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graph embedding |
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optoelectronics |
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Rare wireless commnucation events |
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cyber-physical systems, cybersecurity, embedded systems, industrial control systems, IoT, resiliency |
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Efficient AI, Electronic Design Automation, Generative AI and LLMs, Smart Cities |
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Compressive Sensing, Computer Vision, Deep learning, image and video processing, Reversible networks, Video Understanding |
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Affective AI, Human-computer Interaction, Interactive Video Generation |
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computer graphics, geometric computing, machine learning |
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Computer Vision, Deep learning, generative adversarial network |
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Data Privacy, machine learning, Machine Unlearning |
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machine learning, optimization, Signal processing, Wireless communication |
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artificial intelligence, Deep learning, geometric modeling, urban modeling |
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Computational biology, Numerical simulation and analysis, Quantitative finance, Stochastic Modeling |
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data mining, machine learning, Metial |
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Quantitative finance, stochastic algorithms |
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bioinformatics, cancer, G-quadruplex, Omics, Ontologies, text mining |
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Applied Machine Learning, Biomedical Signal Processing, embedded systems, Mixed-Mode ASIC Design, sensors |
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AI-driven networking, Wireless big data analysis |
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Photonics and optoelectronics |
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superposition coded multicasting, wireless sensor networks |
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2D materials, energy harvesting, flexible electronics, nanofabrication, nanophotonics, Perovskites |
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IoT, machine learning |
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data visualisation, point cloud |
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Adaptive Optics, computational imaging, Computational Photography, Wavefront Sensing |
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IBM, mobile technology, visual computing, visualization |
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Bayesian computational statistics, statistics |
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Environmental Statistics, forecasting, functional data analysis, Functional Time Series, Quantile spectral methods, Statistical Modeling |
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computer graphics, machine learning, Scientific Visualization |
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MOVPE, optoelectronics, photocatalysis, plasmonics, solar energy |
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dense linear algebra, High Performance Computing, polar decomposition, svd, symmetric eigenvalue problem |
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optics |
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environmental applications, geospatial statistics, multivariate spatial processes |
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ambit fields, neural inference methods, simulation-based inference, Spatial and spatio-temporal statistics |
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behavioral economics, Biostatistics, macroeconomics |
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EPFL, photonics, Quantum Measurements |
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Mathematical Finance, MIMO Antenna Selection, Stochastic processes |
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computational statistics, Environmental Statistics, INLA, spatial statistics, Statistical Modeling, Statistics of extremes |
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spatio-temporal statistics, Statistics of extremes |
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eigenvalue approximation, Finite elements, fluid dynamics, mixed finite elements, numerical PDEs |
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nanofabrication, printed electronics |
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computer graphics, geometric computing, physical simulation |
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Applied Partial Differential Equations, Dispersive-diffusive systems, Dynamical Systems, Nonlinear Elasticity |
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computational statistics, spatio-temporal statistics, stochastic differential equations |
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game theory, market microstructure, mean-field games, optimal control theory, optimal execution, Partial Differential Equations, price formation |
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computational bioscience, epigenetics, functional biology, genomics, machine learning |
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dispersive waves, heterogenouse media, nonlinear waves, numerical analysis, numerical methods, optimization, PDE, software development |
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computational science and engineering, High Performance Computing, machine learning, numerical analysis, parellel computing, Partial Differential Equations, quantum computing, scalable solvers, software development, spatial statistics |
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Biosensors, body area networks, health effects, magnetism |
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scientific writer |
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device design, nanofabrication, optoelectronics, Python, semiconductors |
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computer graphics, visualization |
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memristor, neuromorphic computing |
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control systems engineering |
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artificial intelligence, bioinformatics, nanovisualization |
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electronic integrated devices |
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Bayesian computational statistics, Survival analysis |
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Continual Learning, Meta Learning, Reinforcement Learning |
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Aluminium nitride, Gallium oxide, Transistors, Ultrawide bandgap materials |
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data mining, machine learning, privacy, security |
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autonomous driving, Deep learning, Neuromorphic Vision, Object detection |
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fluid dynamics, High Performance Computing, Scientific Visualization, CFD |
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artificial intelligence, bioinformatics, machine learning |
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Hamilton-Jacobi equations, mean-field games, nonlinear PDEs |
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cybersecurity, hardware security, Spintronics, VLSI |
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Bayesian computational statistics, machine learning |
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Free Space Optics, optical wireless communication systems, Orbital Angular Momentum, Spatial Mode Multiplexing |
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machine learning, optimization |
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numerical simulations, parallel computing, PDE, software development, sparse linear systems |
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Algebraic Algorithms, mathematical modelling, Symbolic Computation, visual computing |
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Cross-layer design, intelligent systems, robotics, Dynamic spectrum access and cognitive radio networks |
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algorithmics, machine learning, numerical simulations, scientific computing, visual computing |
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High throughput satellite systems, MIMO beamforming systems |
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computer graphics, visualization |
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computational electromagnetics, volume integral equation |
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Deep learning, Mathematical modeling |
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Applications of compressive sensing for PAPR reduction in OFDM, deep learning approaches, machine learning, multi-modal transformer models, optimization, program synthesis |
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Automatic Control Systems, game theory, Multi-agent systems, Optimization about power allocation |
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3D microstructures, integrated optics, laser, optoelectronics, photonics |
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Federated learning, machine learning, optimization |
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data mining, Information retrieval |
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optimization, randomized methods |
