Find Academic Supervisors

Pavlo KrokhmalView profile

Professor

• Stochastic Optimization
• Decision Making Under Uncertainty
• Risk Analysis
• +12 more

Pavlo Krokhmal is a Professor in the Department of Systems and Industrial Engineering at the College of Engineering, University of Arizona. He serves as the Director of Industrial Engineering and is a member of the Graduate Faculty. He has previously held academic positions at the University of Iowa and the University of Florida. Education: PhD in Operations Research, University of Florida, Gainesville, Florida, United States PhD in Mechanics of Solids and Applied Mathematics, Kyiv National Taras Shevchenko University, Kyiv, Ukraine MS in Applied Mathematics and Mechanics, Kyiv National Taras Shevchenko University, Kyiv, Ukraine His research focuses on stochastic optimization, risk analysis, and decision-making under uncertainty, with applications in financial engineering, network resilience, and renewable energy systems. He also contributes to multidisciplinary optimization and cooperative control. His work bridges applied mathematics, engineering, and operations research. The most recent publications reflect a strong trend in risk-averse optimization under uncertainty, especially in network structures, energy systems, and combinatorial problems. His work integrates advanced mathematical modeling, stochastic programming, and computational algorithms. Topics frequently include risk measures like CVaR, p-cone programming, and PDE-constrained optimization with stochastic inputs. Scientific Awards and Honors: Diploma in the Competition of Young Scientists and Students for the Best Research Project, National Academy of Sciences of Ukraine, Spring 1997 Soros Student Award, International Soros Science and Education Program, Fall 1994 Scholarship for scientific and academic achievements, National Academy of Sciences of Ukraine, Spring 1994 Air Force Summer Faculty Fellowship Award (multiple years: 2011, 2012, 2014, 2018, 2019) NRC Senior Research Associateship Award, National Research Council, Spring 2015 Donald E. Bently Faculty Fellowship of Engineering, University of Iowa, Fall 2013 Recognition for Excellence in Teaching, College of Engineering, University of Iowa (2010, 2013) Dr. Krokhmal has been actively involved in advising graduate students and leading research projects funded by agencies such as the Air Force Office of Scientific Research. His collaborations span across institutions and disciplines, including work with researchers at the University of Florida, University of Iowa, and military research labs. He has served on editorial boards and contributed to academic leadership through journal editorials and peer review. His research is conducted within interdisciplinary teams focusing on optimization, risk modeling, and complex systems. These teams often involve mathematical modeling, algorithm development, and simulation for real-world applications in defense, energy, and infrastructure resilience.

Hossein RastgoftarView profile

Assistant Professor

• Swarm Robotics
• System Autonomy
• Human-Robotic Interaction
• +7 more

Hossein Rastgoftar is an Assistant Professor in the Department of Aerospace and Mechanical Engineering and the Department of Electrical and Computer Engineering at the University of Arizona, College of Engineering. He is also a member of the Graduate Faculty, contributing to interdisciplinary research and education in autonomy, robotics, and intelligent systems. Education: PhD in Mechanical Engineering, Drexel University, Philadelphia, PA MS in Mechanical Engineering, University of Central Florida, Orlando, FL (Mechanical Systems and Solid Mechanics) BS in Mechanical Engineering - Thermo-Fluids Rastgoftar's research focuses on swarm robotics, system autonomy, human-robotic interaction, UAS traffic management, and intelligent transportation systems . He develops physics-inspired models such as continuum deformation and fluid flow navigation for multi-agent coordination, with applications in urban air mobility, disaster response, and traffic congestion control. His work emphasizes safety, resilience, and formal verification in autonomous systems. His recent publications (2023–2025) reveal a strong trend in safety-critical planning for human-UAS collaboration, decentralized swarm control, and formal methods for traffic and airspace management . He frequently integrates machine learning, optimal control, and multi-agent coordination to solve real-world challenges in urban environments and emergency response. Scientific Awards: No awards listed in the provided text. Rastgoftar has advised students and leads a research group focused on autonomy and multi-agent systems. He teaches AME 455: Control System Design and has been involved in projects related to UAV coordination, payload transport, and traffic modeling. His lab work includes experimental validation of continuum deformation and swarm coordination algorithms using quadcopter teams. Labs and Research Teams: His research involves experimental evaluation of multi-agent systems, particularly quadcopter teams, using fluid flow and continuum deformation models. He collaborates with researchers at the University of Michigan and Villanova, and his work often bridges aerospace, mechanical, and electrical engineering disciplines.

Parvin BayatiView profile

Academic

• Soft Matter Physics
• Active Matter
• Nonequilibrium Systems
• +4 more

Parvin Bayati is an **Assistant Research Professor** in the Department of Chemistry at Penn State University. She is affiliated with the Mallory Research Group and has held postdoctoral positions at Harvard University, Université Paris-Saclay, and Penn State. Her research focuses on theoretical and computational soft matter physics, particularly nonequilibrium systems like active matter and deformable interfaces. **Education**: B.Sc. in Physics, University of Zanjan (2007) M.Sc. in Condensed Matter Physics, Institute for Advanced Studies in Basic Sciences (2010) Ph.D. in Physics, University of Zanjan (2017) Sabbatical at Max Planck Institute for Intelligent Systems (2016) **Research Interests**: Combines particle-based simulations (e.g., Brownian dynamics), continuum theory (hydrodynamics), and physics-informed neural networks (PINNs) to model complex fluids, colloidal suspensions, and biological systems. Recent work includes studies on active Brownian particles, surfactant dynamics, and phoretic Janus particles. **Awards**: 2024 Research Grant, Harvard University 2017 INSF Postdoctoral Fellowship 2016 MSRT Guest Researcher Fellowship 2010 Iranian Nano-Science Foundation Award **Labs/Teams**: Active member of the Mallory Lab, focusing on interdisciplinary soft matter research.

Sarah Cassie BurnettView profile

Adjunct Assistant Professor

• Fluid Dynamics
• Machine Learning
• Data Assimilation
• +5 more

Sarah Cassie Burnett is a Hedrick Assistant Adjunct Professor at the University of California, Los Angeles (UCLA), Department of Mathematics. Her research focuses on fluid dynamics, machine learning, and data assimilation, with emphasis on experimental and computational studies of geophysical fluid dynamics, particularly in the context of the Three-Meter Spherical Couette experiment. She holds a PhD from the University of Maryland and has conducted post-baccalaureate research at Los Alamos National Laboratory. Her work integrates numerical methods, nonlinear modeling, and experimental validation in dynamo flows and particle-laden systems. Education: B.S. in Applied Math and B.A. in Physics from University of North Carolina at Chapel Hill (summa cum laude). PhD in Applied Mathematics, Statistics, and Scientific Computing from University of Maryland. Post-baccalaureate studies at Los Alamos National Laboratory and research collaborations at ISTerre (Grenoble, France) and Lathrop Lab. Research interests include: computational fluid dynamics, magnetohydrodynamics, granular flow modeling, and data-driven approaches for geophysical systems. She has pioneered studies on particle-laden thin-film flows, bidisperse system separation, and dynamo experiments simulating Earth's core dynamics. Recent work emphasizes fluid dynamics visualization through the APS Gallery of Fluid Motion and explores instrumentation optimization for spherical Couette experiments. Teaching includes programming courses (PIC series) and applied mathematics modules at UCLA. Awards: NSF Graduate Fellowship, L'Oréal For Women in STEM Postdoc Fellowship, George A. Snow Memorial Award Outreach: Directed Girls Talk Math summer program at UMD, promoting STEM equity through media and mentorship Grants: NSF GROW Award, Wylie Dissertation Fellowship Labs/Teams: Principal researcher in UCLA Mathematics Department's fluid dynamics group. Collaborator with Lathrop Nonlinear Dynamics Lab and ISTerre.

Adina PusokView profile

Research Fellow

• Computational Geodynamics
• Magma Dynamics
• Tectonic Plate Boundary Processes
• +3 more

Adina Pusok is a Royal Society University Research Fellow at the Department of Earth Sciences, University of Oxford, affiliated with Wolfson College. Her research focuses on computational geodynamics, particularly the interaction between magma dynamics and tectonic processes at plate boundaries. She develops numerical models to study melt generation, lithosphere deformation, and mantle flow. Pusok holds a DPhil in Geophysics from Johannes Gutenberg University (Mainz) and a MEarthSci from the University of Oxford. Education DPhil. Natural Sciences - Geophysics, Johannes Gutenberg University, Mainz (2012–2016) MEarthSci. Earth Sciences, University of Oxford (2008–2012) Research Interests Her work combines theoretical and computational approaches to model magma-lithosphere interactions, including processes like small-scale convection, dyke/sill emplacement, and thermochemical evolution of magma. She leads the OceanMelt project (Royal Society URF) and contributed to the ERC-funded RIFT-O-MAT project on magma-assisted tectonics. Pusok's models explore how magmatism shapes oceanic and continental rifts through advanced numerical frameworks. Software Contributions She co-developed the FD-PDE framework (PETSc-based) for magma dynamics simulations and contributed to the LaMEM code for thermo-mechanical geodynamics. These tools are used to model processes like melt extraction, lithosphere extension, and mid-ocean ridge dynamics. Awards Royal Society University Research Fellowship (2024–present) Advising & Grants Pusok's research is supported by the Royal Society and ERC. Her team's work on RIFT-O-MAT advanced numerical tools for understanding magma-tectonic interactions. Current projects focus on inefficient melt transport mechanisms and their implications for lithosphere architecture. Labs/Teams Part of the FoaLab research group, which conducts interdisciplinary studies on lithosphere dynamics and magma processes.

• Environmental Chemistry
• Nanomaterials
• Surface Forces
• +7 more

Joan E Curry is a Professor in the Department of Environmental Science at the University of Arizona's College of Agriculture and Life Sciences (CALS). She specializes in environmental chemistry, nanomaterials, and surface forces, with extensive research on biosurfactants, bacterial deposition patterns, and colloidal interactions. Her teaching focuses on environmental chemistry, organic chemistry, and science education, with courses like ENVS 340 and ENVS 210 spanning over two decades. Dr. Curry's research explores topics such as rhamnolipid biosurfactant applications, ion flotation of rare earth elements, and evaporative deposition of bacteria. She has received multiple awards for teaching excellence, including the Provost's Award for Innovation in Teaching (2019) and the David E. Cox Faculty Teaching Award (2016). Her work integrates experimental and computational methods, often involving collaborations with engineers and biologists. Her scholarly contributions span over 30 publications since 1992, with notable work on monolayer compressibility, green rust mineralogy, and synthetic biology applications. Curry's lab focuses on environmental remediation technologies and sustainable materials science.

Mohamed MekkiView profile

Research Fellow

• Network Management
• 5G and 6G Networks
• Cloud and Edge Computing
• +4 more

Mohamed Mekki is a Postdoctoral Research Fellow in the Communication Systems Department at EURECOM, Sophia-Antipolis, France, specializing in zero-touch network automation for 5G/6G systems. He completed his PhD at EURECOM in July 2024 under Professor Adlen Ksentini's supervision, following a 2020 Computer Systems Engineering degree from the National School of Computer Science in Algiers and an internship on 5G network slice supervision. Education: PhD in Communication Systems, EURECOM (2024) Computer Systems Engineering, National School of Computer Science, Algiers (2020) Dr. Mekki's research pioneers AI-driven network management, focusing on Explainable AI (XAI) and Large Language Models (LLMs) to enhance trustworthiness in 6G automation. His work addresses critical challenges in cloud-edge continuum management, microservices resilience, and network slicing performance. Key contributions include frameworks for stateful microservice lifecycle management, fine-grained resource autoscaling, and scalable monitoring architectures validated in containerized multi-cluster environments. His six publications (2021-2025) reveal an evolutionary trajectory from foundational 5G slicing monitoring toward advanced AI integration for 6G. The research consistently bridges theoretical AI models with practical network requirements, emphasizing resilience in distributed systems and granular resource control across cloud-edge infrastructures. Scientific Awards: No documented awards or fellowships Advising and Grants: No current student supervision or major grant leadership is indicated; collaborative work suggests participation in EURECOM's industry-partnered projects and European research initiatives focused on 5G/6G validation. Labs and Teams: Dr. Mekki operates within EURECOM's Communication Systems research group alongside Professor Adlen Ksentini, Bouziane Brik, and Christos Verikoukis, contributing to European testbeds for next-generation network management solutions.

Michel Beaudouin-LafonView profile

Professor

• Human-Computer Interaction
• Interactive Systems
• Collaborative Computing
• +7 more

Michel Beaudouin-Lafon is a Professor of Computer Science at Université Paris-Saclay, affiliated with LISN (Laboratoire Interdisciplinaire des Sciences du Numériques), a joint lab between Université Paris-Saclay, CNRS, and Inria. He is also a member of the French Academy of Sciences, a senior fellow of the Institut Universitaire de France, and an ACM Fellow. He currently serves as deputy director of LISN and chairs the ACM Europe Technology Policy Committee. He previously directed LRI, the former computer science laboratory of Université Paris-Sud. His research interests are centered on human-computer interaction, with a focus on instrumental interaction , generative theories of interaction , interaction substrates , and collaborative computing . He has pioneered novel interaction techniques involving gesture, sound, and multi-surface environments, notably through the WILD project. His theoretical work aims to unify principles of interaction beyond traditional application boundaries. The recent publications of Michel Beaudouin-Lafon reflect a consistent focus on foundational aspects of interaction, including interaction histories, cross-document workflows, and the design of substrates that support flexible and powerful user tools. His work bridges theoretical modeling with practical system design, often exploring how users reason with and through digital tools. Themes of collaboration, consistency, and cognitive support run through his recent research. His scientific honors include: CNRS Silver Medal ACM Fellow (2022) ACM SIGCHI Lifetime Service Award ERC Advanced Grant and Proof-of-Concept Grant Senior Fellow, Institut Universitaire de France Member, French Academy of Sciences Michel Beaudouin-Lafon has advised over 35 PhD students, including Ignacio Avellino, Germán Leiva, and Wanyu (Abby) Liu. He has led major research infrastructure projects such as Digiscope and CONTINUUM , and is a co-director of the 38M€ eNSEMBLE project on the future of digital collaboration. He founded the Francophone HCI association AFIHM and has held numerous leadership roles in ACM and SIGCHI, including Technical Program Co-chair of CHI 2013 and editorial board membership for ACM TOCHI and ACM Books. His research is conducted within the Ex-Situ group, a joint research team between LISN, CNRS, and Inria, which focuses on situated and instrumental interaction. The group explores how users interact with complex systems across multiple devices and contexts, emphasizing continuity, traceability, and cognitive support.

• Computational Materials Science
• Phase-Field Modeling
• Multifunctional Materials
• +5 more

Jiamian Hu is an Assistant Professor in the Department of Materials Science & Engineering at the University of Wisconsin-Madison. He specializes in computational modeling of material microstructure evolution and properties using phase-field techniques, focusing on multifunctional materials with coupling effects such as magnetostrictive, piezoelectric, ferroelectric, magnetoelectric, and caloric materials, as well as ion transport in solid electrolytes. PhD, Tsinghua University (2013) BS, Sichuan University (2008) His research develops continuum theories and phase-field models to understand how microstructures influence coupling effects and transport properties, while also applying these models for computational materials design. Recent work explores terahertz dynamics in ferroelectrics and hybrid magnon-phonon systems. 2023 NSF CAREER Award 2022 American Ceramic Society Robert L. Coble Award for Young Scholars 2021 Vilas Associate Award 2021 WARF Innovation Award 2020 ACS PRF Doctoral New Investigator Award 2015 MRS Postdoctoral Award 2012 American Ceramic Society Graduate Excellence Award 2011 MRS Graduate Student Gold Award He teaches graduate courses like M S & E 660 - Mesoscale Modeling of Materials and advises master's/PhD students through M S & E 790/990 thesis courses. His computational work bridges fundamental understanding with experimental guidance.

• Land Surface Processes
• Climate Science
• Remote Sensing
• +9 more

Patrick C. McGuire is a Research Fellow at the University of Reading's Department of Meteorology and National Centre for Atmospheric Science (NCAS), where he has worked since 2017. His research spans terrestrial climate science and planetary exploration, with dual appointments reflecting his interdisciplinary work in the Department of Meteorology and formerly in Geography & Environmental Science. McGuire's primary research interests focus on land surface processes and climate science, remote sensing and atmospheric correction of orbital imaging data, Mars and planetary science, and computer vision applications. He leads advanced modeling efforts using JULES (Joint UK Land Environment Simulator) and the Unified Model for global land surface simulations, with recent emphasis on crop modeling in the Peruvian Andes using AquaCrop under climate change scenarios. His work integrates CORDEX and CHELSA downscaled climate data with advanced modeling techniques. His research portfolio demonstrates remarkable breadth, connecting terrestrial climate modeling with Mars exploration through projects like the 'Cyborg Astrobiologist' computer vision system. Current collaborations include the EXPECT project for regional climate explanation, CROPP for climate resilience in Peru, SPLICE for canopy light interactions, and multiple Global Carbon Project initiatives including TRENDY MIPs. McGuire has made significant contributions to Mars mission data analysis, particularly with CRISM instrument atmospheric correction algorithms. SciVal top-five highly-cited author at Reading (128 citations/paper, 2019-2024) NASA Tech Brief and NTR Software Awards for Mars imaging technology Humboldt Research Fellowship (2008-2010) Multiple Weather Game contest placements at Reading (2021-2024) As an active mentor, McGuire advised Nikita Agrawal's wildfire prediction project that won 3rd place at the Regeneron International Science & Engineering Fair. He regularly serves as a journal referee for Geoscientific Model Development, Water, Atmosphere, and Nature Geoscience, and participates in numerous model intercomparison projects including TRENDY, European Drought 2018 MIP, and Soil Parameter MIP. His laboratory work centers on the Land Surface Processes research cluster, utilizing the CEDA JASMIN supercomputing infrastructure for large-scale climate simulations and evaluation through tools like ILAMB and AutoAssess.

Lisa KlassonView profile

Senior Lecturer

• Evolutionary Biology
• Comparative Genomics
• Symbiosis
• +3 more

Lisa Klasson serves as Senior Lecturer at Uppsala University's Department of Cell and Molecular Biology, where she leads research in microbial genomics and evolutionary biology. She currently directs the Master's program in Bioinformatics, bridging computational and biological sciences. Her research focuses on comparative genomics of insect-associated bacterial symbionts , particularly Wolbachia and Coxiella, investigating evolutionary forces shaping host-symbiont interactions. Using whole genome sequencing , transcriptomics , and comparative genomic analyses , she examines genome reduction mechanisms, horizontal gene transfer, and symbiont-induced speciation phenomena. Key interests include Wolbachia's role in cytoplasmic incompatibility, endosymbiont genome stability after host transfers, and evolutionary transitions along the parasitism-mutualism continuum. Analysis of her 15 most recent publications reveals dominant themes in Drosophila-Wolbachia coevolution (73% of works), with significant contributions to understanding mitochondrial introgression (2023), genome expansion exceptions (2019), and reticulate evolution (2024). Her work consistently employs advanced genomic methodologies to dissect symbiotic mechanisms across evolutionary timescales. Lisa actively contributes to academic leadership as Program Director for the Bioinformatics Master's program, shaping next-generation genomic scientists. Her collaborative research spans international institutions, with frequent co-authorship with Drosophila and symbiosis specialists. Her laboratory investigates evolutionary impacts of symbionts on host genomes through transcriptomic and genomic approaches, maintaining focus on Wolbachia-Drosophila systems while expanding to Coxiella-tick models. Current projects include analyzing horizontal gene transfer dynamics and symbiont-mediated speciation mechanisms.

• Calculus of Variations
• Multiscale Methods
• Atomistic Models
• +4 more

Dr. Leonard Kreutz is a Researcher at the Department of Mathematics , Technical University of Munich (TUM), leading an Emmy Noether Junior Research Group since 2023. He has held postdoctoral positions at Carnegie Mellon University, WWU Münster, and Universität Wien, and was an acting professor at TUM in 2019. Education: PhD (2018) from Gran Sasso Science Institute, Honors Master (2014) and Bachelor (2013) in Mathematics at TUM. Research Interests: His work focuses on the Calculus of Variations , Multiscale Methods , and Discrete-to-Continuum Limits , particularly in modeling crystallization, elastic materials with voids, and topological singularities in spin systems. He explores free-discontinuity problems and geometric rigidity in variable domains. Publications span 2023–2017, emphasizing atomistic models , nonlinear elasticity , and homogenization across mathematics, materials science, and physics. Collaborative projects with leading experts like M. Cicalese and A. Braides dominate his output. Scientific Award: Emmy Noether Junior Research Group Grant (2023–present). Collaborations include institutions such as Carnegie Mellon University, WWU Münster, and the University of Vienna. His research intersects with groups focused on Mathematical Finance , Numerical Analysis , and Quantum Information Theory at TUM.

• Electromagnetic Theory
• Inverse Scattering Problems
• Computational Electromagnetics
• +3 more

Prof. Tanju YELKENCİ is an academic who continues his work in electromagnetic theory and forward and inverse scattering problems within the Faculty of Engineering , Department of Electrical and Electronics Engineering . His research bridges theoretical electromagnetics with practical applications in radiation safety and computational modeling. Education Licence (1982-1986): Yıldız Technical University, Department of Electrical Engineering. Master's (1986-1989): Istanbul Technical University, Electronics and Communications Program. Doctorate (1994-1999): Technische Universitaet Wien (Vienna Technical University), Faculty of Electrotechnics. His research focuses on numerical methods in electromagnetics , including specific absorption rate (SAR) analysis for mobile phone radiation, inverse scattering problems in complex geometries, and electromagnetic safety standards . Recent publications highlight his work on computational models for iron slags and inverse scattering in waveguide structures .

Daniel ŘíhaView profile

Assistant Professor

• Interactive Media
• Videogame Studies
• Serious Games
• +1 more

Daniel Říha serves as Assistant Professor at the Department of Theory of Art and Artworks within the Faculty of Humanities, Charles University Prague, holding this position continuously since 2005. His academic foundation includes a Ph.D. (2002) and M.A. (1998) from Charles University's Institute of Information Studies and Librarianship, with doctoral research focusing on collaborative hypermedia environments for scientific communication. His research program integrates Interactive Media, Videogame Studies, Serious Games, and Virtual Reality through interdisciplinary lenses spanning computer science, art theory, and education. Current investigations examine cutscene functionality in game information systems, VR applications in sexuality research, and multi-touch exhibition design, reflecting sustained engagement with digital knowledge representation since his early work on 3D virtual libraries. Analysis of his 15 most recent publications (2009-2016) reveals consistent thematic evolution toward applied interactive systems, with growing emphasis on therapeutic and educational implementations of virtual environments. His editorial leadership across 12 interdisciplinary volumes demonstrates significant influence in cyberculture and game studies discourse. 2003 Winner of Kunst am Bau International Art Competition for Virtual 3-D Library project As Principal Investigator for Czech Ministry of Education grants (2004-2005) and team member for Czech Grant Agency (2016-2018) and Ministry of Culture projects (2012-2015), he has secured substantial research funding. His academic leadership extends to founding Charles University's New Media Studies discipline and MED Comparative Media Research Group, plus international roles including Director of Publications at Inter-Disciplinary Press (2010-2012) and Cyber Hub Leader (2008-2016). Through projects like the Virtual Museum of Phototelegraphy and INVIPO distance education infrastructure, he has established collaborative networks connecting Czech academic institutions with German, Dutch, Swedish, and Polish universities, operationalizing his theoretical work in international educational contexts.

• Structural Mechanics
• Civil Engineering
• Nonlinear Dynamics
• +3 more

Róbert Németh is an Associate Professor at the Department of Mechanics of Supporting Structures, Faculty of Civil Engineering, Budapest University of Technology and Economics. He teaches courses in Biomechanics, Engineering Mechanics, and Finite Element Methods, with a focus on nonlinear structural analysis. Biomechanics (BMEEOTMOM04) Engineering Mechanics (BMEEOTMAMM1) Finite Element Method for Civil Engineers (BMEEOTMMS51) His research explores nonlinear dynamics, structural modeling, and vibration analysis of elastic systems. Key themes include piecewise linear elasticity, seismic response in masonry structures, and continuum mechanics. Recent publications highlight trends in nonlinear structural dynamics, finite element modeling, and mechanical behavior of elastic filaments. Awards include DAAD scholarships and the Dr. Imre Korányi Civil Engineering Scholarship. DAAD scholarship (1999, 2001) Dr. Imre Korányi Civil Engineering Scholarship (2004-2005) Németh has been involved in academic service, including the Faculty Study Committee and Society for Industrial and Applied Mathematics (SIAM). His teaching spans multiple mechanics disciplines in Hungarian, German, and English.