Find Academic Supervisors

Yunjie YangView profile

Associate Professor

• AI-powered sensing and imaging
• Machine learning
• Soft sensors & electronics for robotics
• +5 more

Dr. Yunjie Yang is an Associate Professor at the University of Edinburgh's School of Engineering, with affiliations at the Edinburgh Futures Institute (EFI), the Edinburgh Generative AI Laboratory (GAIL), and the Edinburgh Centre for Robotics. He previously held the Chancellor's Fellow in Data Driven Innovation (2018-2023) and Bayes Innovation Fellow (2023-2024) positions. His research focuses on AI-powered sensing and imaging, machine learning, and soft sensors & electronics for robotics. Yang received his PhD in Engineering Electronics from the University of Edinburgh, MSc in Control Science & Engineering from Tsinghua University, and BEng in Measurement & Control Engineering from Anhui University. After his PhD, he worked as a Postdoctoral Research Associate in Chemical Species Tomography before securing his lectureship. His research interests center on developing intelligent sensing systems that replicate human perception capabilities for robotics and intelligent systems. He pioneers flexible sensing and imaging technologies across various scales through innovative multi-modal sensors, soft electronics, and their modeling using machine learning approaches. His work aims to enable autonomous physical artificial intelligence by bridging the gap between robotic systems and human-like perception. Analysis of his recent publications reveals a strong focus on soft robotics perception, particularly through electrical impedance tomography (EIT) and transformer-based architectures. His research spans medical imaging applications, digital twin modeling for industrial processes, and machine learning approaches for sensor data interpretation. The trend shows increasing integration of physics-informed deep learning with traditional tomographic techniques to achieve higher accuracy and efficiency. European Research Council (ERC) Starting Grant (2024) IEEE J. Barry Oakes Advancement Award (2024) IEEE I&M Society Graduate Fellowship Award (2015) Multiple Best Paper Awards Senior Member of IEEE Fellow of the International Society for Industrial Process Tomography Fellow of the Higher Education Academy ESI highly cited papers Dr. Yang serves as Associate Editor for IEEE Transactions on Instrumentation and Measurement and holds editorial positions with Scientific Reports and IEEE Sensors Journal. His research has been licensed to overseas research institutes and industry partners and received wide media coverage including BBC, EFE, USA Today, and STV. He has secured significant grant funding including the prestigious ERC Starting Grant. He leads the Edinburgh SMART Lab (Sensing/imaging + Machine Learning + Robotics), which aims to replicate human perception capabilities for robotics and advance flexible sensing technologies through innovative multi-modal sensors and machine learning approaches. The lab focuses on enabling autonomous physical artificial intelligence with applications spanning medical diagnostics, industrial monitoring, and advanced robotics systems.

• Set Theory
• Mathematical Logic
• Forcing
• +7 more

Vera Fischer is an Associate Professor and Privatdozent in the Department of Mathematics at the Faculty of Mathematics, University of Vienna. She has been an active researcher since 2008, with a strong publication record in mathematical logic and set theory. Her research centers on set-theoretic combinatorics , focusing on cardinal characteristics of the continuum, forcing, definability, and structures such as maximal almost disjoint families, cofinitary groups, and independent families. She investigates foundational questions in independence, spectra of combinatorial objects, and the interplay between definability and generic extensions. Her work often involves constructing models to separate cardinal invariants or to realize specific spectra under forcing. The recent publications show a consistent trend in combinatorial set theory , with a focus on tower spectra, tight families, mad families, and their behavior under various forcing notions like Cohen and Sacks forcing. Her research frequently explores the definability and destructibility of combinatorial families, often in collaboration with leading researchers such as Corey B. Switzer, Stefan Geschke, and Saharon Shelah. FWF START Prize, 2017 Förderungspreis der ÖMG, 2018 Förderungspreis, 2018 She leads and participates in research projects such as Comparing the Real Line to Combinatorics of the Uncountable and A Sacks-like model with large continuum , indicating active grant funding and supervision of research activities. She also organizes academic events like Colloquium Logicum and engages in public outreach on topics like infinity. Her research is conducted within the Set Theory Group at the University of Vienna, where she collaborates with other logicians and contributes to the academic community through publications, conferences, and mentorship.

Bela BollobasView profile

Professor

• Extremal Graph Theory
• Random Graphs
• Probabilistic Combinatorics
• +3 more

Béla Bollobás is a renowned mathematician affiliated with the University of Memphis as the Jabie Hardin Chair of Excellence in Combinatorics and the University of Cambridge as a Fellow of Trinity College and Honorary Professor at the Centre for Mathematical Sciences. His work spans combinatorics, probability theory, and graph theory, with significant contributions to percolation and random graphs. Dr. Rer. Nat. (Budapest, 1967) Ph.D. (Cambridge, 1972) Sc.D. (Cambridge, 1984) Bollobás pioneered extremal graph theory, random graphs, and probabilistic combinatorics. He introduced novel graph polynomials and advanced bootstrap percolation models, impacting both theoretical mathematics and statistical physics. His research includes inhomogeneous random graphs and cellular automata in random environments. His selected publications reveal a focus on percolation thresholds, graph invariants, and stochastic processes. Notably, he derived sharp thresholds for bootstrap percolation and defined critical probabilities for Voronoi percolation. Senior Whitehead Prize (2007) Fellow of the Royal Society (2011) Foreign Member, Hungarian Academy of Sciences (1990) Foreign Member, Polish Academy of Sciences (2013) Honorary Doctorate, Adam Mickiewicz University (2013) Szechenyi Prize (2017) Bollobás has supervised over 50 Ph.D. students and authored over 450 publications, including 10 books. He co-founded the journal Combinatorics, Probability and Computing and served on eight editorial boards. He organized numerous conferences, including Bill Tutte and Paul Erdős events.

Atakan AralView profile

Associate Professor

• Edge Computing
• Distributed Systems
• Cloud Computing
• +6 more

Atakan Aral serves as an Associate Professor at the Faculty of Computer Science, University of Vienna, where he leads research in edge computing, distributed systems, and environmental monitoring applications. His work focuses on developing efficient and resilient computing systems for environmental applications, with particular emphasis on neuromorphic edge AI and the cloud-edge continuum. He maintains an active teaching schedule offering courses in Distributed Systems Engineering, Cloud Computing, and Practical Software Courses with Bachelor's Thesis work across multiple semesters through 2025. Dr. Aral's research interests span several critical areas in modern computing including edge computing architectures, federated learning approaches, neuromorphic computing for environmental monitoring, and resilient systems design. His work addresses fundamental challenges in resource-constrained environments, particularly focusing on latency-sensitive applications and energy-efficient computation. The interdisciplinary nature of his research bridges theoretical computer science with practical environmental applications, developing systems that can operate effectively in remote or resource-limited settings. Analysis of his recent publication trajectory reveals a clear evolution from foundational cloud computing research toward increasingly specialized edge intelligence systems. Early work focused on resource allocation and scheduling in cloud environments, while his current research emphasizes neuromorphic approaches for sustainable environmental monitoring. His publications demonstrate growing interdisciplinary collaboration, particularly with environmental scientists, and increasing focus on practical implementations of theoretical concepts in real-world monitoring systems. Dr. Aral leads significant research projects including TROCI (Towards Resilient Operation of Critical Infrastructure), an ongoing initiative, and SWAIN (Sustainable Watershed Management Through IoT-Driven AI), which ran from February 2021 to February 2024. His work spans multiple dimensions of computing systems, from hardware-aware algorithms to application-level implementations, with consistent contributions to major conferences and journals in distributed systems and edge computing. He is an active member of the Scientific Computing research group at the University of Vienna, working from Room 6.49 at Währinger Straße 29. His research environment includes collaboration with the Environment and Climate Research Hub, reflecting the interdisciplinary nature of his work that bridges computer science with environmental applications. His publications indicate strong international collaboration across European institutions and research groups.

Süli EndreView profile

Professor

• Free-discontinuity problems
• Computational modelling of fracture
• Quasi-continuum methods
• +10 more

Endre Süli is a Professor of Numerical Analysis at the University of Oxford, affiliated with Worcester College and Linacre College. He has held various academic roles since 1985, including Fellowships and Tutorships in Mathematics. University Education: B.Sc. in Mathematics, University of Belgrade (1974-1978) M.Sc. in Mathematics, University of Belgrade (1978-1980) Ph.D. in Mathematics, University of Belgrade (1985) M.A., University of Oxford (1985) British Council Visiting Student, Reading University and University of Oxford (1983/84) Süli's research focuses on numerical methods for partial differential equations (PDEs), with expertise in finite element methods, adaptive algorithms, error control, and computational modeling of fractures and non-Newtonian fluids. His work bridges mathematical theory and practical applications in fluid dynamics and material science. His recent publications emphasize finite element approximations, nonlinear PDEs, and stochastic models for polymer dynamics. Themes include multiscale methods, tensor-sparsity for high-dimensional problems, and compressible flow simulations. Scientific Awards: Fellow of the Royal Society (2021) London Mathematical Society Naylor Prize and Lectureship (2021) Pro Urbe Prize, City of Subotica (2021) SIAM Fellow (2016) Member, Academia Europaea (2020) Foreign Member, Serbian National Academy of Sciences and Arts (2009) IMA Service Award (2011) Fellow, European Academy of Sciences (EurASc) (2010) Fellow, Institute of Mathematics and its Applications (2007) London Mathematical Society/New Zealand Mathematical Society Forder Lecturer (2015) Professor Hospitus, Charles University, Prague (2012) Distinguished Visiting Chair Professor, Shanghai Jiao Tong University (2013) Invited Speaker, International Congress of Mathematicians, Madrid (2006) Süli has supervised numerous research projects and held visiting appointments globally. His contributions to numerical analysis span foundational work on error estimation, nonlinear stability, and advanced computational frameworks for complex physical systems.

• Structural Control and Health Monitoring
• Continuum Mechanics and Mechanics of Materials
• Structural Mechanics
• +3 more

Hans Irschik is a Full Professor and Head of the Institute of Technical Mechanics at Johannes Kepler University of Linz, Austria. He has held key academic roles, including Vice-Rector for Research (1995-2001) and Chair of the Senate (2009-2013) at JKU, and serves as Editor-in-Chief of Acta Mechanica . His work bridges structural mechanics, mechatronics, and control systems. Education: Studied Civil Engineering at Vienna University of Technology, earned Doctor of Technical Sciences (1981) and Habilitation in Mechanics (1986). Research interests include structural control, continuum mechanics, and smart materials. His contributions span theoretical developments and applied control strategies for aging structures. Recent articles focus on Lagrangian formulations, piezoelectric sensors, and beam theories, reflecting his expertise in mechanics and structural health monitoring. Scientific Awards & Memberships: Full Member, Austrian Academy of Sciences (since 2011) Honorary Doctorate, St. Petersburg Polytechnical University (2009) President, European Association of Structural Control and Health Monitoring (2008-2012) Fellow, Japanese Society for the Promotion of Science (2006) City of Vienna Award (1988) Kardinal Innitzer-Award (1988) Grants & Projects: Led Austrian Science Fund (FWF) research since 1993. Key researcher in the K2-Austrian Center of Competence in Mechatronics (since 2001). Participated in EUROMECH committees and European Science Foundation programs.

Peter ZollerView profile

Professor

• Theoretical Physics
• Quantum Optics
• Many-Body Quantum Physics
• +3 more

Peter Zoller is a Professor of theoretical physics at the University of Innsbruck and Scientific Director at IQOQI Innsbruck (Austrian Academy of Sciences). His research focuses on quantum optics, many-body quantum physics, and quantum information science, with a strong emphasis on quantum simulation of gauge theories and atomic systems. He has trained 34 PhD students and hosted 57 postdoctoral researchers, fostering collaborations between theory and experiment. His group, the Zoller Group, explores quantum phenomena such as lattice gauge theories, entanglement dynamics, and topological order using advanced quantum simulation techniques. Key research interests include atomic physics, quantum gases, and applications of quantum technologies to high-energy physics problems. Recent work addresses string breaking in quantum simulators, entanglement Hamiltonians, and scalable architectures for fermionic quantum processors. Collaborations span institutions like Harvard, MIT, and the University of Innsbruck’s experimental teams. His contributions bridge foundational physics with cutting-edge quantum technologies, aiming to solve problems inaccessible to classical methods.

Saharon ShelahView profile

Professor

• Model theory
• Axiomatic set theory
• Applications of logic in algebra
• +2 more

Saharon Shelah is an Israeli mathematician renowned for his groundbreaking work in mathematical logic and set theory. He currently holds the Robinson Chair for Mathematical Logic at Hebrew University, a position he has held since 1978, and has been a Professor at Hebrew University since 1974. Additionally, he serves as a Distinguished Visiting Professor at Rutgers University since 1986. His educational background includes: B.Sc. from Tel Aviv University (1964) M.Sc. from Tel Aviv University (1967) M.Sc. from Hebrew University (1968) Ph.D. from Hebrew University of Jerusalem (1969), summa cum laude, supervised by Michael Rabin Shelah's research primarily focuses on mathematical logic, particularly model theory and set theory. His work has revolutionized these fields through the development of stability theory, PCF theory, and proper forcing. He has made significant contributions to understanding the connections between logic and other mathematical disciplines including algebra, computer science, and combinatorics. His approach often involves creating general frameworks that solve multiple problems simultaneously, demonstrating extraordinary depth and breadth in mathematical thinking. An analysis of Shelah's extensive publication record reveals consistent innovation across mathematical logic. His work shows a progression from foundational model theory in the 1970s through the development of stability theory, to groundbreaking set theory results in the 1980s and 1990s, particularly in cardinal arithmetic and PCF theory. Recent publications continue to expand abstract model theory while finding new applications across mathematics. His research demonstrates remarkable consistency in quality and originality over five decades. Shelah's exceptional contributions have been recognized with numerous prestigious awards: 2013 AMS Steele Prize 2011 EMET Prize in Mathematics 2001 Wolf Prize in Mathematics 2000 Bolyai Prize 1998 Israel Prize for Mathematics 1992 SIAM George Pólya Prize 1991 Honorary Foreign Member of the American Academy of Arts and Sciences 1988 Member of the Israel Academy of Sciences and Humanities 1983 Karp Prize 1982 Rothshild Prize 1977 Erdös Prize Throughout his career, Shelah has mentored numerous students and collaborated with over 200 coauthors. His research has been supported by multiple grants from prestigious organizations including the Israel Science Foundation and the National Science Foundation. Shelah's work has fundamentally shaped modern mathematical logic, with his classification theory providing frameworks that continue to guide research directions. His ability to connect seemingly disparate areas of mathematics through logical structures has made his contributions exceptionally influential. Shelah maintains an active research group at Hebrew University, where he continues to supervise doctoral students and postdoctoral researchers. His research program, known for its depth and technical sophistication, continues to generate new directions in mathematical logic. The Shelah Archive (http://shelah.logic.at) serves as a comprehensive repository of his extensive publication record, which surpassed 1190 papers by the end of 2024.

Liew Kim MeowView profile

Professor

• Composite Materials
• Multiscale Modeling
• Structural Optimization
• +5 more

Prof. Liew Kim Meow is a Chair Professor of Civil Engineering at City University of Hong Kong (CityU) since 2005. He previously served as Head of the Department of Architecture and Civil Engineering (2011–2017) and held tenured professorial positions at Nanyang Technological University (NTU), Singapore. He earned BS from Michigan Tech (1985), MEng (1988), and PhD (1991) from the National University of Singapore. His research focuses on composite materials, multiscale modeling, structural optimization, and computational mechanics. Notable contributions include pioneering work on carbon nanotube-reinforced composites and advanced numerical methods. He has published over 800 papers with 38,000+ citations (H-index 97). Education: BS, Michigan Technological University (1985) MEng, National University of Singapore (1988) PhD, National University of Singapore (1991) His awards include Clarivate Analytics' Highly Cited Researcher (2018–2019), Xiangjiang Scholar (2017), and multiple fellowships from professional institutions. He serves as Editor-in-Chief of International Review of Civil Engineering and holds editorial roles in over a dozen journals. He founded key research centers like the Nanyang Center for Supercomputing and Visualization (NTU) and led initiatives in computational mechanics. His work influences global research in composite materials and structural analysis.

Salençon JeanView profile

Research Fellow

• Continuum Mechanics
• Soil Mechanics
• Composite Materials
• +4 more

Jean Salençon is a prominent academic and researcher in mechanics and civil engineering. He currently holds the position of Senior Fellow at the Institute for Advanced Study, City University of Hong Kong since 2016. Previously, he served as Visiting Distinguished Professor (2014–2016), Chair Professor-at-large (2011–2014), and President of the Académie des sciences (2009–2010). His academic career includes roles as a Professor of Mechanics at the École polytechnique (1982–2005) and Head of the Department of Mechanical and Material Sciences at the École nationale des ponts et chaussées (1980–1985). Salençon’s research focuses on continuum mechanics , soil mechanics , yield design theory , and composite materials . His work bridges theoretical advancements with practical applications in geotechnical engineering and structural analysis. Notable contributions include probabilistic approaches to yield design, stability analysis of earthworks, and macroelement modeling of foundations under seismic loads. Key Awards: Trevithick Prize (1990), Montyon Prize (1978), Member of the Académie des sciences (1988), and multiple honorary memberships in international academies. Leadership Roles: Rector of the CISM (2004–2012), Member of the Bureau IUTAM (2000–2004), and President of the Académie des sciences (2009–2010). Salençon has authored seminal textbooks such as Handbook of Continuum Mechanics (2001) and Yield Design (2013), contributing significantly to global engineering education and research.

Zhang ChuanzengView profile

Professor

• Acoustic and elastic wave propagation
• Mechanics of smart materials and structures
• Phononic crystals and wave control
• +7 more

Professor Chuanzeng Zhang is a renowned academic currently serving as Professor (C4) and Chair of Structural Mechanics at the Department of Civil Engineering, University of Siegen, Germany. He has held leadership roles including Head of the Department of Civil Engineering (2015–present) and Director of the Institute of Structural Engineering (2007–2010). With a habilitation from Technical University Darmstadt and a PhD from Northwestern University, his research spans acoustic wave propagation, computational mechanics, and multifunctional materials. Education : PhD (Dr.-Ing.) from Northwestern University (USA), Habilitation from Technical University Darmstadt (Germany), Diploma (Dipl.-Ing.) from Technical University Darmstadt. Key Roles : Guest Professor at multiple Chinese institutions (Harbin Institute of Technology, Tongji University), Vice-President of the International Chinese Association for Computational Mechanics. Research interests include: Mechanics of smart materials and structures Wave propagation in phononic crystals Fracture mechanics in composite materials Computational methods for anisotropic solids Surface and interface effects in nanomaterials Multifunctional and functionally graded materials Recent Publications : His work focuses on advanced computational methods for wave propagation, fracture analysis, and smart materials, with applications in phononic crystals, piezoelectric composites, and functionally graded structures. Honors & Awards : 2015: Du Qinghua Medal for Computational Methods 2015: Member of European Academy of Sciences and Arts 2015: Honorary Doctorate from Slovak University of Technology 2014: Member of European Academy of Sciences Leadership & Collaborations : Led Senate Commissions, Research Advisory Committees, and DVM Working Groups. Maintains strong academic ties with institutions in China and Germany.

• Computational Mathematics
• Numerical Analysis
• Finite Element Methods
• +3 more

Prof. Joachim Schöberl is a faculty member at TU Wien's Faculty of Mathematics and Geoinformation, leading the Scientific Computing and Modelling research group. His academic career includes roles as a university professor (Univ.Prof.) with engineering and technical doctorates (Dipl.-Ing., Dr.techn.). Research focuses on advanced numerical methods, including finite element methods, computational fluid dynamics, and partial differential equations. He has pioneered high-order schemes for fluid-structure interaction, shell mechanics, and electromagnetic simulations. Notable contributions include the NGSolve finite element library and innovative approaches to curvature approximation in discrete geometry. Recent work emphasizes nonlinear elasticity modeling, fractional diffusion problems, and shape optimization for biomembranes. His team collaborates on projects like metascreen upscaling, micromorphic continuum models, and eddy current simulations in laminated materials. Prof. Schöberl advises PhD students researching mixed finite element methods, fractional operators, and computational mechanics. His lab develops open-source tools for high-performance scientific computing.

Julio RozasView profile

Professor

• Population Genomics
• Comparative Genomics
• Molecular Evolution
• +3 more

Julio Rozas is a Full Professor of Genetics at the Universitat de Barcelona (since 2009) and a member of the Bioinformatics Barcelona (BiB) board. He holds a PhD in Biology (1990) and a postdoctoral fellowship at Harvard University (1991-1992). His research focuses on molecular evolution mechanisms, genomic basis of adaptation, and chemosensory systems in invertebrates. He has developed bioinformatics tools like DnaSP and contributed to genome sequencing consortia. He has published over 113 articles in the last decade, including high-impact journals like Nature and Science, with an h-index of 40. He has supervised 10 doctoral theses and serves as an associate editor for BMC Genomics. Research interests include population genomics, comparative genomics, and bioinformatics. Notable achievements include the ICREA Academia Prize (2011) and the Excellence Award in PhD studies (1991).

Sara Merino AceitunoView profile

Professor

• Kinetic Theory
• Partial Differential Equations
• Mathematical Biology
• +5 more

Prof. Sara Merino Aceituno is a Professor at the Faculty of Mathematics, University of Vienna, leading research in kinetic theory and its applications to biology, medicine, and social sciences. She holds roles as Vice-Dean of the Faculty and Head of the Institute of Mathematics. Her work bridges mathematical models with experimental data, focusing on emergent phenomena in collective dynamics, opinion formation, and cell behavior. She teaches advanced courses on kinetic theory, biomathematics, and mathematical strategies for learning. Her contributions include modeling cell delamination, nematic alignment, and swarm dynamics through PDEs and probabilistic methods. Collaborations with experimentalists drive her interdisciplinary research. She actively engages in education, advising, and public outreach, including a video series explaining mathematical patterns in nature. Her research emphasizes understanding macroscopic patterns arising from microscopic interactions in complex systems. Education: Holds a PhD in Mathematics, with expertise in kinetic theory and applied partial differential equations. Teaching and leadership roles reflect her commitment to academic excellence and student support. Her work integrates experimental and computational models to study clonal dynamics in tissues and mechanical constraints in epithelial layers. She has authored over 20 papers on topics ranging from active matter to opinion formation networks, contributing to both theoretical advancements and practical applications in biology and social sciences. Research focuses on deriving hydrodynamic and continuum models from particle systems, analyzing stability and bifurcations in collective behavior. Grants and collaborations include the Vienna Biocenter PhD Program and experimental groups in cell biology. Her lab explores how environmental factors influence particle swarms and how mechanical forces shape cell cycles in pseudostratified epithelia.

Martin Ostoja-StarzewskiView profile

Professor

• Continuum Mechanics
• Stochastic Mechanics
• Fractal Media
• +7 more

Martin Ostoja-Starzewski , Ph.D. (McGill), is a Professor of Mechanical Science & Engineering at the University of Illinois at Urbana-Champaign , with affiliate appointments at the Beckman Institute and National Center for Supercomputing Applications . His research spans continuum mechanics , stochastic wave propagation , and fractal media , focusing on scaling laws and the statistical-to-representative volume element transition. 2006–Present: Professor, UIUC 2001–2005: Canada Research Chair, McGill University 2023: Rothschild Distinguished Visiting Fellow, University of Cambridge 2022: Member, European Academy of Sciences and Arts 2024: Academia Europaea Foreign Member His work pioneered continuum mechanics with spontaneous second law violations and tensor random fields for stochastic PDEs. He authored four foundational books, including Tensor-Valued Random Fields for Continuum Physics (2019), and edited 16 special issues. Recent 2025–2023 articles explore odd elasticity , fractal thermodynamics , and stochastic wavefronts , bridging non-equilibrium thermodynamics to granular Couette systems . Scientific accolades include the Worcester Reed Warner Medal (2018) and ASME , AAM , SES fellowships. As part-time faculty at Beckman Institute (2008–Present), he integrates bioimaging with mechanics across electrosurgery and traumatic brain injury modeling.