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1
Computational Learning for Model Reduction
06 Jan 2025 - 10 Jan 2025 • Providence, RI, United States
Organizer:
Institute for Computational and Experimental Research in Mathematics (ICERM)
Abstract:
This workshop showcases emerging frontiers in ROM (reduced order modeling) by bringing together researchers whose core interests lie in model reduction and approximation theory, but who have also explored and developed novel methods that utilize various aspects of statistical learning and data science. Topics of the workshop will include: 1) new mathematical and computational nonlinear ROM formulations required for prediction of transport phenomena, 2) new model reduction and meta-learning opportunities necessitated by the prevalence of large neural network models, 3) new paradigms for ROM capable of attacking parameter inference and ill-posed inverse problems, 4) new frontiers in the automated learning of latent representations due to the availability of computationally feasible optimization in statistical and machine learning, 5) an appropriate computational balancing of observational or experimental data with simulation-based models and ROM that would lead to the usage of ROM in digital twin-scale applications, and 6) challenges and new developments in ROM that aims to preserve inherent physical structure of the underlying dynamics.
Contact:
ICERM;     Email: info@icerm.brown.edu
Topics:
reduced order modeling, acceleration, simulation, approximation theory
Event listing ID:
1624865
2
M2A25 — Mathematical Modeling with Applications
18 Feb 2025 - 20 Feb 2025 • Marrakech, Morocco
Organizer:
ULCO
Abstract:
The M2A25 conference, hosted by the LAMAI laboratory in the Faculty of Sciences and Technologies, Marrakesh, is organized within the framework of an APRD project funded by OCP Foundation and supported by CNRST, the Moroccan Ministry of Higher Education, Scientific Research and Innovation, the University Mohammed VI Polytechnic and the Cadi Ayyad University.

The M2A25 conference is an international conference in which more than 20 countries are expected to be represented by more than 100 participants, consisting of academic researchers and scientists working in industry. The conference will cover different areas related to the application of numerical analysis to practical problems in engineering, industry, environment, medical imaging, and new image and information technologies. Participants will share their recent contributions and their experience in these fields.

Contact:
Email: jbilou@univ-littoral.fr
Topics:
Lahcen Maniar Marilena Mitrouli Ahmed Ratnani Lothar Reichel Carole Rosier Youcef Saad Hassane Sadok Hassan Safouhi Daniel Szyld
Event listing ID:
1643043
3
Dagstuhl-Seminar — Approximation Algorithms for Stochastic Optimization
23 Mar 2025 - 28 Mar 2025 • Schloss Dagstuhl – Wadern, Germany
Organizer:
Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH
Abstract:
In this Dagstuhl Seminar, we are gathering several researchers from different communities (approximation algorithms, algorithmic game theory, operations research, online algorithms, learning theory) that have been interested in this or related questions from different angles. The goal is developing new techniques, identifying new models and directions, and solving some of the many open problems related to the above question.
Event listing ID:
1626758
4
ICCAD 2025 — 2025 9th IEEE/IFAC/DBLP International Conference on Control, Automation and Diagnosis
07 May 2025 - 09 May 2025 • Istanbul, Tunisia
Organizer:
Association Tunisienne de Technologie et du Développement Durable (ATTeDD)
Abstract:
ICCAD’25 will be held in May 7-9, 2025 in Istanbul, Turkey. Our conference is a forum for presenting excellent results and new challenges facing the field of the reliability and availability of Control, Automation and Diagnosis. It brings together experts from industry, governments and academia, experienced in engineering, design and research. This conference will provide a remarkable opportunity for the academic and industrial communities to address new challenges, share solutions and discuss future research directions. The technical program will include plenary lectures, regular technical sessions, and special sessions.
Contact:
Secrétariat de ICCAD;     Phone: [+216 28 402 104];     Email: contact@iccad-conf.com
Topics:
Control, Automation, Diagnosis, AI, Robotics, Informatics, Comuter vision, Renewable energy, green transportation;
Event listing ID:
1629609
5
ICCMS 2025 — 2025 The 17th International Conference on Computer Modeling and Simulation
10 Jun 2025 - 12 Jun 2025 • Zhuhai, China
Organizer:
International Association of Computer Science and Information Technology
Abstract:
We are pleased to invite you to attend the 17th International Conference on Computer Modeling and Simulation (ICCMS 2025), which will be held in Zhuhai, China during June 10-12, 2025. ICCMS 2025 is co-organized by Intelligent IoT System Modeling and Simulation Committee of China Simulation Federation, China and Beihang University, China, co-hosted by Jinan University (Zhuhai Campus), China and The Hong Kong Polytechnic University, Hong Kong, China.
Contact:
Email: aimee@iacsit.net
Topics:
Agent Based Simulation; Analytical and Stochastic Modeling Techniques and Applications; Biomedical Visualization and Applications; Emerging Technologies and Applications; Finite and Boundary Element Techniques; High Performance Computing & Simulation; Information and Scientific Visualization; Interaction Paradigms and Human Factors; Internet, Web and Security Visualization;
Abstract submission deadline:
30 Dec 2024
Event listing ID:
1636382
Event website:
6
Dynamische Systeme
06 Jul 2025 - 11 Jul 2025 • Oberwolfach, Germany
Topics:
Mathematisches Forschungsinstitut Oberwolfach (MFO, Oberwolfach Research Institute for Mathematics)
Event listing ID:
1605324
7
ACOMEN 2025 — 9th International Conference on Advanced COmputational Methods in ENgineering and Applied Mathematics
15 Sep 2025 - 19 Sep 2025 • Ghent, Belgium
Organizer:
Ghent Analysis & PDE Center, Ghent University
Abstract:
The purpose of the conference is to provide an international forum to present and discuss the latest developments in computational and applied mathematics in various emerging engineering and mathematical fields.
Contact:
Email: acomen2025@ugent.be
Topics:
Applied and computational mathematics, Computational solid mechanics, Computational fluid mechanics, Computational material science, Computational electromagnetism, Computational natural sciences and biomechanics, Data driven and Artificial Intelligence applied to modelling, Fluid-structure interactions and coupled problems, High performance scientific computing, Inverse problems, Machine learning, New and emerging discretisation methods, Numerical analysis, Optimisation methods, Partial Differential Equations, Software for scientific computations, Simulation of manufacturing processes, Uncertainty quantification and stochastic modelling
Abstract submission deadline:
01 Jul 2025
Event listing ID:
1641756


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Last updated: 10 November 2024