جست‌وجوی استاد و پژوهشگر

David Duvenaudمشاهده پروفایل

دانشیار

• Machine Learning
• Generative Models
• Bayesian Inference
• +۵ مورد دیگر

David Duvenaud is an Associate Professor at the University of Toronto , holding a Canada Research Chair in Generative Models and a Schwartz Reisman Chair in Technology and Society . He is cross-appointed to the Department of Computer Science and Department of Statistical Sciences . A Sloan Research Fellow and founding member of the Vector Institute , his work bridges deep probabilistic models , AI safety , and scientific computing . PhD in Machine Learning (University of Cambridge, 2014) Postdoc in Hyperparameter Optimization (Harvard University, 2016) Co-founded Invenia (energy forecasting company) His research spans foundational Neural Ordinary Differential Equations (NeurIPS 2018 Best Paper) and Automatic Chemical Design (ACS Central Science 2018) to recent work on AGI governance (2025) and AI safety (2024). Key contributions include stochastic variational inference , implicit differentiation frameworks , and antisymmetrization layers for quantum Monte Carlo. Recent publications (2024-2025) focus on systemic existential risks from AI , many-shot jailbreaking attacks , and epistemic uncertainty quantification . His group trains energy-based models with scalable MCMC samplers and develops invertible neural architectures (e.g., Residual Flows NeurIPS 2019). He also explores human-AI alignment through LLM Processes (NeurIPS 2024) and Sycophancy in Language Models (ICLR 2024). Canada Research Chair (2025) NSERC Grant (2025) Sloan Research Fellow (2021) Schwartz Reisman Chair (2021) Best Paper Award (NeurIPS 2018) Distinguished Paper Award (ICFP 2021) His students include James Requeima , Jesse Bettencourt , and Raymond Douglas . He teaches courses on Statistical Methods for Machine Learning and Differentiable Inference . Current work (2025) investigates systemic human disempowerment through incremental AI capabilities and sabotage risk mitigation via hyperparameter-aware evaluations.

Bernhard J. Bergerمشاهده پروفایل

مدرس

• Software Security
• Static Code Analysis
• Machine Learning
• +۴ مورد دیگر

Bernhard J. Berger is a Lecturer in the Department of Computer Engineering at the Institute of Embedded Systems, Hamburg University of Technology (TUHH). His research focuses on software security, static code analysis, machine learning, optimization, and research data management. He has held significant roles such as Program Committee member for ICPC 2025 and MSR 2025, and has received awards including the Best Reviewer Award (ICPC 2023) and Best Engineering Paper Award (SCAM 2019). His work spans interdisciplinary applications including maritime systems security, GPU-accelerated AI, and evolutionary algorithms. Recent studies emphasize AI-driven security tools (e.g., ML-SAST) and domain-specific language approaches to optimization (EvoAl). He has contributed to over 30 peer-reviewed publications, with notable work in IEEE Transactions on Software Engineering and Science of Computer Programming. Berger collaborates closely with industry through DAAD review committees and serves on artifact evaluation boards for ISSTA and ARES conferences. Education: Doctoral Thesis (2022), Diploma in Computer Science (2007) Key Projects: ArchSec tool suite, Threat Modeling Frameworks, Bauhaus static analysis methodology Lab Affiliation: Embedded Systems Design Group His advisory roles include Deputy of TUHH's Election Verification Committee and Session Chair at IEEE Congress on Evolutionary Computation 2023. Current research trends integrate machine learning with static analysis for automated vulnerability detection, while also exploring explainable AI techniques for neural network optimization.

Farhan Ranaمشاهده پروفایل

استاد

• Semiconductor Optoelectronics
• Graphene and 2D Materials
• Terahertz Devices
• +۵ مورد دیگر

Farhan Rana is the Joseph P. Ripley Professor of Electrical and Computer Engineering at Cornell University. He earned his BS, MS, and PhD from MIT and leads the Semiconductor Optoelectronics Group at Cornell, focusing on graphene, 2D materials, and semiconductor nanostructures. His research bridges experimental condensed matter physics and optoelectronic device engineering. Current Research Focus Ultrafast Spectroscopy Terahertz Microphotonics Quantum Optics Plasmonics and Nanostructures His group specializes in graphene optoelectronics , terahertz devices , and ultrafast semiconductor lasers . Recent work explores valley-dependent optical phenomena, exciton dynamics, and plasmon-phonon interactions in 2D materials. Key trends in his publications include graphene plasmonics , MoS2 photodetectors , and terahertz spectroscopy . He has contributed to foundational studies on carrier relaxation in graphene and quantum cascade lasers . 3× Michael A. Tien Excellence in Teaching Award (2006, 2010, 2017) NSF Career Award (2004) DARPA Young Faculty Investigator (2008) IEEE 'Most Downloaded Paper' (2008) MRS Best Paper Ribbon (2004) His students have received prestigious fellowships and awards, with alumni like Jared Strait (National Defense Science Fellowship) and Haining Wang (Cornell Best PhD Thesis). The group actively mentors graduate and undergraduate researchers.

Ben Fischمشاهده پروفایل

استادیار

• Cryptography
• Distributed Systems
• Blockchain Technology
• +۵ مورد دیگر

Ben Fisch is an Assistant Professor of Computer Science at Yale University's School of Engineering & Applied Science. He is also the co-founder of Espresso Systems, a company focused on blockchain infrastructure. His research focuses on privacy and verifiability in decentralized systems like Bitcoin and Ethereum, with applications in digital finance and healthcare. Dr. Fisch received his B.A. from the University of Pennsylvania and completed his Ph.D. at Stanford University, where he worked with Dan Boneh in the applied cryptography research group. His educational background provided the foundation for his work at the intersection of cryptography, distributed systems, and economics. His research centers on leveraging cryptographic tools such as succinct non-interactive zero-knowledge proofs (zk-SNARKs), private information retrieval, and homomorphic encryption to address challenges in verifiable computation, verifiable storage, and verifiable fairness. He has made significant contributions to verifiable delay functions (VDFs) and proofs of replication, which have been adopted by major blockchain projects including Ethereum 2.0, Chia, and Filecoin. His work on Filecoin's Proofs of Replication has helped the network reach over 1.5 exabytes of storage capacity. His publication record shows a clear trend toward increasingly sophisticated cryptographic protocols for blockchain applications, with recent work focusing on data availability for Bitcoin rollups, efficient folding schemes for pairing-based arguments, and privacy pools with proof-carrying disclosures. His research bridges theoretical cryptography with practical implementations that have real-world impact in decentralized systems. His notable recognition includes: Best Paper Finalist at ACM CCS 2017 for 'Iron: Functional Encryption using Intel SGX' Dr. Fisch's research has led to significant technology transfer, most notably with his work on Verifiable Delay Functions (VDFs) sparking a multimillion dollar industry initiative through the VDF Alliance. His research on Proofs of Replication forms the basis of Filecoin's incentive layer and consensus protocol. His newer SNARK system Basefold is being used by several commercial products. He maintains active collaborations across academia and industry, with publications spanning top conferences in cryptography and security. As co-founder of Espresso Systems, Dr. Fisch leads a team developing next-generation blockchain infrastructure, particularly focusing on sequencing layers for rollups. His work bridges academic research with practical implementation, ensuring that theoretical advances in cryptography find real-world applications in decentralized systems.

• Secure Decentralized Systems
• Blockchain Technology
• Systems Security
• +۳ مورد دیگر

Prof. Bryan Ford leads the Decentralized/Distributed Systems (DEDIS) lab at EPFL. He focuses on secure decentralized systems, including blockchain technology, privacy, and systems security. He earned his Ph.D. from MIT and held faculty positions at Yale University and EPFL. His work spans distributed consensus protocols, peer-to-peer networking, and privacy-preserving systems. Key projects include QuePaxa (timeout-free consensus), UIA (global connectivity for mobile devices), and MedCo (secure healthcare data sharing). He advises numerous PhD students and contributes to open-source projects like Bitcoin collective signing and privacy networks like Riffle. Education: Ph.D., MIT; Postdoctoral work at Yale Research interests include blockchain scalability, consensus algorithms, and cryptographic privacy. His lab develops systems like TRIP for coercion-resistant voting and F3B to mitigate blockchain front-running. His work on NAT traversal and peer-to-peer protocols (e.g., STUN/ICE) remains foundational in network architecture. He emphasizes practical, auditable security solutions such as CertiKOS and atomic cross-chain transactions (Atom). Notable contributions: CoSi (collective signing), OmniLedger (sharded blockchain), and privacy-preserving protocols like PURBs (Protected Unsealable Recursive Boxes). His lab collaborates with Swiss Post to audit e-voting systems and designs democratic cryptocurrencies like PoPCoin.

Julia A. Mundyمشاهده پروفایل

دانشیار

• Quantum Materials
• Molecular-Beam Epitaxy (MBE)
• Thin Film Synthesis
• +۵ مورد دیگر

Julia A. Mundy is the John L. Loeb Associate Professor of the Natural Sciences and Engineering and Applied Sciences at Harvard University. Her research focuses on designing quantum materials at the atomic scale using molecular-beam epitaxy (MBE) to synthesize metastable thin films. She leads the Mundy Group, which explores superconductors, frustrated magnets, and oxide interfaces for quantum and energy applications. Her work bridges materials synthesis, characterization, and fundamental physics. Affiliations: Harvard University, School of Engineering and Applied Sciences, Applied Physics Department Labs: Mundy Group (LISE 7th floor) Research interests include MBE growth of novel oxides, thin film superconductors, and 2D electronic systems. She has pioneered methods for creating room-temperature multiferroics and discovered superconductivity in layered nickelates. Her group uses advanced tools like aberration-corrected electron microscopy and synchrotron-based spectroscopy. Key achievements include the 2024 Moore Inventor Fellowship, NSF CAREER Award, and Packard Fellowship. Her work on transparent superconductors and fluoride-ion battery materials highlights interdisciplinary impact. Notable Grants: DOE Early Career Award, NSF MRI funding for LEEM/PEEM microscopy Team: 15+ current members including graduate students, postdocs, and undergraduates

• Cryptography
• Information Security
• Cryptographic Automation
• +۳ مورد دیگر

Christina L. Garman is an Assistant Professor in the Department of Computer Science at Purdue University, where she joined in Spring 2018. Her research focuses on practical cryptography and cryptographic automation to make secure system development accessible to non-experts through error-resistant design methodologies. Her educational background includes: Bachelor of Science in Computer Science and Engineering from Bucknell University (2011) Bachelor of Arts in Mathematics from Bucknell University (2011) Master of Science in Engineering in Computer Science from Johns Hopkins University (2013) Doctor of Philosophy in Computer Science from Johns Hopkins University (2017) Professor Garman's work centers on real-world cryptographic system security, spanning protocol analysis (e.g., RC4 in TLS, Apple iMessage flaws), decentralized anonymous systems (Zerocash/ZCash), and cryptographic automation. She pioneered techniques for removing human error in cryptographic deployments through automated tools and frameworks. Her research bridges theoretical cryptography with practical implementation challenges in privacy-preserving technologies and secure infrastructure. Analysis of her 2021-2025 publications reveals expanding research horizons: hardware security vulnerabilities (Rowhammer, SGX), privacy network enhancements (Tor onion services), software supply chain security (SBOM tools), and advanced cryptographic protocols (zkSNARKs, MPC). This evolution demonstrates consistent focus on real-world security impact while diversifying into hardware-software cross-layer threats and formal verification methods for cryptographic implementations. Her major scientific recognitions include: NSF CAREER Award (2021) for cryptographic automation research ACM CCS Best Paper Award (2016) for iMessage security analysis IEEE Test of Time Award (2024) for foundational Zerocash work Professor Garman co-founded ZCash, a privacy-focused cryptocurrency based on her Zerocash protocol, and her NSF CAREER grant supports cryptographic automation development. Her research has received significant media coverage in The Washington Post, Wired, and The New York Times, highlighting real-world relevance. While specific student advising details aren't public, her active publication record indicates ongoing mentorship of graduate researchers in security and cryptography. Her work maintains strong industry connections through ZCash development and Tor network contributions, with recent projects like keyless CDNs demonstrating practical applications of cryptographic automation. She remains a leading voice in cryptographic research communities through conference participation and collaborative projects addressing evolving security challenges.

Justine Sherryمشاهده پروفایل

استادیار

• Computer Networking
• Networked Systems
• Middleboxes
• +۵ مورد دیگر

Justine Sherry is the A. Nico Habermann Associate Professor of Computer Science at Carnegie Mellon University, affiliated with the College of Engineering. She holds a PhD (2016) and MS (2012) from UC Berkeley and a BS/BA (2010) from the University of Washington. Her research focuses on networked systems, including middleboxes, cloud computing, congestion control, and hardware acceleration (e.g., SmartNICs/FPGAs). Notable projects include Pigasus (open-source 100Gbps IDS), APLOMB (cloud-based middlebox scaling), and BlindBox (encrypted traffic scanning). Her academic roles include serving on the SIGCOMM CARES Committee, DARPA ISAT Study Group, and ACM CoNEXT Steering Committee. Awards include the Alfred P. Sloan Fellowship, VMware Systems Award, and IETF Applied Networking Prize. She advises over 15 students and collaborates with industry partners like Intel and VMware. Research highlights include radical shifts in datacenter architectures (SmartNIC compute control), fairness in congestion algorithms (BBR analysis), and database-proxy innovations (Tigger with eBPF). Her teaching emphasizes systems as science labs, integrating experimental design and hypothesis testing into projects. Education: PhD UC Berkeley (2016), MS UC Berkeley (2012), BS/BA University of Washington (2010) Labs/Teams: CyLab, SNAP Research Group, CMU Portugal Collaboration Grants: NSF, Intel, Google Faculty Awards

Jun Liuمشاهده پروفایل

استادیار

• Advanced energy materials
• Nano/micro-mechanics
• Self-powered electronics and systems
• +۲ مورد دیگر

Jun Liu is an Assistant Professor in the Department of Mechanical and Aerospace Engineering at the School of Engineering and Applied Sciences, University at Buffalo. His research focuses on advanced energy materials, nano/micro-mechanics, and self-powered systems, with applications in triboelectric energy harvesting and scanning probe microscopy. Education: PhD, Materials Engineering, University of Alberta (2018) MS, Materials Science, Shanghai University (2015) BE, Materials Science and Engineering, Nanchang University (2012) Research Interests: Development of tribovoltaic and triboelectric systems for self-powered electronics Mechanical energy harvesting via dynamic heterojunctions and Schottky contacts 3D-printed hydrogel structures for energy absorption and flexible electronics Nanoscale characterization using atomic force microscopy Design of nanocomposite sensors and catalytic materials Publication Trends: His work emphasizes triboelectricity, nanoscale energy conversion, and sustainable materials. Recent articles explore bionic tactile sensing, tunable hydrogels, and quantum dynamics in sliding interfaces. Awards: SONY Faculty Innovation Award (2021) Nature Springer MINE Young Scientist Award (2020) International Contest of Applications in Nano/Micro Technology Prize (2013) Laboratory: Advanced Energy Materials and Nanomechanics Lab at University at Buffalo.

G.K. Knopfمشاهده پروفایل

استاد

• Product Design & Advanced Manufacturing
• 3D Shape Reconstruction
• Laser Microfabrication
• +۵ مورد دیگر

Dr. G.K. Knopf is a Professor in the Department of Mechanical & Materials Engineering at Western University, Canada. He holds a Ph.D. (1991), M.Sc. (1987), and B.E. (1984) from the University of Saskatchewan. His work bridges product design, advanced manufacturing, and bio-inspired technologies. Research Focus: Dr. Knopf’s research spans 3D shape reconstruction , laser microfabrication , micro-optics , and bioelectronic imaging arrays . Recent projects emphasize light-driven actuators , flexible electronics , and graphene-based inks for printing circuits on unconventional substrates like silk and paper. Publications: Over 150 peer-reviewed works, including two edited CRC Press volumes ( Smart Biosensor Technology , Optical Nano and Micro Actuator Technology ). Key contributions involve non-lithographic fabrication , bacteriorhodopsin photodetectors , and self-organizing feature maps for data visualization. Awards/Patents: Co-inventor of two U.S. patents (6,542,249 for 3D surface measurement; 7,573,024 for bioelectronic imaging arrays). Teaching: Leads graduate courses in Medical Device Design and Optomechatronic Systems , as well as undergraduate Mechatronics and Medical Device Development courses.

Susanna Thonمشاهده پروفایل

دانشیار

• Renewable Energy Conversion
• Photovoltaics
• Nanomaterials Engineering
• +۵ مورد دیگر

Susanna Thon is an Associate Professor in the Department of Electrical and Computer Engineering at Johns Hopkins University (JHU), affiliated with the Whiting School of Engineering. She serves as Associate Director of the Ralph O’Connor Sustainable Energy Institute (ROSEI) and a member of the Data Science and AI Institute. Her research focuses on nanomaterials engineering for optoelectronic devices, emphasizing solar energy conversion and sensing. Notable areas include plasmonic-photocatalytic systems using aluminum nanoparticles and nanostructured materials like colloidal quantum dots for next-generation devices. Thon holds a BSc from MIT (2005) and MSc/PhD in Physics from UC Santa Barbara (2008/2010). She joined JHU in 2013 after postdoctoral work at the University of Toronto. Her work is funded by agencies such as the NSF, U.S. Army, and Maryland Energy Innovation Institute. She has published over 50 peer-reviewed papers and received JHU’s Catalyst and Discovery awards. Key research projects include developing plasmonic systems to enhance light absorption in titanium dioxide and creating scalable fabrication techniques for optoelectronic materials. Thon’s team also advances quantum dot solar cells and novel characterization methods for energy materials. She actively participates in professional societies, including the Optical Society of America and IEEE. Her grants and collaborations aim to train the next generation in sustainable energy research, with recent initiatives funded through NSF and Space@Hopkins seed grants. Thon’s lab integrates nanophotonics, materials science, and machine learning to address global energy challenges.

Leslie Yeoمشاهده پروفایل

استاد

• Microfluidics and nanofluidics
• Acoustics and acoustical devices; waves
• Mechanobiology
• +۶ مورد دیگر

Dist. Professor Leslie Yeo is a distinguished faculty member at RMIT University's School of Engineering, where he leads the Micro/Nanophysics Research Laboratory (MNRL). With a PhD from Imperial College London (2002), he has held positions at Monash University and the University of Notre Dame before joining RMIT. His research focuses on the interactions between high-frequency sound waves and matter at micro and nanoscales. Leslie Yeo's educational background includes a PhD from Imperial College London (2002), where he received the Dudley Newitt prize for outstanding computational/theoretical work. Prior to his academic career, he worked as a Mathematical Modeller at Det Norske Veritas UK. He held prestigious Australian Research Fellowships (2009-2017) that supported his groundbreaking work in micro and nanophysics. Professor Yeo's research interests center around high-frequency (MHz order) sound waves interacting with various materials including fluids, two-dimensional and bulk crystals, biomolecules, cells and microorganisms. His work explores both fundamental physicochemical phenomena and practical applications in microfluidics, drug delivery, diagnostics, tissue engineering, and materials synthesis. His research has significant implications for health technologies, environmental applications, and sustainable energy solutions, aligning with UN Sustainable Development Goals 3 (Good Health and Well-Being) and 7 (Affordable and Clean Energy). Analysis of Professor Yeo's recent publications reveals a strong focus on acoustofluidics and its diverse applications. His work demonstrates expertise in using surface acoustic waves for bacterial inactivation, synthesis of metal-organic frameworks, cell membrane manipulation, and energy conversion technologies. The research spans multiple disciplines including biomedical engineering, materials science, and environmental technology, with particular emphasis on practical applications that address real-world challenges. 2023: Fellowship of the Institution of Engineering & Technology (FIET) 2021: RMIT University Science, Technology, Engineering & Medicine College Research Impact Award 2019: RMIT University Distinguished Professorship 2018: RMIT University Vice-Chancellor's Award for Research Excellence 2016: Johnson & Johnson World Without Disease Quickfire Challenge Award 2007: Young Tall Poppy Science Award Professor Yeo has supervised numerous research students across engineering and science disciplines, with current projects focusing on acoustomicrofluidic synthesis of nanomaterials, high-frequency mechanobiology applications, and diagnostic technologies. His editorial roles include Editor-in-Chief of the American Institute of Physics journal Biomicrofluidics and Associate Editor of Frontiers in Bioengineering & Biotechnology. His work has been widely featured in media outlets including ABC's Catalyst, The Economist, and Nature. The Micro/Nanophysics Research Laboratory under Professor Yeo's leadership is at the forefront of fundamental and applied research on nonlinear high-frequency electroacoustic interactions. The laboratory has discovered novel physicochemical phenomena and actively develops theories to explain the fundamental mechanisms behind these discoveries, with applications ranging from medical diagnostics to sustainable energy solutions.

Xi Lingمشاهده پروفایل

دانشیار

• Nanomaterials
• 2D Materials Synthesis
• Advanced Spectroscopy Techniques
• +۳ مورد دیگر

Xi Ling is an Associate Professor in the Department of Chemistry and Materials Science & Engineering at Boston University. They lead the Ling Group, which focuses on the fundamental science and applications of nanomaterials, particularly 2D van der Waals materials. Their research integrates synthesis, characterization via advanced spectroscopy, and device development for energy conversion and chemical sensing. The group utilizes facilities at the Photonics Center for cutting-edge materials analysis. Education: B.A. in Chemistry (Lanzhou University, 2007); Ph.D. in Physical Chemistry (Peking University, 2012). Research emphasizes interdisciplinary approaches to synthesize novel 2D crystals, investigate their physical properties through Raman and photoluminescence spectroscopy, and engineer flexible, transparent devices. Recent publications highlight innovations in strain engineering, ferroelectricity modulation, and exciton dynamics in materials like NiPS3 and GaSe. Students gain expertise applicable to academia and industry roles in semiconductor manufacturing, materials engineering, and instrumentation. The group’s work bridges foundational science and practical applications, addressing challenges in nanoelectronics and sustainable energy technologies.

Heike Wexمشاهده پروفایل

پژوهشگر

• Aerosol-Cloud Interactions
• Atmospheric Physics
• Ice Nucleation
• +۴ مورد دیگر

Dr. Heike Wex is a prominent atmospheric scientist at the Leibniz Institute for Tropospheric Research in Leipzig, Germany, where she serves as a Researcher in the Atmospheric Microphysics department. With over two decades of continuous research since completing her PhD in 2002, she has established herself as a leading expert in aerosol-cloud interactions and ice nucleation processes. Her work spans multiple international collaborations and major research initiatives including (AC)³, PICNIC, MarParCloud, and PI-ICE projects. Her research focuses on experimental investigations and theoretical descriptions of aerosol-cloud interactions, with specific expertise in hygroscopic growth at high relative humidities (>99% RH), particle activation to cloud droplets, heterogeneous ice nucleation processes, and the role of atmospheric aerosol particles as nuclei for cloud droplets and ice formation. Her work bridges atmospheric physics, climate science, and environmental chemistry, with significant contributions to understanding how microscopic processes affect cloud formation and climate. Analysis of her recent publications reveals a strong focus on polar and marine environments, with particular attention to biological contributions to ice nucleation, seasonal variations in Arctic aerosols, and the development of advanced measurement techniques. Her work consistently addresses fundamental questions about how aerosols influence cloud properties and climate systems, with increasing emphasis on climate-relevant processes in polar regions. Dr. Wex has held significant leadership positions, including serving as Vice President of the International Commission on Clouds and Precipitation (ICCP) from 2021-2024. She is also actively engaged with Scientists for Future in Leipzig, demonstrating her commitment to addressing climate change through scientific expertise and public engagement. Beyond her research, she has organized numerous scientific workshops and field campaigns, including leadership roles in the LExNo experiment, FROST projects, and the 16th International Conference on Clouds and Precipitation. Her work has established important methodological approaches for studying ice nucleation and has contributed significantly to our understanding of aerosol impacts on cloud formation across diverse environments from the Arctic to the tropics.

• Ophthalmology
• Corneal Diseases
• Keratoconus
• +۳ مورد دیگر

Professor Gerard Sutton is an Honorary Professor in the Faculty of Medicine and Health at the University of Sydney, affiliated with the Save Sight Institute and Vision Eye Institute. He specializes in corneal and refractive surgery, combining clinical practice with research in keratoconus, corneal bioengineering, and global eye care. His work includes developing the Australian Corneal Bioengineering Centre and pioneering innovations like the Corneal Biopen for treating corneal defects. Research interests span clinical and laboratory-based studies, focusing on corneal transplantation, bioengineered treatments, and refractive surgery outcomes. Current projects include corneal bioengineering, keratoconus pathogenesis, and SMILE surgery clinical outcomes. He holds memberships in prominent ophthalmology societies like RANZCO and APPO. Awards: 2019 RANZCO John C. Parr Medal Lecture Award 2017 Sydney Research Centre ‘Big Idea’ Innovation Award 2015 XOVA Excellence in International Ophthalmology 2014 Asia Pacific Academy of Ophthalmology Achievement Award Grants & Funding: AU$35M BIENCO consortium (2023) for corneal blindness therapies AU$1.1M Corneal Biopen commercialization (2018) NHMRC Ideas Grant for bioengineered corneal layers (2019) His research group collaborates internationally, with projects addressing corneal transplantation equity, bioink development, and regenerative solutions for ocular surface diseases. Clinical affiliations include Sydney Eye Hospital and the Lions NSW Eye Bank.