University of Edinburgh (2021) Dr. Zhang’s research centers on decarbonizing transport through superconducting/cryogenic electric machines for hydrogen-powered aircraft, integrating artificial intelligence with superconductor technology and cryogenic techniques. His work targets net zero emissions by developing high-power-density propulsion systems that leverage hydrogen energy and advanced numerical modeling of superconductors. Analysis of his 2022-2025 publications reveals dominant themes in superconducting machine design for wind energy and electric aviation, with significant contributions to loss mitigation, flux pump technology, and trapped field magnet applications. His research bridges fundamental superconductor characterization with practical system integration for renewable energy. Recognized with the 2021 IEEE Council on Superconductivity Graduate Study Fellowship, his professional engagements include: Early Career Editorial Board Member for Elsevier’s Superconductivity journal Technical Editor for IEEE Transactions on Applied Superconductivity Program Committee Member for SMT 2023 He leads critical research within the £54-million H2GEAR project developing hydrogen-electric aircraft propulsion, while teaching Power Engineering 2 and Electrical Machines courses. His advisory roles span doctoral supervision and industry collaboration through Energy Systems research institute. Based at the University of Edinburgh’s Faraday Building, Dr. Zhang directs a research group focused on hydrogen energy applications and superconducting machine testing, with strong ties to the H2GEAR consortium and ESAS working groups.
Bruño Fraga is an Assistant Professor in the Department of Civil Engineering at the University of Birmingham, part of the School of Engineering. He specializes in Computational Fluid Dynamics (CFD) with a focus on turbulent and multiphase flows, particularly in applications like indoor air quality, water treatment, and airborne pathogen transport. His research group develops models such as Multiflow3D, addressing challenges in multiphase flow dynamics and environmental engineering. Education: MEng in Environmental Engineering (University of Santiago de Compostela, 1st class honors), MSc in Applied Math and Numerical Simulation (University of A Coruña), PhD in Civil Engineering (Universities of A Coruña and Chalmers). Research Interests: CFD modeling, bubble-induced turbulence, indoor air quality, water treatment technologies, and multiphase flow dynamics. Dr. Fraga leads major projects such as Fusion Forest (£1m, UKRI) and the IAQ-EMS initiative (£1m, Met Office), focusing on indoor air quality and pathogen transmission modeling. His work includes collaborations with organizations like Deltares Institute and Severn Trent, addressing wastewater treatment and environmental challenges. He is co-leader of the Fluids Research Group and the Water Technology stream at the University of Birmingham’s Water Centre. Scientific Awards: National Outstanding Graduate Prize (2011). Advising & Grants: Supervises graduate students in CFD and multiphase flow research. Oversees grants totaling over £2.1M, including fusion forest and buildair projects. Focuses on translating CFD expertise into real-world solutions for public health and environmental sustainability. Labs & Teams: Leads the Multiflow3D development team and collaborates with the Fluids Research Group and Water Technology stream.
Dr. Muhammad Imran is a Reader and Lecturer in Mechanical, Biomedical & Design Engineering at Aston University, UK. He is affiliated with the Energy and Bioproducts Research Institute (EBRI) and the College of Engineering and Physical Sciences. His research focuses on energy efficiency, waste heat recovery, and low-temperature power cycles such as Organic Rankine Cycle (ORC) and Supercritical CO₂ systems. He has contributed to the commercialization of ORC systems and collaborates internationally on hybrid energy systems, solar-thermal integration, and district heating networks. Dr. Imran holds a PhD in Energy System Engineering (2016), MSc in Thermal Power Engineering (2012), and BEng in Mechanical Engineering (2009). He has held academic roles at institutions in Pakistan, South Korea, and Denmark, including a Marie Curie Fellowship at the Technical University of Denmark. His awards include the Marie Curie Fellowship (EU), Innovation Award (South Asia Triple Helix), and multiple Research Excellence Awards from South Korea. He leads funded projects on hybrid energy systems for agriculture, waste heat recovery in industries, and sustainable energy solutions in developing countries. His editorial roles include associate editorships in Frontiers in Thermal Engineering and Resources, Environment and Sustainability . He supervises PhD students in renewable energy and low-temperature thermodynamic systems, with ongoing projects on solid-state heat pumps and advanced ORC control strategies. Dr. Imran’s work bridges engineering, data science, and environmental science to address energy challenges. Notable collaborations include projects in Ethiopia, Kenya, Nigeria, and Sudan, focusing on off-grid cold storage, smart irrigation, and biomass energy systems. His research outputs include over 130 peer-reviewed articles, patents, and contributions to international conferences.
