Organizers: Hiva Samadian, Department of Computing Sciences, University of Scranton, Scranton, PA 18702, USA, Farhang Daneshmand, Department of Mechanical Engineering, Penn State University-Scranton, PA 18512, USA
Introduction
Numerical analysis and applied mathematics play a crucial role in advancing scientific and engineering disciplines. The rapid evolution of computational techniques and mathematical modeling has enabled researchers to solve increasingly complex problems across a diverse array of fields, including physics, biology, finance, and engineering. As computational power continues to grow, so too does the potential for innovative methodologies that enhance our understanding and problem-solving capabilities in both theoretical and applied contexts.
This session, Mathematical and Computational Methods Across Science and Engineering, aims to bring together researchers and practitioners who are developing and applying cutting-edge mathematical and computational techniques to address real-world challenges. The session will serve as a platform for the exchange of novel ideas, methodologies, and applications that bridge the gap between mathematics and its practical implementations in science and engineering.
The research papers presented in this session have undergone rigorous peer review by our session organizers to ensure high-quality contributions that reflect the latest advancements in the field. By bringing together experts from various disciplines, we aim to foster interdisciplinary collaboration and inspire new approaches to solving scientific and engineering problems through mathematics and computation.
We look forward to engaging discussions and insightful presentations that highlight the importance and impact of mathematical and computational methods across diverse areas of research.
Objectives
We welcome contributions focusing on analytical and numerical techniques, algorithm development, and computational modeling, especially those providing new insights into solving complex systems. This session seeks to:
- Facilitate knowledge sharing and collaboration among researchers and professionals working on mathematical and computational methods across scientific and engineering disciplines.
- Showcase the latest advancements in analytical and numerical techniques, algorithm development, and computational modeling.
- Provide a forum for networking and fostering partnerships that encourage interdisciplinary research and practical implementations.
- Highlight the impact of mathematical and computational methods in solving complex systems across various scientific and engineering domains.
Session Topics
As a part of ICNAAM 2025, this session will cover a broad range of topics related to computational methods. The topics of particular interest include (but are not limited to):
- Advanced numerical methods for differential equations
- Optimization techniques in engineering and data science
- Computational fluid dynamics and multiphysics modeling
- Machine learning and artificial intelligence in scientific computing
- High-performance computing and parallel algorithms
- Mathematical modeling in biological and environmental sciences
- Uncertainty quantification and sensitivity analysis
- Applications of mathematical methods in industrial and financial engineering
Proposed Structure
If accepted, the session may include keynote talks, technical paper presentations, and a panel discussion to encourage both knowledge dissemination and interactive dialogue. A potential structure could include:
- Keynote Presentations by leading researchers in the field
- Technical Sessions featuring peer-reviewed papers
- Panel Discussion exploring future directions and interdisciplinary challenges
Call for Papers and Presentations
We invite researchers and professionals (by e.g., distributing announcements, reaching out by emails, etc.) to submit papers and presentations on mathematical and computational methods across science and engineering. Selected submissions will be presented in the technical sessions.
Sponsorship Opportunities
We invite organizations that are interested in sponsoring the session. Sponsors will have the chance to showcase their products and services while building relationships with experts in the field.
Conclusion
As part of ICNAAM 2025, the Mathematical and Computational Methods Across Science and Engineering session will offer an excellent opportunity for researchers and professionals to collaborate, exchange knowledge, and drive innovation in mathematical and computational methodologies. We look forward to your participation and support in making this event a success.