Find Academic Supervisors

Chris DonahueView profile

Assistant Professor

• Artificial Intelligence
• Machine Learning
• Music Technology
• +5 more

Chris Donahue is an Assistant Professor in the Computer Science Department at Carnegie Mellon University . He also serves as a part-time Research Scientist at Google DeepMind on the Magenta team. His work focuses on leveraging generative AI to enhance human creativity, particularly in music. Education: PhD in Computer Science (UC San Diego), Postdoctoral Scholar (Stanford University) His research spans controllable generative modeling of music and audio , with a focus on real-time interactive systems. Projects like Piano Genie , Beat Sage , and Copilot Arena demonstrate his commitment to real-world deployment. His Generative Creativity Lab (G-CLef) explores AI applications beyond music, including programming and natural language. Recent publications highlight advancements in multimodal music evaluation , real-time adaptation , and AI-driven sound morphing . He co-developed Magenta RealTime , an open-weight real-time music generation model, and MusicFX DJ Mode . Scientific Awards: Best Paper Award (top 1) at NAACL Student Research Workshop 2025 Best Paper Award (top 1% of submissions) at CHI 2025 Best Paper Runner-up at ISMIR 2021 He co-advises PhD students like Wayne Chi (NDSEG Fellow) and mentors Irmak Bukey . His lab receives support from the AIxArts incubator fund at CMU .

Tianyi ZhangView profile

Assistant Professor

• Artificial Intelligence
• Machine Learning
• Natural Language Processing
• +4 more

Tianyi Zhang is a Tenure-Track Assistant Professor in the Department of Computer Science at Purdue University, part of the College of Science. He leads the Human-Centered Software Systems Lab, focusing on AI-driven systems that synergize human expertise with machine intelligence to enhance programming productivity and software reliability. Prior to Purdue, he was a Postdoctoral Fellow at Harvard University under Dr. Elena Glassman and earned his Ph.D. from UCLA (2019) and B.Sc. from Huazhong University of Science and Technology (2013). Education: Ph.D. in Computer Science, University of California, Los Angeles (2019) Bachelor's in Computer Science, Huazhong University of Science and Technology (2013) Research Interests: His work spans Software Engineering, Human-Computer Interaction, and AI. Key areas include program synthesis, interactive debugging tools, autonomous driving system testing, and mitigating biases in AI models. He develops systems like Interpretable Program Synthesis and SQLucid to bridge human and machine intelligence. Recent Trends in Publications: Recent work emphasizes human-in-the-loop AI, including mixed-initiative systems for data wrangling (Dango), interactive program repair, and bias analysis in text representations (STILE). He also explores challenges in autonomous driving testing and LLM-based code generation errors. Awards & Grants: NSF Career Award (2024) Amazon Research Award Showalter Trust Research Award for pre-diabetes research $1.5M NSF grant for software supply chain security Best Paper Honorable Mentions at CHI and VAHC Advising & Teams: Supervises 12+ PhD/Master's students and 30+ research interns. Notable advisees include Bonan Kou (API misuse studies) and Yuan Tian (text-to-SQL systems). Collaborates with Harvard Medical School on healthcare data analysis. Labs & Initiatives: Directs Purdue's Human-Centered Software Systems Lab. Co-founded the Societal Impact Fellows program. Active in open-source projects like Examplore for API usage visualization and JShrink for Java debloating.

Marla KellerView profile

Professor

• HIV Prevention in Women
• Vaginal Microbicides
• Pre-Exposure Prophylaxis (PrEP)
• +4 more

Dr. Marla Keller is a tenured Professor of Medicine and Obstetrics & Gynecology at Albert Einstein College of Medicine, currently serving as Executive Dean and holder of the Jacob and Jeanne Barkey Chair in Medicine. Director, NIH-funded Harold and Muriel Block Institute for Clinical and Translational Research Interim Senior Associate Dean for Clinical and Translational Research Vice Chair of Research for Department of Medicine Dr. Keller's research focuses on: Biomedical HIV prevention strategies Vaginal microbicide development PrEP implementation in women Cervical cancer screening in HIV+ women Immune responses to SARS-CoV-2 COVID-19 clinical trials Her recent publications emphasize: HPV infection and cervical precancer Vaginal microbiome interactions PrEP delivery systems HIV/HSV coinfection dynamics Convalescent plasma therapy Metronidazole treatment response Key scientific awards include: Infectious Disease Mentoring Award (2013) COVID-19 Distinguished Service Award (2021) Spirit of Achievement Changemaker Award (2023) New York Super Doctor (2011-2015)

Todd OakleyView profile

Professor

• Evolution
• Bioluminescence
• Convergent Evolution
• +7 more

Todd Oakley is a Professor and Department Chair of the Department of Ecology, Evolution, and Marine Biology (EEMB) at the University of California, Santa Barbara (UCSB). He joined the faculty in 2003 and currently serves as Vice Chair of resources for EEMB, while also being a member of UCSB’s Marine Science Institute. His academic career includes a BS and MS from the University of Wisconsin-Milwaukee, a PhD in Biological Sciences from Duke University, and an NIH-NRSA postdoctoral fellowship at the University of Chicago. His research focuses on the origins and evolution of complex traits, particularly visual systems and bioluminescence in marine invertebrates. The lab investigates four main paths: (1) the evolutionary origins of vision and light-interacting genes, (2) diversification of arthropod eye designs, (3) convergent evolution in mollusks like octopuses and chitons, and (4) genetic drivers of ecological interactions in algae relevant to biofuel production. Notable tools developed include the Osiris Galaxy workflow for phylogenomic analysis and the CoMET plug-in for character evolution modeling. Dr. Oakley has advised over 17 students, including graduate and undergraduate researchers, many of whom have pursued postdoctoral or academic roles. His scientific contributions include the NIH-NRSA postdoctoral fellowship and over 119 peer-reviewed publications, often leveraging phylogenetics and genomics to address evolutionary questions. Collaborators include institutions like University of Chicago, UC-Davis, and international centers such as the University of Tartu and Museum Victoria. The lab emphasizes interdisciplinary approaches, combining fieldwork, molecular techniques, and computational biology.

Anna-Maria MeisterView profile

Professor

• History of Modern Architecture
• History of Science and Technology
• Material Histories
• +5 more

Anna-Maria Meister is a Professor at the Karlsruhe Institute of Technology (KIT) and Lise Meitner Group Leader at the Kunsthistorisches Institut in Florenz (KHI), a Max Planck Institute. Her work bridges histories of architecture and technology, focusing on the political, social, and aesthetic consequences of design processes and standardized systems. Born from PhD at Princeton, Master's at Columbia, and Diploma at TUM Co-director of saai Archive for Architecture and Engineering Executive Board Member of 'Das große kleine Haus' housing cooperative Research Focus: Investigates 'coded objects' as intersections of design, bureaucracy, and technology, including: Proto-algorithmic thinking in pre-digital architecture Metadata's role in archival knowledge systems Material consequences of standardization regimes Entangled temporalities in design processes Her article trends (2020–2025) reveal cross-disciplinary analysis of: Material epistemologies in 20th-century Germany Algorithmic traces in modernist pedagogies Archival fragility as design method Postwar normative design systems Scientific Awards & Roles: Lise Meitner Fellowship (2022–present) Max Planck Institute for the History of Science Fellow (2020s) Co-curator of 'Radical Pedagogies' research project Advising & Collaborations: Co-director of saai Archive (KIT) with international impact DFG-funded Impact Research Network Collaboration with Center for Critical Studies in Architecture (CCSA)

• Contemporary Music
• Solo Violin Repertoire
• Performance Anxiety
• +3 more

Ioana Galu serves as Associate Professor of Violin and Viola in the Department of Music at the University of South Dakota, directing the Violin/Viola Studio and performing with the Rawlins Piano Trio. Previously on faculty at Heidelberg University (2004-2016) and The College of Wooster (2014-2016), she maintains active roles with the Eastern Music Festival since 2004 and co-founded the Romanian-American chamber music festival 'American Musicians in Transylvania'. Her educational background includes: Doctor of Musical Arts in Contemporary Music, Bowling Green State University (2012) Artist Diploma in Violin Performance, University of Cincinnati College-Conservatory of Music (2011) Master of Music in Violin Performance, Bowling Green State University (2003) Master of Music in Violin Performance and Chamber Music, Gheorghe Dima Music Academy, Romania (1999) Bachelor of Music in Violin Performance and Pedagogy, Gheorghe Dima Music Academy (1998) Dr. Galu's research examines Contemporary Music performance practices, Solo Violin Repertoire interpretation, Injury Prevention methodologies, and Performance Anxiety management. Her work bridges technical mastery with expressive artistry, focusing on physical sustainability and psychological resilience for string musicians through practical pedagogical frameworks. Recent scholarly presentations reveal evolving interests in efficient practice systems, bowing mechanics, and the socio-artistic dimensions of performance. She increasingly explores mindfulness applications, genre-crossing repertoire, and recovery of women composers' works, demonstrating commitment to both technical innovation and social relevance in string performance. Notable awards include The American Prize in Chamber Music (2022), Chamber Music Community Engagement Award (2009), and multiple competition prizes from George Enescu Violin Competition (1996) to CCM Concerto Competition (2004). As advisor and grant recipient, she directs the Rawlins Piano Trio with four consecutive South Dakota Arts Council Touring Arts Roster grants (2018-2026). Her leadership extends to Music4Romania board membership and co-founding initiatives promoting Romanian-American cultural exchange. Dr. Galu performs as concertmaster for multiple orchestras and maintains active chamber music collaborations, notably through her festival work connecting Transylvanian and American artists.

Panagiotis KyriakoulakosView profile

Assistant Professor

• Computer Animation
• Digital Media
• Applied Aesthetics of Animation
• +4 more

Panagiotis Kyriakoulakos is an Assistant Professor in Computer Animation at the Department of Product and Systems Design Engineering, University of the Aegean. He previously served as Lecturer at the same department (2010-2018) and Adjunct Lecturer at Paris 1 University (1987-1992). His academic career spans over 35 years with expertise in digital arts, animation, and new media. Education: Electrical Engineering (Aristotle University of Thessaloniki), DEA in Cinema/Television (Paris I), PhD in Art Sciences (Paris X). Professional Experience: Managing Director at Post Reality (1994-2006), New Media Director at PLD Production (2006-2010), awarded SCAM (1991) and Chevalier des Palmes Academiques (2014). Research Focus: Creative processes in animation, digital aesthetics, interactive systems, and cultural heritage projects like ARCHEOGUIDE and HIST3D. His research explores intersections between technology and artistic expression, emphasizing entrepreneurship in creative industries. Key contributions include the first Greek 30-minute computer-animated TV special Alexandra Meets the Space Toons (2003) and the Homeweb VOD platform pilot (2010). Dr. Kyriakoulakos coordinates the XARTS International Conference/School since 2013 and leads the Interactive Systems Design Lab. His work bridges academic research with practical applications through projects like the HIST3D framework and Paris-based research grants (2013). Awards: SCAM Video Magazine Editor Award (1991), Paris Research Grant (2013), French Academic Palms (2014). Labs/Teams: Interactive Systems Design Lab (since 2000), XARTS Conference Leadership. Publications: Over 30 articles, 3 books including 70 Years of Greek Animation (2016) and foundational texts on animation techniques.

Götz GresserView profile

Professor

• Technical Textiles
• Fiber-Reinforced Composites
• Coreless Filament Winding
• +5 more

Götz Gresser is a Professor at the Institute for Textile and Fiber Technologies (ITFT) , affiliated with the University of Stuttgart . He serves as Principal Investigator in the Integrative Computational Design and Construction for Architecture (IntCDC) cluster and Director of the German Institutes for Textile and Fiber Research Denkendorf (DITF) . His work spans technical textiles, fiber-reinforced composites, and adaptive architectural systems. Experience in textile value chain research Focus on coreless filament winding and bio-inspired compliant mechanisms Developed adaptive façades with integrated photovoltaics (FlectoSol, Flexafold) Contributed to planetary sunshade concepts for climate mitigation Research Trends : His recent publications emphasize coreless filament winding for lightweight structures pneumatically actuated adaptive systems integration of sensors and feedback in composite manufacturing space-based applications of fiber composites digital fabrication workflows sustainable material systems

• Building Information Modeling (BIM)
• Construction Project Management
• Sustainable Construction
• +4 more

Ki Pyung Kim is a Senior Lecturer at the University of South Australia (UniSA STEM) , specializing in Building Information Modeling (BIM) , Construction Project Management , and Sustainable Construction technologies. His work bridges digital engineering tools with practical applications in infrastructure, housing refurbishment, and smart city development. Research Interests: BIM integration with Design for Manufacture and Assembly (DfMA) Digital twin applications in modular construction Social risk management for smart cities Life cycle assessment (LCA) of sustainable housing Productivity optimization in BIM-enabled environments Scientific Trends: His recent publications emphasize BIM’s role in sustainability, including waste reduction, carbon footprint analysis, and digital workflows for adaptable building systems. He explores blockchain applications in housing safety diagnostics and investigates global challenges in scaling prefabrication technologies.

• Multiple Myeloma
• Bone Cancer Research
• Stem Cell Biology
• +3 more

Andrew Zannettino is the Executive Dean of the Faculty of Health and Medical Sciences at the University of Adelaide. He holds the academic rank of Professor of Experimental Haematology and co-directs the Myeloma Research Laboratory at SAHMRI. His research focuses on multiple myeloma, bone cancer, and mesenchymal stem cell biology, with significant contributions to patents underlying Mesoblast Ltd's regenerative therapies. He has led over AUD $35 million in grants, including NHMRC, ARC, and industry-funded projects. Key achievements include identifying mechanisms of myeloma-associated bone loss, developing novel biomarkers, and pioneering stem cell therapies. He actively collaborates with global institutions and serves on advisory boards for Myeloma Australia and AusHealth Pty Ltd. Education: Advanced qualifications in Haematology and Molecular Biology (details not explicitly provided). Research Interests: Myeloma pathogenesis, stem cell therapeutics, bone microenvironment, and clinical translation. Awards: Over 300 publications, H-index 73, and recognition as a NHMRC Grant Review Panel member. Grants: Extensive funding from NHMRC, Cancer Australia, and industry partners like Novartis and Mesoblast. His leadership roles include chairing research committees and strategic initiatives at the University of Adelaide. Professional activities include global conference presentations and editorial roles in top journals.

Ronald SadoffView profile

Associate Professor

• Screen Scoring
• Film Music Composition
• Music Education
• +4 more

Ronald Sadoff is an Associate Professor of Music and Music Education at New York University's Steinhardt School, and Director/Founder of NYU's Screen Scoring programs. He pioneered curriculum development for BM, MM, and PhD degrees in Screen Scoring, and led departmental initiatives as Chair of Music and Performing Arts Professions (2014–2019). His work includes strategic partnerships with NYU Tisch's film programs, NYU Paris/Prague campuses, and collaborations with institutions like IRCAM and École Normale Cortot. As a composer, Sadoff has scored Academy Award-winning films (e.g., The Moon and The Son ) and Emmy-nominated documentaries (e.g., Daughters of the Troubles ). His music appears in CNN's Obama Revealed and public radio broadcasts like What's On Your Mind? . He co-founded the NYU/ASCAP Film Scoring Workshop with Buddy Baker, now a cornerstone for industry training. Research interests include film music pedagogy, post-production practices, and digital media sound design. He co-edits the Music and the Moving Image journal and authored influential articles on music editing roles and collaborative modalities in digital scoring. His work bridges academic scholarship and industry practice through conferences, publications, and interdisciplinary collaborations. Notable contributions include co-editing The Routledge Companion to Screen Music and Sound (2017) and serving on advisory boards for the World Soundtrack Awards. Sadoff’s legacy spans film composition, education innovation, and fostering global networks in screen music through NYU’s expanding LA programs and international initiatives.

Dag SjøbergView profile

Professor

• Software Engineering
• System Development
• IT Systems
• +12 more

Dag Sjøberg is a Professor at the Department of Informatics (Ifi), University of Oslo . He also holds a part-time position at SINTEF Digital . His research focuses on empirical software engineering with emphasis on development processes , agile methodologies , technical debt , and programming skill assessment . Research Interests: Empirical methods (controlled experiments, case studies) Construct validity frameworks Agile and Lean practices Microservices architecture Software quality and maintainability Scientific Achievements: Led Simula Research Laboratory's Software Engineering department ranked #1 globally (2004-2008) Developed Guidelines for Construct Validity in software engineering research Extensive publication record in top venues like IEEE Transactions and Journal of Systems and Software Academic Background: Cand.scient. in Informatics (University of Oslo, 1987) PhD in Software Engineering (University of Glasgow, 1993) Professional Involvement: Co-founder and board member of three IT companies Former research director at Simula Research Laboratory (2001-2008) Current head of the Programming and Software Engineering research section at Ifi

Fatemeh VafaeeView profile

Associate Professor

• Artificial Intelligence
• Machine Learning
• Systems Biology
• +5 more

Associate Professor Fatemeh Vafaee is a leading researcher at the University of New South Wales (UNSW) , holding appointments as Associate Professor in the School of Biotechnology and Biomolecular Sciences (BABS) and Deputy Director (Science) of the UNSW AI Institute . She previously served as Deputy Director of the UNSW Data Science Hub (uDASH) and has held academic positions at the University of Toronto and the University of Sydney. PhD in Artificial Intelligence from University of Illinois at Chicago Postdoctoral Fellowships at University of Toronto and University of Sydney Founded the AI-Enhanced Biomedicine Laboratory in 2017 Her research focuses on deploying advanced AI techniques to address biomedical challenges through: Biomarker Discovery for cancer and neurodegenerative diseases Single-Cell Multi-Omics data integration and analysis Computational Drug Repositioning and network pharmacology Multi-Omics Data Fusion and temporal network modeling Recent publications demonstrate expertise in liquid biopsy development , single-cell imaging , and AI-driven cancer diagnostics . Her methodological contributions include novel deep learning architectures for omics data analysis and graph neural networks for drug synergy prediction. Scientific accolades include: Winner, Women in AI Asia-Pacific Health Award (2023) Runner-Up, WAI-APAC Innovator of the Year (2023) Top 10 Women in AI in Asia-Pacific (2023) Australian Bioinformatics and Computational Biology Society Research Excellence Award (2023) She supervises PhD candidates across computational biomedicine and AI in healthcare , with significant grant achievements exceeding $17M in competitive funding, including schemes from ARC Discovery , NHMRC , and Medical Research Future Fund .

• Weed Science
• Herbicide Resistance
• Plant Identification
• +4 more

Erin Hill, Ph.D., is a Weed Science Diagnostician at Michigan State University (MSU) within the Department of Plant, Soil and Microbial Sciences, part of the College of Agriculture & Natural Resources. She holds a B.S. in Plant Biology from the University of Michigan and M.S. and Ph.D. degrees in Horticulture and Crop and Soil Science from MSU. Her role involves diagnosing abiotic plant stress, herbicide-related injury, and herbicide resistance, alongside providing weed control recommendations and collaborating on plant identification initiatives. She also teaches two weed science courses: Introduction to Weed Management (CSS126) and the Weed Science Laboratory (CSS226L), managing the weed identification garden at the Hancock Turfgrass Research Center. Her research focuses on herbicide resistance screening, abiotic stress analysis, and outreach activities related to weed identification and management. Her recent publications emphasize herbicide misuse prevention, regional weed resistance trends, and innovative identification techniques like app-based diagnostics. She has contributed to over 50 counties across Michigan through extension services, addressing diverse agricultural and horticultural challenges. Dr. Hill’s work bridges academic research and practical application, with a strong emphasis on farmer education and sustainable practices. Her articles highlight themes such as herbicide resistance management, invasive species control, and integrated pest management strategies. She is actively involved in MSU Plant & Pest Diagnostics and collaborates with the Turfgrass Program to enhance agricultural and environmental outcomes.

Vaibhav SinghView profile

Research Fellow

• Typographic History
• Printing and Publishing
• Textual Communication Design
• +3 more

Dr. Vaibhav Singh is a Visiting Research Fellow at the University of Reading, specializing in typographic history, printing, and publishing with a focus on Indian language scripts and their sociopolitical contexts. His current project, 'Merchants of alphabets: networks of typographic design and technology in Indian language publishing, 1900–1950,' examines how typographic design influenced linguistic diversity in Indian publishing pre-independence. He holds a PhD in typographic design from the University of Reading, alongside qualifications in book history, English literature, and visual communication. His research explores transnational networks in design and technology, emphasizing how creative and commercial collaborations across geographies shaped multilingual publishing. Key themes include technological modernity, nationalism, and the interplay between design practices and social structures. Singh has exhibited widely, including works on global newspaper design, non-Latin type transitions, and historical print artifacts. Publications span technical journals like Hiut: Typography Journal and edited volumes such as Non-Latin scripts: from metal to digital type . His work bridges material culture, technological history, and cultural studies, with a focus on understudied areas like colonial typography and pre-digital publishing workflows.