How Machines Explore, Conjecture, and Discover Mathematics Sebastian Pokutta, Vice President, Zuse Institute Berlin (ZIB); Professor, Technische Universität Berlin (TU Berlin) Apr 9, 12:00 - 13:00 B9 L2 R2325 machine learning artificial intelligence AI optimization Structures
Extrapolated Linear Multistep Methods Lajos Lóczi, Research Scientist, Applied Mathematics and Computational Science Mar 12, 12:00 - 13:00 B9 L2 R2325 ODEs PDEs numerical methods linear multistep methods LMMs
Mathematical Modelling of Solar Cells Theodoros Katsaounis, Professor, Department of Mathematics and Applied Mathematics, University of Crete (UoC) Mar 10, 11:00 - 12:30 B1 L3 R3119 solar cells Mathematical modeling PDEs numerical PDEs
Learning to Identify and Exploit Neural Network Dynamics in Multi-Step Inference Haozhe Liu, Ph.D. Student, Computer Science Mar 9, 13:30 - 15:30 B4 L5 R5220; Zoom Meeting 95866424218
Geospatial Data Science for Public Health Surveillance Paula Moraga, Assistant Professor, Statistics Mar 9, 11:15 - 12:45 B4/5 L0 A0215; Zoom Meeting 94713495879 Geospatial Data Public Health Public health surveillance geospatial statistics statistical methods
Remote Sensing and Agroinformatics Insights in Saudi Arabia Using Machine Learning Ting Li, Postdoctoral Research Fellow, Environmental Science and Engineering Mar 5, 12:00 - 13:00 B9 L2 R2325 remote sensing machine learning sustainable agricultural agricultural productivity
Approximation and Optimization for Neural Networks Gerrit Welper, Assistant Professor, Mathematics, University of Central Florida (UCF) Mar 4, 16:00 - 17:00 Zoom Meeting 95807131415 Neural Networks optimization deep neural networks Finite element methods
Assessing Network Middlebox Impact on End-to-End Protocol Behavior via a Distributed and Reprogrammable Framework Ilies Benhabbour, Ph.D. Student, Computer Science Mar 4, 13:00 - 16:00 B5 L5 R5220 cybersecurity Cryptography distributed computing
Structure Preserving Methods for Schrodinger Type of Equations Theodoros Katsaounis, Professor, Department of Mathematics and Applied Mathematics, University of Crete (UoC) Mar 3, 14:30 - 15:30 B1 L3 R3119 Schrödinger equation cosmology waves
Bayesian Inference for Partially Observed Continuous-Time Processes Amin Wu, Ph.D. Student, Statistics Mar 3, 10:00 - 12:00 B5 L5 R5220 McKean-Vlasov SDEs bayesian inference markov chains Monte Carlo
From Prompts to Production: The Systems Agenda for Agentic AI Marco Canini, Professor, Computer Science Mar 2, 12:00 - 13:00 B9 L2 R2325 AI observability reproducibility Computer Information Systems
From Edge to Intelligence: Light-Driven Synaptic Devices for Adaptive Healthcare and Vision Systems Dayanand Kumar, Postdoctoral Research Fellow, Electrical and Computer Engineering Mar 1, 12:00 - 13:00 B9 L2 R2325 optoelectronic devices light-driven synaptic devices neuromorphic electronics edge computing
Rigorous Model-Constrained Scientific Machine Learning for Digital Twins: A Computational Mathematics Perspective Tan Bui-Thanh, Professor, Endowed William J. Murray, Jr. Fellow in Engineering No. 4, Oden Institute for Computational Engineering & Sciences, Department of Aerospace Engineering & Engineering Mechanics, The University of Texas at Austin (UT Austin) Feb 26, 14:30 - 15:30 B1 L3 R3119 Scientific Machine Learning SciML Scientific Deep Learning SciDL deep learning machine learning digital twins uncertainty quantification Computational mathematics
Graphpcor: Prior for Correlation Matrices Elias Teixeira Krainski, Research Scientist, Statistics Feb 26, 12:00 - 13:00 B9 L2 R2325 correlation Bayesian Estimation expert knowledge integration
Towards Scalable and Structured Understanding in Visual LLMs Mohamed Elhoseiny, Associate Professor, Computer Science Feb 23, 12:00 - 13:00 B9 L2 R2325 LLM Visual Language Models VLMs visual computing
Computing Heteroclinic Orbits for Dynamical Systems Theodoros Katsaounis, Professor, Department of Mathematics and Applied Mathematics, University of Crete (UoC) Feb 23, 11:00 - 12:30 B1 L3 R3119 Dynamical Systems heteroclinic orbits Numerical Modeling
C1+alpha Regularity for the Fractional p-Laplacian David De Jesus, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Feb 19, 12:00 - 13:00 B9 L2 R2325 Mathematical modeling
A Dichotomy of Continuous Finite Element Spaces and Its Application to Energy-Conservative Galerkin Methods for Nonlinear and Dispersive Wave Equations Dimitrios Mitsotakis, Reader/Associate Professor, Engineering Mathematics, School of Mathematics and Statistics, Victoria University of Wellington (VUW) Feb 17, 14:30 - 15:30 B1 L3 R3119 dispersive waves optimization Finite elements
Eyes in the Sky: AI-Based Camel Identification and Tracking Using Drones Basem Shihada, Program Chair, Computer Science Feb 16, 12:00 - 13:00 B9 L2 R2325 AI drones animal tracking
Tapping Into the Full Potential of the Stratosphere Mohamed-Slim Alouini, Al-Khawarzmi Distinguished Professor, Electrical and Computer Engineering Feb 15, 12:00 - 13:00 B9 L2 R2325 HAPSs Large-scale Connectivity communication technology FSO systems Free-space optical communications optical connectivity
Data-driven Anomaly Detection in Industrial Processes Fouzi Harrou, Senior Research Scientist, Statistics Feb 12, 12:00 - 13:00 B9 L2 R2325 anomaly detection multivariate statistics artificial intelligence AI
Mathematical Design and Analysis of Iterative Methods for Linear and Nonlinear Problems Jongho Park, Research Scientist, Applied Mathematics and Computational Science Feb 10, 14:30 - 15:30 B1 L3 R3119 nonlinear models algorithms iterative methods
Accelerating Branch-and-Bound Graph Algorithms with GPUs Izzat El Hajj, Assistant Professor, Computer Science, American University of Beirut (AUB) Feb 9, 12:00 - 13:00 B9 L2 R2325 parallel computing optimization GPU Algorithms HPC Graph Theory Efficient
AI for Optics and Optics for AI Wolfgang Heidrich, Professor, Computer Science Feb 8, 12:00 - 13:00 B9 L2 R2325
On the Modeling and Approximation of Phase Transitions in Elasticity Georgios Grekas, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Feb 5, 12:00 - 13:00 B9 L2 R2325 Phase transitions elasticity mathematical modelling
Efficient Machine Learning for Scientific and Medical Applications Yasir Ghunaim, Ph.D. Student, Computer Science Feb 4, 18:00 - 20:00 B4/5 L0 A0215 Efficient Machine Learning machine learning Graph Neural Networks
From Dialects to Peptides: Scalable and Efficient AI for People Muhammad Abdul-Mageed, Canada Research Chair, Natural Language Processing and Machine Learning; Associate Professor, School of Information, Department of Linguistics, The University of British Columbia Feb 2, 12:00 - 13:00 B9 L2 R2325 AI Efficient Efficient Machine Learning
Uncertainty-Aware Learning: From Bayesian Neural Networks to Agentic Decision Making Theodore Papamarkou, Founder, PolyShape; Visiting Professor, School of Applied Mathematical and Physical Sciences (SEMFE), National Technical University of Athens (NTUA) Feb 1, 12:00 - 13:00 B4/5 L0 A0215 uncertainty quantification neural network Bayesian modeling AI
Uncertainty Quantification with Conformal Prediction in Energy Data Tarek AlSkaif, Associate Professor, Energy Informatics, Wageningen University (WUR) Feb 1, 12:00 - 13:00 B9 L2 R2325 conformal prediction machine learning uncertainty quantification
Energy-Efficient and Sustainable Spatial Modeling Using GPU Computing Sameh Abdulah, Senior Research Scientist, Applied Mathematics and Computational Science Jan 29, 12:00 - 13:00 B9 L2 R2325 HPC
The Sharpness Condition for Constructing Finite Element From a Superspline Qingyu Wu, Ph.D. Student, Mathematics, Peking University Jan 28, 14:00 - 15:00 B1 L3 R3119
Beyond Bayesian Uncertainty: a Variational Perspective Chérief-Abdellatif Badr-Eddine, CNRS (Chargé de Recherche) Researcher, Laboratoire de Probabilités, Statistique et Modélisation (LPSM), Sorbonne Université, France Jan 28, 12:00 - 13:00 B4/5 L0 A0215
Thoughts About Machine Learning Jürgen Schmidhuber, Professor, Computer Science Jan 26, 15:30 - 17:30 B9, Lecture Hall 1, R-2322 AI machine learning deep learning
Shedding New Light on the Past: Applications of Multi-Light Image Collections in Cultural Heritage Ruggero Pintus, Senior Researcher, Center for Advanced Studies, Research and Development in Sardinia (CRS4) Jan 26, 12:00 - 13:00 B9 L2 R2325 interactive visualization image processing data acquisition
KAUST Research Conference on Mathematical and Data Sciences Jan 26 - 28, All day KAUST Campus data science scientific computing Computer science
Empowering Natural Intelligence with Artificial Intelligence: a Mathematician's Perspective Alfio Quarteroni, Emeritus Professor, Politecnico di Milano and EPFL Jan 25, 14:00 - 15:00 B9, L2, R2322 Computational mathematics numerical methods Scientific Machine Learning scientific computing applied mathematics
Ultrawide Bandgap Nano Devices Glen Isaac Maciel García, Ph.D. Student, Applied Physics Jan 25, 12:00 - 13:00 B9 L2 R2325 Ultrawide bandgap materials nano-engineering
Programmable Wavefunction Dynamics for Topological and Nonlinear Acoustic Control Ze-Guo Chen, Associate Professor School of Advanced Manufacturing, Nanjing University, China Jan 21, 10:00 - 11:00 B1 L3 R3119 topological phenomena
Causal Representation Learning Ali Tajer, Professor, Electrical, Computer, and Systems Engineering Jan 15, 15:00 - 16:00 B1 L2 2202 machine learning causal representation learning statistical learning Information theory
Isotropic Geometry and Applications in Geometric Computing Khusrav Yorov, Ph.D. Student, Applied Mathematics and Computational Science Jan 15, 10:30 - 12:00 B3 L5 R5209 Isotropic Geometry geometry processing discrete differential geometry
From Images to Neural Scenes: Efficient Rendering, Robust Editing, and Human-Aware Reconstruction Sara Rojas Martinez, Ph.D. Student, Electrical and Computer Engineering Jan 12, 04:00 - 06:00 Zoom Meeting ID 97415296117 machine learning 3D reconstruction visual computing
Overcoming Catastrophic Forgetting: From Efficiency to Safety Lama Alssum, Ph.D. Student, Computer Science Dec 11, 14:00 - 15:00 B3 L5 R5220 AI machine learning Computer Vision
Mean Field Games: From Many-Player Games to PDEs Melih Ucer, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Dec 11, 12:00 - 13:00 B9, L2, R2325 mean field games hamilton–jacobi equations monotone operator theory
Stochastic Interacting Particle Methods and Generative Learning for Multiscale PDEs Jack Xin, Distinguished Professor, Department of Mathematics, School of Physical Sciences, University of California, Irvine Dec 9, 14:30 - 15:30 B1 L3 R3119 PDEs machine learning
Safety-Aware Pre-Flight Trajectory Planning for Urban and Rural UAVs Under Mechanical and GPS Failure Scenarios Amin Almozel, Ph.D. Student, Electrical and Computer Engineering Dec 8, 12:30 - 14:30 Building 4, Level 5, Room 5209 safety planning uav failures trajectory design
Tales of a Spur Hunter: The Wandering Spur Michael Peter Kennedy, Full Professor, School of Electrical and Electronic Engineering, University College Dublin Dec 7, 12:00 - 13:00 B9 L2 R2325
Will AI Replace Professors? Pavel Pevzner, Ronald R. Taylor Chair and Distinguished Professor, Computer Science and Engineering, University of California, San Diego Dec 4, 12:00 - 13:00 B2/B3 L0 A0215
Nuclear Fusion Powered by AI and HPC Vladimir Pimanov, Postdoctoral Research Fellow, Applied Mathematics and Computational Science Dec 4, 12:00 - 13:00 B9 L2 R2325 AI artificial intelligence Fusion simulation
First Provably Optimal Asynchronous SGD for Homogeneous and Heterogeneous Data Arto Maranjyan, Ph.D. Student, Computer Science Dec 4, 08:30 - 11:00 B4/5 L0 A0215 machine learning optimization asynchronous algorithms Training
