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	Muhammad Esmat, Visiting Scholar (former), King Abdullah University of Science and Technology	machine learning, neural network
	Muhammad Muzzammil, Visiting Scholar (former), King Abdullah University of Science and Technology
	Muhammad Saad, M.S. Student, Computer, Electrical and Mathematical Sciences and Engineering
	Muhammad Samiullah, Intern, Cyber Security and Resilience Technology	cybersecurity, FPGA, LLM, ML
	Muhammad Tahir, Research Specialist, Electrical and Computer Engineering
	Muhanned Alsaif, M.S. Student (former), Electrical and Computer Engineering	communication systems, Localization, technology advancements.
	Mukhtiar Ahmad, Postdoctoral Research Fellow, Electrical and Computer Engineering	Applied AI, distributed systems, edge computing, NTN Communication, Safety-Critical Embedded Systems, Terrestrial Cellular Networks, URLLC
	May 5, 11:00 - 12:00, Multigrid Monte Carlo Revisited: Theory and Bayesian Inference (B1 L3 R3119), Professor Robert Scheichl, University of Heidelberg	Monte Carlo, Multigrid, Public Colloquium
	Nov 16, 15:30 - 17:00, Multiscale Learning of High-dimensional Cell Fate (B9 L4 R4225), Prof. Qing Nie, Department of Mathematics, Department of Developmental and Cell Biology, NSF-Simons Center for Multiscale Cell Fate Research, University of California, Irvine	Public Colloquium
	Mutibah Alanazi, Visiting Researcher, Electrical and Computer Engineering	Integrated Photonics technology, quantum communication
	Nabil Mohammed, Research Scientist, Electrical and Computer Engineering	Microgrids, Power electronics, Renewable integrations, Renewable-based power systems
	Nabila Bounceur, Research Scientist, Stochastic Numerics Research Group	complex system modeling, probabilistic sensitivity analysis, statistical emulators, uncertainty quantification
	Najmeddine Dhieb, Research Engineer, Electrical and Computer Engineering	artificial intelligence, Computer Vision, Deep learning, Generative AI and LLMs
	Nanbo Li, Postdoctoral Research Fellow, Computer Science	AI, Computer Vision, Deep generative models, generative ai, machine learning
	Nebras Filimban, Ph.D. Candidate, Computer, Electrical and Mathematical Sciences and Engineering	6G, MIMO beamforming systems, RFICs
	Apr 16, 16:00 - 17:00, Neural Operators: Theory, Architecture, and Applications for PDEs (B1 L3 R3119), Xinliang Liu, Postdoctoral Research Fellow, Applied Mathematics and Computational Science	Multigrid, Neural Operator, Public Colloquium
	Nikita Kondratyev, Research Specialist, Electrical and Computer Engineering	integrated photonics, Nonlinear Optics, Numerical Modeling, Phased Arrays
	Nil N Yaman, Visiting B.S. Student, Computer, Electrical and Mathematical Sciences and Engineering
	Nizar Ajeeb, Researcher (former), King Abdullah University of Science and Technology	data analysis, MATLAB, Programming language, Web Technologies
	Dec 5, 16:00 - 17:00, Nonlinear energy stability for phase-field models: Numerics and analysis (B5 L5 R5209), Prof. Tao Tang	phase-field models, Public Colloquium
	Dec 4, 15:30 - 17:00, Nonlinear stability of splitting methods for Cahn-Hilliard equations (B3 L5 R5220), Prof. Tao Tang's personal website	Cahn-Hilliard equations, nonlinear stability, splitting methods, Course
	May 13, 16:00 - 17:00, Nonlocal Degenerate PDEs: Bridging Free Boundary Problems and Critical-point Models (Building 1, Level 3, Room 3426), Eduardo Teixeira, Graduate Director & Professor, Department of Mathematics, University of Central Florida	local extrema models, nonlocal degeneracies, regularity estimates, Mathematics and Applications Colloquium
	Apr 4, 16:00 - 17:00, Numerical Methods for Energy Minimisation: Application to Machine Learning Algorithms (B2 L5 R5220), Prof. Charalambos Makridakis, Director of the Institute of Applied and Computational Mathematics of FORTH, Greece	Applied Machine Learning, energy, minimization, numerical methods, Public Colloquium
	Oleg Serikov, Research Consultant, Adaptive Machine Learning
	Omar Ahmed, M.S. Student, Bioengineering	artificial intelligence, Computational Neuroscience, Computer Vision, Electroencephalograms, machine learning
	Omar Rushdi, Visiting Student	cybersecurity
	Jun 11, 16:00 - 17:00, On the Natural Gradient Descent (KAUST), Prof. Levon Nurbekyan	gradient methods, Public Colloquium
	Sep 13, 15:30 - 17:00, On the resolution of a theoretical question related to the nature of local training in federated learning (B1 L3 R3119), Peter Richtarik, Professor, Computer Science	algorithms, communications, machine learning, mathematical optimization, Public Colloquium
	Opportunities at SCML research group	Opportunities
	May 7, 16:00 - 17:00, Optimization for Deep Learning (B5 L5 R5209), Dr. Konstantin Mischenko, Samsung AI Center, Cambridge, UK	Deep learning, mathematical optimization, Public Colloquium
	Peter Schmid, Professor, Mechanical Engineering	aerospace design, applied mathematics, Earth systems, energy efficiency, quantitative flow analysis
	Jan 10, 10:00 - 11:00, Physics-informed Neural Networks for Learning the Homogenized Coefficients of Multiscale Elliptic Equations (KAUST), Dr. Jun Sur Richard Park, Korea Institute for Advanced Study	Homogenization, multiscale methods, Physics-informed Neural Networks, Seminar
	Polina Morozova, M.S. Student, Photonics Laboratory	Photonics and optoelectronics
	Racha Zayni, Visiting Researcher, Information Science Lab	AI-based Localization, Data Analytics, machine learning, Signal processing, Wireless Communications
	Rahila Mohamed, Ph.D. Student, Electrical and Computer Engineering
	Jul 15, 17:00 - 19:00, Randomized Greedy Algorithms for Neural Network Optimization in Solving Partial Differential Equations (B4 L5 R5220), Xiaofeng Xu, Ph.D. Student, Applied Mathematics and Computational Science	machine learning, optimization, PDEs, randomized orthogonal greedy algorithm, Ph.D. Dissertation Defense
	Razan Shams, M.S. Student, Electrical and Computer Engineering	2D materials, biomedical devices, semiconductor
	Reem Arnaout, Intern, King Abdullah University of Science and Technology	Differential privacy, Federated learning, Network and Software Security, Radio Frequency Localization, Signal processing, wireless communication
	Rehab Ashri , Senior Communications Specialist, Computer, Electrical and Mathematical Sciences and Engineering
	Research Areas	Research
	Research Areas	Research
	Roman Zamchii, Ph.D. Student, Electrical and Computer Engineering
	Rongxing Hu, Postdoctoral Research Fellow, Secure Next Generation Resilient Systems Lab
	Ruochen Zhu, M.S. Student, Electrical and Computer Engineering	human body communication, IoT
	Saleh Abujubara, Laboratory Manager, Communication and Computing Systems Lab
	Saleh AlJazzar, Visiting Scholar (former), King Abdullah University of Science and Technology	machine learning, Signal processing, Wireless Communications
	Salem Al-saqaf, M.S. Student, Electrical and Computer Engineering	artificial intelligence, electronics, integrated circuits, IoT
	Salim Ksous, M.S. Student, Stochastic Numerics Research Group	numerical methods, optimal control
	Sami Aldalahmeh, Consultant, King Abdullah University of Science and Technology
	Samy Mounir, M.S. Student, Electrical and Computer Engineering
	Sara Helal, Visiting Scholar, King Abdullah University of Science and Technology
	Saud Alabdulal, M.S. Student, Applied Physics	LiDAR, optical computing
	Saverio Pasqualoni, M.S. Student, Computer Science	collective, communication, computer networking and systems, HPC
	Mar 28, 16:00 - 17:00, Scalable parallel solvers for cardiac reaction-diffusion models and applications (B2 L5 R5220), Luca F. Pavarino, Professor, Department of Mathematics, Università degli Studi di Pavia	Applied Partial Differential Equations, parallel simulations, Public Colloquium
	Scientific Computing and Machine Learning Research Group	Front Page
	SCML Seminar on Training Algorithms, Spring 2024 (News)	News
	SCML Seminar, Fall 2023 (News)	News
	SCML Seminar, Spring 2023 (News)	News
	Dec 22, 11:00 - 12:00, SDE, BSDE under Nonlinear Expectation and Fully Nonlinear Path-dependent Parabolic PDE (B1, L3, R3119), Shige Peng, Academician of the Chinese Academy of Sciences, Professor of Mathematics, and Chairman of the Research Center for Mathematics and Interdisciplinary Sciences at Shandong University	Mathematics and Applications Colloquium
	Sebastian Leonardo Lalvay Segovia, Ph.D. Student, Applied Mathematics and Computational Science
	Serine Medjber, Visiting Student (former), King Abdullah University of Science and Technology	embedded systems, IoT, Signal processing
	Shamael Al-Shuhail, M.S. (former), Electrical and Computer Engineering	Compressed Sensing Approach, Multi-carrier Systems
	Shrey Rakesh Maheshwary, Visiting Student, King Abdullah University of Science and Technology
	Shujah Rehman, Research Specialist, Electrical and Computer Engineering
	Shunyuan Shang, M.S. Student, Electrical and Computer Engineering
	Shyam Mohan Subbiah Pillai, Research Consultant, Stochastic Numerics Research Group	numerical analysis, stochastic differential equations, uncertainty quantification
	Simon Nik, Postdoctoral Research Fellow, Statistics	discrete time series, extreme-value theory, Statistics of extremes, stochastic partial differential equations
	Simon Tarboush, Member, King Abdullah University of Science and Technology
	Sixiu Liu, Ph.D. (former), Earth Science and Engineering	deep learning, seismic processing
	Sofiane Ben Mbarek, Postdoctoral Research Fellow, Electrical and Computer Engineering
	Oct 31, 15:30 - 17:00, Stochastic Optimal Control with Exercise Rate Optimization and Markovian Projections: Pricing American Options and Importance Sampling Applications (B5 L5 R5209), Raul Tempone, Professor, Applied Mathematics and Computational Science	Markovian projection, sampling, Public Colloquium
	Apr 22, 16:00 - 17:00, Structure-conforming Operator Learning via Transformers (KAUST), Prof. Shuhao Cao, University of Missouri–Kansas City	transformers, Seminar
	Sultan Al Sulami, Visiting Scholar, King Abdullah University of Science and Technology
	Sushil Samuel Dinesh, Ph.D. Student, Electrical and Computer Engineering
	Syed Abidullah Fareed, Visiting Student (former), Information Science Lab	artificial intelligence, computer networks, embedded systems, energy efficiency, intrusion detection, IoT, machine learning
	Syed Alam, Research Specialist, Electrical and Computer Engineering
	Nov 29, 15:00 - 16:00, Symmetry and Beyond (B3 L5 R5220), Prof. Jiping Zhang	groups, monstrous moonshine, symmetric polynomials, symmetry, Lecture
	Tabish Qaseem, Visiting Student, King Abdullah University of Science and Technology
	Tao Ni, Assistant Professor, Computer Science	Cyber Security, resilient cyber-physical
	Terad Alturkistani, Visiting Scholar (former), King Abdullah University of Science and Technology
	The International Conference on New Trends in Computational and Data Sciences (News)	News
	Feb 7, 16:00 - 17:00, Theoretical understanding of learning dynamics in modern deep learning (B2 L5 R5209), Dr. Zhanxing Zhu, Senior Research Professor. Changping National lab, Beijing	Public Colloquium
	Ting Li, Postdoctoral Research Fellow, Environmental Science and Engineering	agricultural productivity, agriculture, crop health, environmental modeling, machine learning, precision agriculture, remote sensing, sustainable agricultural
	Tong Mao, Postdoctoral Research Fellow, Applied Mathematics and Computational Science
	Tudor Ionescu, Visiting Student, Cyber Security and Resilience Technology	Automous Vehicles
	Umar Rashid, Visiting Scholar, King Abdullah University of Science and Technology
	Jan 17, 10:00 - 11:00, Unveiling Insights from "Gradient Descent Converges Linearly for Logistic Regression on Separable Data" (B1 L0 R0118), Bang An, Ph.D. Student, Applied Mathematics and Computational Science	gradient methods, Regression Models, Seminar
	Apr 30, 16:00 - 17:00, Virtual Element Approximation of Eigenvalue Problems (B1 L3 R3119), Prof. Francesca Gardini, Università di Pavia	Elgenvalue, FEMSimulation, PDE, Virtual Element Method, Public Colloquium
	Vladimir Pimanov, Postdoctoral Research Fellow, Applied Mathematics and Computational Science
	Wei-Cheng Lee, M.S. Student, Computer Science
	Weiping Li, Postdoctoral Research Fellow, Electrical and Computer Engineering	broadband photonics-aided terahertz communication and sensing, LiDAR, Optical Phased Array
	Xiaofeng Xu, Ph.D. Student, Applied Mathematics and Computational Science
	Xiaowei Pang, Postdoctoral Research Fellow, Electrical and Computer Engineering	haps, ISAC, Non-Terrestrial Networks
	Xiaoyi Song, Ph.D. Student, Electrical and Computer Engineering	LiDAR, nonreciprocal optical devices, on-chip light source, Silicon photonics
	Xiarui Su, M.S. Student, Electrical and Computer Engineering	6G On-chip reconfigurable intelligent surface
	Xihui Teng, Postdoctoral Research Fellow, Electrical and Computer Engineering
	Xingze Zhang, M.S. Student, Electrical and Computer Engineering
	Xinliang Liu, Postdoctoral Research Fellow, Applied Mathematics and Computational Science
	Xiuping Wang, Ph.D. Student, Applied Mathematics and Computational Science
	Yan Wang, Ph.D. Student, Photonics Laboratory	Photonics and optoelectronics, Ultrawide bandgap materials