We are pleased to announce the upcoming AMCM2025 Workshop on Advanced Processes of Mathematics and Computing Models in Complex Data-Intensive Computational Systems. This exciting event will take place at Galatasaray University, Istanbul, Turkey, from June 30 to July 3, 2025, during the 25th International Conference on Computational Science and Applications (ICCSA 2025).

Workshop Themes

The AMCM2025 Workshop will cover a wide array of cutting-edge topics in mathematics and computing. The main themes include, but are not limited to:

Mathematical and Computational Models

• Fractal and/or fractional calculus
• Fractal Artificial Intelligence (Fractal AI)
• Fractional-order systems
• Computational imaging and simulation technologies in biomedicine
• Computational modeling of medical complex systems

Artificial Intelligence and Machine Learning

• Intelligence-based models in image and/or signal processing
• AI and machine learning applications in complex systems
• High-performance computing
• Integrative machine-learning and neuroscience
• Data-driven computing
• Data analytics-based models

Advanced Mathematical Techniques

• Differentiability in differential equations with big data applications
• Stochastic analyses and processes
• Fractional computing systems
• Multifractal analysis
• Entropy/Wavelet and applications

Quantum and Nonlinear Systems

• Quantum artificial intelligence (QAI)
• Quantum fractals
• Nonlinear and complex system optimization and intelligent algorithms
• Quantization optimization algorithms
• Discrete, stochastic, and hybrid dynamics

Specialized Mathematical Applications

• Constitutive models with neural networks
• PDEs for image/signal and data processing
• Computational science and mathematical modeling (machine learning, deep learning, big data, and algorithms)

Important Dates

Please take note of the following important deadlines:

• Workshop Paper Submission Deadline: March 7, 2025
• Notification of Acceptance: April 20, 2025
• Submission Deadline for Final Version of Papers: May 8, 2025
• Registration Ends: May 8, 2025
• Workshop Dates: June 30 – July 3, 2025

Proceedings

The proceedings for the AMCM2025 Workshop will be published in the Springer Lecture Notes in Computer Science (LNCS) series. Top-quality papers will be selected for inclusion in this prestigious series, and short papers will also be considered. Additionally, PhD Showcase Papers will be published in the CPS post-conference proceedings. Authors of selected high-quality papers will be invited to extend their work for publication in special issues of suitable international journals.

Submission Details

For submission instructions and more details, please visit the submission page on the ICCSA website. All papers must be original, unpublished work, and authors must select the appropriate entry for the AMCM2025 workshop during submission.

Organizers

The workshop is organized by an esteemed group of scholars from top international institutions:

• Yeliz Karaca (University of Massachusetts, Worcester, USA)
• Dumitru Baleanu (Institute of Space Sciences, Magurele-Bucharest, Romania; Çankaya University, Ankara, Turkey)
• Osvaldo Gervasi (University of Perugia, Perugia, Italy)
• Yu-Dong Zhang (University of Leicester, Leicester, UK)
• Majaz Moonis (University of Massachusetts, Worcester, USA)

For any inquiries, please contact the workshop organizers.

We look forward to your participation in this exciting and intellectually stimulating workshop!