Find Academic Supervisors

• Graph Representation Learning
• Graph Neural Networks
• Deep Generative Models
• +5 more

Jian Tang is an Assistant Professor at HEC Montréal and a core member of the Montreal Institute for Learning Algorithms (MILA). His research focuses on graph representation learning, generative models, and their applications in drug discovery and material science. Prior to this, he was a postdoctoral researcher at the University of Michigan and Carnegie Mellon University, and a researcher at Microsoft Research Asia (2014-2016). He has received several prestigious recognitions, including the Canada CIFAR Artificial Intelligence Chairs (CCAI Chair) and best paper nominations at WWW’16. His work on LINE (WWW’15) was recognized as the most cited paper in its year. Tang’s research spans theoretical foundations and practical systems, such as GraphVite for scalable graph embedding and TorchDrug for drug discovery. Key research interests include geometric deep learning for molecular structures, generative models for protein design, and neural-symbolic reasoning for knowledge graphs. He actively collaborates with leading biological labs and leverages industry partnerships for GPU resources. Recent publications emphasize molecular property prediction, 3D conformation generation, and algorithmic reasoning frameworks. He has secured grants from IBM/MILA, Amazon, and the National Research Council Canada, supporting projects like molecular pretraining and geometric representation learning. Tang teaches courses on graph representation learning and deep learning, and mentors a vibrant team of PhD and master’s students. His lab has developed impactful software tools like LINE, PTE, and LargeVis, widely used in the research community.

Alfons Oude LansinkView profile

Professor

• Dynamic Technical and Economic Efficiency
• Productivity Analysis
• Sustainable Food Supply Chains
• +7 more

Alfons Oude Lansink is a Professor and Chairholder in Business Economics at Wageningen University, Netherlands. He holds adjunct professorships at Universitas Padjadjaran (Indonesia) and the University of Florida (USA), and serves on the Dutch Ministry of Agriculture's CDM committee and Rabobank's scientific advisory board. His academic career spans roles as director of Wageningen School of Social Sciences (WASS) and Secretary-General of the European Association of Agricultural Economists. Education: MSc and PhD in Agricultural Economics from Wageningen University Leadership: Head of Business Economics group since 2003 His research focuses on dynamic technical and economic efficiency , sustainable performance of food supply chains , and economics of plant health . Recent work examines climate adaptation strategies, circular economy applications, and cross-border agri-food innovation dynamics using advanced econometric models. Key projects include MINDSTEP (modeling farm decisions), Closing the Loop (insect-based agriculture), and Food Pro-tec-ts (transboundary food technologies). Publications address topics like: Technical efficiency in dairy and arable farming Economic impacts of climate change on agriculture Corporate social responsibility in food manufacturing Policy evaluation for biogas and organic farming He serves as: Secretary/Treasurer of agricultural economics journal foundation Advisor to Universitas Padjadjaran (Indonesia) on policy and PhD supervision Editorial board member of Agronomy Journal and European Review of Agricultural Economics

• Heterogeneous Catalysis
• Catalyst Synthesis
• Lignin Depolymerization
• +7 more

An Verberckmoes is an Associate Professor at Ghent University in the Faculty of Engineering and Architecture, specifically within the Department of Materials, Textiles and Chemical Engineering. She is affiliated with multiple research units including the Biomolecules Center for Sustainable Chemistry, ChemTech Materials, and the Industrial Catalysis and Adsorption Technology group. Her research expertise centers on heterogeneous catalysis with a strong focus on sustainable chemical processes. Dr. Verberckmoes specializes in catalyst synthesis, particularly zeolite-based catalysts for bio-alcohol conversion and lignin valorization. Her work bridges fundamental catalyst design with practical applications in biomass conversion, aiming to develop more efficient and environmentally friendly processes for producing renewable chemicals and materials. Analysis of her recent publications (2024-2025) reveals a dominant research trajectory focused on lignin depolymerization technologies, with particular emphasis on catalytic approaches using noble and non-noble metals. She has made significant contributions to understanding reaction mechanisms in zeolite catalysis, especially for dehydration reactions of bio-alcohols to valuable chemicals like butadiene. Her work often combines experimental approaches with kinetic modeling to optimize both catalyst performance and process conditions. Dr. Verberckmoes collaborates extensively within Ghent University and with external partners on projects related to sustainable chemistry and biomass conversion. Her research group appears to focus on developing integrated approaches that combine catalyst design, process engineering, and advanced analytical techniques to advance lignin valorization and sustainable chemical production.

Charles WinterView profile

Professor

• Synthetic Organometallic Chemistry
• Materials Chemistry
• Nanoparticles
• +4 more

Charles Winter is a Professor in the Department of Chemistry at Wayne State University, affiliated with the College of Liberal Arts and Sciences. His research focuses on synthetic organometallic/inorganic chemistry, materials chemistry, nanoparticles, and thin film growth via atomic layer deposition (ALD) and chemical vapor deposition (CVD). He leads the Winter Group, collaborating with institutions like Helsinki University of Technology and Duke University. Education: B.S. from Hope College (1982), Ph.D. in Chemistry from University of Minnesota (1986), followed by an NIH postdoctoral fellowship at University of Utah (1986–1988). Research interests include precursor development for ALD of metal oxides/nitrides, surface chemistry of nanoparticles (e.g., silicon nanocrystals), and energetic materials using nitrogen-rich ligands. Recent work explores metastable materials synthesis via ALD and thermal stability of strontium/barium/lanthanide complexes. Key collaborations include ALD experiments with Prof. Lauri Niinistö in Finland and engineering partnerships for silicon nanoparticle applications. Students participate in internships and cross-institutional projects. Courses taught include Advanced Inorganic Chemistry (CHM 7010), Organometallic Chemistry (CHM 6090/7090), and seminars in Inorganic Chemistry (CHM 8820).

• Transport Modelling
• Economic Analysis of Transport
• Sustainable Transportation
• +3 more

Anders Karlström is a Professor at KTH Royal Institute of Technology, specializing in Transport Modelling and Economics. His research focuses on sustainable transportation systems, emissions reduction, and energy efficiency. Key interests include activity-based modelling, dynamic discrete choice frameworks, and policy analysis for urban mobility. He has contributed to studies on travel behavior, infrastructure planning, and environmental impacts of transport systems across multiple international cities. His work integrates advanced methodologies such as recursive logit models, spatial regression, and machine learning for predictive analytics. Notable research areas involve evaluating weather variability effects on travel patterns, optimizing traffic state estimation with sensor data, and developing scenario-based models for future employment growth. Karlström collaborates with industries to enhance the competitiveness of sustainable transport solutions globally.

Prashant MaliView profile

Professor

• Genome Engineering
• RNA Editing
• Stem Cell Research
• +4 more

Prashant Mali is a Professor in the Department of Bioengineering at the University of California, San Diego . His research bridges genome engineering, RNA biology, and biomedical applications, with a focus on CRISPR-Cas systems and ADAR-mediated RNA editing. Education : Ph.D. in Bioengineering Key Affiliations : UC San Diego, Altman Clinical and Translational Research Institute Dr. Mali's work centers on CRISPR-Cas9 technology , RNA editing , and human pluripotent stem cells . His lab develops tools for programmable gene regulation, synthetic lethal screens, and metabolic pathway analysis in disease contexts. Recent publications highlight innovations in circular RNA engineering , ADAR activity mapping , and metabolic reprogramming in cancer . His team employs multi-omics approaches and in vivo models to translate genome editing into clinical applications. Students and Collaborators Current Lab Members : Sami Nourreddine (Postdoc), Amir Dailamy (Graduate), Andrew Portell (Graduate), Michael Tong (Graduate) Alumni : Kyle Ford (PhD 2022), Nathan Palmer (PhD 2022), Udit Parekh (PhD 2021) Research Themes CRISPR Screens : Synthetic lethal interactions, oncogenic pathways, metabolic vulnerabilities RNA Editing : ADAR engineering, circular guide RNAs, clinical translation Tissue Engineering : Vascularized organoids, cardiac maturation, ex vivo models

Yi ZhengView profile

Associate Professor

• Nanoscale thermal transport
• Renewable energy harvesting
• Thermophotovoltaics
• +6 more

Yi Zheng is an Associate Professor in the Department of Mechanical and Industrial Engineering at Northeastern University, where he directs the Nano Energy Laboratory. He previously held positions at the University of Rhode Island before joining Northeastern in 2019. His research focuses on nanoscale thermal transport, renewable energy systems, photon-based cooling, and sustainable materials derived from biomass. Zheng serves on editorial boards for Scientific Reports and Journal of Photonics for Energy , and actively participates in conferences like ASME IMECE. He holds a PhD in Mechanical Engineering from Columbia University (2015), with earlier degrees from Columbia and Tsinghua University. Education: Ph.D., Mechanical Engineering, Columbia University (2015) M.S., Mechanical Engineering, Columbia University (2011) B.S., Mechanical Engineering, Tsinghua University (2009) Research Interests: Prof. Zheng’s work bridges nanotechnology and energy systems, emphasizing novel materials for thermal management, radiative cooling, and sustainable energy harvesting. His lab develops biomass-derived composites for solar desalination, thermophotovoltaics, and smart cooling paints. Key projects include ultra-dark solar absorbers, phase-change material-based thermal devices, and recyclable cellulose-based materials. Grants & Awards: 2024 ASME Rising Star Award 2019 NSF CAREER Award 2025 NASA Glenn Faculty Fellow 3M Non-Tenured Faculty Award (2022) Labs/Teams: The Nano Energy Laboratory at Northeastern collaborates internationally on projects like photonics-enabled biosensors and adaptive radiative cooling systems. Recent innovations include self-cleaning cellulose composites and cooling paints for urban heat reduction.

Peter WellsView profile

Associate Professor

• Heterogeneous Catalysis
• Operando Spectroscopy
• Nanoparticle Design
• +3 more

Professor Peter Wells is an Associate Professor at the University of Southampton, with a joint appointment at Diamond Light Source. His research focuses on operando spectroscopy, heterogeneous catalysis, and nanoparticle design. He coordinates the CHEM3054 module on Inorganic Materials Chemistry and holds a Fellow accreditation from the Higher Education Academy. Education: MChem in Chemistry (University of Surrey, 2003) PhD in tailored metal nanoparticle preparation and characterization (University of Southampton, 2007) His research integrates advanced X-ray techniques (e.g., X-ray absorption spectroscopy) with computational methods like DFT simulations to study catalyst dynamics. Key areas include stabilizing structural changes in palladium nanoparticles and designing nanoparticle catalysts for sustainable chemical production from waste biomass. He collaborates with the UK Catalysis Hub and serves on peer-review panels for Diamond Light Source and the Swiss Light Source. Active Research Projects (EPSRC): Core Equipment 2024 (£1.26M, PI) Nitridic and Carbidic Pd Nanoparticles for Directed Catalysis Peter supervises multiple PhD students in Chemistry and actively mentors researchers through collaborative grants. His work bridges experimental and theoretical approaches to catalysis, emphasizing real-time structural analysis under operational conditions.

Pedro VilaçaView profile

Professor

• Welding Technology
• Solid-State Manufacturing
• Non-Destructive Testing (NDT)
• +6 more

Pedro Vilaça is a **Professor and Head of the Department of Energy and Mechanical Engineering** at **Aalto University's School of Engineering**, Finland. Previously, he worked at the Instituto Superior Técnico (Técnico), University of Lisbon, Portugal (1995–2013). His research focuses on **welding technology**, **solid-state manufacturing**, **non-destructive testing (NDT)**, **hydrogen-related materials science**, and **materials safety**, with applications in energy and aeronautics sectors. He leads R&D teams and has collaborated globally, contributing to 142+ publications (h-index 32 via Scopus). **Research Interests**: Advanced welding techniques (e.g., friction stir welding), hydrogen embrittlement in steels, supercapacitor materials, and smart composites. He has pioneered methods for **zero-material-loss welding** and **self-sensing metallic materials**. **Key Projects**: Led initiatives like **THEWFuelCells** (fuel cell welding innovations) and **EARLY/Vilaca** (hydrogen damage assessment). His work aligns with **UN Sustainable Development Goals**, emphasizing renewable energy storage and industrial sustainability. **Awards**: 2011 Eng. Cruz Azevedo Award for outstanding research in Mecânica Experimental. **Collaborations**: Active in international networks, including the International Institute of Welding and European research consortia. He has organized conferences, reviewed patents, and advised doctoral students globally. **Recent Articles**: Focus on corrosion-resistant materials, piezoelectric composites, and hydrogen-induced failure in steels. His 2023–2025 work emphasizes energy storage innovations and advanced joining technologies. **Grants**: Principal investigator for projects funded by Business Finland, EU EIT, and Academy of Finland. **Labs/Teams**: Oversees Aalto’s mechanical engineering research teams and collaborates with institutions like Helmholtz-Zentrum Geesthacht.

• Additive Manufacturing
• Biomechanics
• Medical Devices
• +2 more

Connor Myant is Reader in Digital Manufacturing Systems at Imperial College London's Dyson School of Design Engineering, where he leads the Advanced Manufacturing Group. He holds a PhD from Imperial College (2010) and teaches courses in Solid Mechanics and Design for Additive Manufacture. His research advances multi-material 3D printing technologies with applications in medical devices, energy-absorbing structures, and functional composites. Current projects focus on open-source 5-axis printing platforms and stiffness-matched implants. Publication themes include: Medical device customization Nanocomposite material development Biomechanical optimization Industrial 3D printing systems

• 3D Printing
• Ceramic Materials
• Sustainable Materials
• +3 more

Julian Jauk is a Researcher at the Institute for Architecture and Media, TU Graz. His work focuses on innovative material systems, digital fabrication, and sustainable architectural design. He explores the integration of clay composites, mycelium-based materials, and knitted structures with advanced manufacturing techniques like 3D printing. Key research themes include lightweight ceramic structures, biocomposite materials, and computational design methodologies. His research emphasizes material-driven innovation, structural optimization, and environmental sustainability. Notable projects include MyCera (clay-mycelium composites) and ClayKnit (3D-printed clay-knitted hybrids). He also investigates mixed reality tools for architectural sketching and kinetic architectural prototypes. Publications from 2021–2024 highlight trends in bio-based materials, additive manufacturing, and material-property analysis. His work bridges traditional craftsmanship with cutting-edge digital fabrication, aiming to redefine sustainable building practices.

Titu AndreescuView profile

Associate Professor

• Mathematics Education
• Problem Solving
• Diophantine Equations
• +3 more

Titu Andreescu is a retired Associate Professor in the Science/Mathematics Education Department at the University of Texas at Dallas (UTD), affiliated with the School of Natural Sciences and Mathematics. He holds a Ph.D., M.S., and B.A. in Mathematics from the University of West Timisoara, Romania. His research focuses on enhancing mathematics education through problem-solving initiatives, particularly via AwesomeMath—a program encompassing summer camps, correspondence courses, and journals for gifted students. He specializes in Diophantine Analysis, particularly quadratic equations and their applications in advanced mathematics. Andreescu has authored numerous publications, including textbooks like Complex Numbers from A to Z and contributed to Olympiad problem design for competitions such as the IMO and W.L. Putnam. He has received prestigious awards, including the Edith May Sliffe Award and led the U.S. IMO team to historic victories, including a first-place finish in 1994. His professional roles include directing the Mathematical Olympiad Summer Program (MOSP) and serving as a coach for national teams in Romania and the U.S. Key projects include keynote speaking at international math camps and consulting for competitions. He has secured grants totaling over $800,000 for mathematics education initiatives, including funding from Akamai Technologies and the U.S. Army Research Office.

Jacob MackenzieView profile

Associate Professor

• Photonics
• Solid-State Lasers
• Waveguide Amplifiers
• +7 more

Jacob Mackenzie is an Associate Professor at the University of Southampton's Faculty of Engineering and Physical Sciences , affiliated with the Optoelectronics Research Centre (ORC) and Zepler Institute. His work spans advanced laser physics and photonics, focusing on efficient solid-state systems via planar waveguide geometries and cryogenic cooling for power scaling. Research interests: Waveguide amplifiers, cryogenically cooled lasers, ultra-fast compact lasers Key applications: Materials processing, space-borne LIDAR, silicon photonics Research Themes include innovative gain media engineering, thermal management, and spectroscopic optimization. His group explores non-standard laser transitions to expand accessible wavelengths and power regimes in continuous-wave (CW) and pulsed configurations. Publications highlight advancements in resonant waveguide gratings, thermal performance metrics, high-repetition rate systems, and optical coating durability. These align with his leadership in high-power laser design and novel manufacturing techniques. Scientific Awards Royal Academy of Engineering Postdoctoral Fellow (2004) Senior Member of the Optical Society (OSA) PhD Supervision includes Isaac Brock, Georgia Mourkioti, and Sahar Alidousti. He also mentors postgraduate students through technical workshops and co-teaches Photonics II (ELEC3217) for undergraduates. External Roles encompass invited speaking (2020), journal reviewing (2021-2022), and chairing conferences like the 10TH EPS-QEOD EUROPHOTON CONFERENCE (2022).

• Computer Graphics
• Computer Vision
• Human-Computer Interaction
• +7 more

Changjian Li is an Assistant Professor in the School of Informatics at the University of Edinburgh. He leads the GraphViX Group (Graphics, Vision and X) and is a member of the Institute of Perception, Action and Behaviour (IPAB). His research spans computer graphics, computer vision, and human-computer interaction with a focus on 3D generation and analysis. Education: Bachelor's Degree from Shandong University (2014) Ph.D. from the University of Hong Kong (2019) under Prof. Wenping Wang Postdoc at University College London (UCL) with Prof. Niloy Mitra Starting Researcher position at Inria with Dr. Adrien Bousseau Research Interests: Changjian's research focuses on sketch-based 3D modeling, CAD modeling, point cloud processing, and medical imaging applications. He develops systems that bridge intuitive sketching with precise CAD workflows, enhances 3D animation pipelines, and applies neural methods to sparse medical data reconstruction. Scientific Recognition: Best Paper Honorable Mention Award (MICCAI 2021) CADTalk selected as Highlight (CVPR 2024 top 10%) ACM SIGGRAPH Asia 2018 cover image selection ACM SIGGRAPH Asia 2015 technical paper highlight CVPR 2019 poster highlighted in 'Computer Vision News' Advising & Collaborations: He mentors postdocs and PhD students including Duolikun Danier, Haocheng Yuan, Ankan Bhunia, and Lei Zhong. Former advisees include Salvatore Esposito (now at Edinburgh), Guangshun Wei (Shandong University), and Mingjun Yang (University of Melbourne). Collaborates with Oisin Mac Aodha, Hakan Bilen, and Niloy Mitra. Professional Service: Currently serves as Associate Editor for IEEE TVCG and participates in program committees for SIGGRAPH Asia, SIGGRAPH, EuroGraphics, and Geometry Design and Computing (GDC) conferences.

Seth HerzonView profile

Professor

• Organic Synthesis
• Natural Products Chemistry
• DNA Damage and Repair
• +7 more

Seth Herzon is the Milton Harris '29 Ph.D. Professor of Chemistry at Yale University, with joint appointments in the Departments of Pharmacology and Therapeutic Radiology at the Yale School of Medicine. He is also a Member of the Yale Cancer Center and co-founder of Modifi Biosciences, which was acquired by Merck in Fall 2024. Herzon joined Yale in 2008 after completing his PhD at Harvard University and an NIH postdoctoral fellowship at the University of Illinois, Urbana-Champaign. Her research focuses on organic synthesis with an emphasis on the molecular mechanisms of action of DNA-damaging compounds, particularly anticancer and microbiome-derived natural products. His laboratory has made significant contributions to understanding colibactin, a gut microbiome metabolite that induces colorectal cancer, and has developed novel chemotherapies targeting DNA repair defects in tumors. His work spans synthetic chemistry, chemical biology, and translational medicine, with projects ranging from total synthesis of complex natural products to developing antibacterial agents. His recent publications reveal a strong trend toward microbiome-cancer interactions, particularly focusing on colibactin's role in carcinogenesis, alongside continued innovation in synthetic methodology and therapeutic development for drug-resistant cancers. His work bridges fundamental chemistry with clinical applications, particularly in cancer therapeutics. Among his numerous accolades are the NSF CAREER Award, Searle Scholar Award, Packard Fellowship, Sloan Fellowship, Arthur C. Cope Scholar Award, and the 2024 Yale Cancer Center Class of '61 Cancer Research Award. He served as Associate Editor for The Journal of Organic Chemistry from 2018-2023 and was a member of the United States Defense Science Study Group from 2018-2019. Herzon has mentored numerous PhD students and postdoctoral researchers who have gone on to successful careers in academia and industry. His laboratory at Yale continues to be at the forefront of chemical research with significant translational impact, particularly in cancer drug discovery. The lab maintains active collaborations with researchers across Yale, including in pharmacology, radiobiology, and cancer biology.