Mission and Core Competencies
The Interdisciplinary Centre for Mathematical and Computational Modelling (ICM) is a university-wide organizational unit under § 11 section 1 item 4 of the Statute of the University of Warsaw. It pursues the objectives referred to in § 19 section 1 items 1 and 3 of the Statute, and has been serving the University of Warsaw and the Polish scientific community since 1993.
Our mission
Our mission is to build value for science and society by creating and delivering innovative mathematical, computer science, and computational solutions, driven by an interdisciplinary approach, collaboration, expertise, infrastructure, and data.
The tasks, forms of operation, and organizational structure of ICM are governed by the Regulations of the Interdisciplinary Centre for Mathematical and Computational Modelling [PL].
Core competencies
We are a data science center specializing in leveraging high-performance computing (HPC) for data processing, analysis, and visualization, as well as conducting advanced computational workflows.
High-Performance Computing
Today, optimizing research and development (R&D) is a prerequisite for innovation. ICM’s supercomputers enable multiple computations to run simultaneously, significantly shortening the turnaround time for research results while lowering overall costs.
We have extensive experience gained through numerous interdisciplinary research projects, where our high-performance computing (HPC) resources have driven new scientific discoveries and the creation of groundbreaking prototypes.
Comprehensive Computational and Analytical Solutions
The processing power of our supercomputers serves clients across academia, business, and the public sector. To meet their specific needs, we also develop and optimize custom software tailored for HPC systems. The comprehensive nature of ICM’s portfolio lies in leveraging supercomputers not only for advanced computational workflows, but also for:
Advantages of Supercomputers
- Analysis High-Performance Computing
Supercomputers equipped with tens of thousands of processors allow for a massive acceleration of computational tasks. This is achieved through parallel programming, where complex workloads are divided into smaller components and executed simultaneously across multiple computing nodes.
- Simultaneous Multi-Variant Analysis
Leveraging high-performance computing enables the concurrent analysis of multiple variants of the same problem. This significantly enhances the flexibility and pace of ongoing research and development workflows.
- Solving Complex Problems
The massive processing power of supercomputers allows us to scale the accuracy of predictive and analytical models by incorporating larger, highly detailed datasets. As a result, the generated outcomes are far more precise, driving greater efficiency across all research initiatives.
High-Performance Data Analytics (HPDA)
The ability to extract actionable insights from massive datasets is the cornerstone of competitive advantage in today’s economy. At ICM, we deliver highly efficient data analysis by combining our specialized expertise with state-of-the-art technical infrastructure.
Data is a raw asset holding immense potential. However, to unlock its true value, organizations require customized solutions that account for the unique dynamics of their specific industry. Backed by years of experience gained across numerous interdisciplinary projects, we deliver tailor-made tools aligned directly with our clients’ strategic objectives.
Comprehensive Solutions
In addition to our next-generation supercomputing infrastructure, we offer:
- Advanced Analytical Expertise
Our team possesses specialized competencies in data mining, machine learning, and predictive modeling.
- High-Performance Data Analytics
We leverage High-Performance Computing (HPC) for Big Data processing, enabling ICM to deliver extremely efficient, high-throughput analytical workflows (HPDA).
- Interdisciplinary Project Methodology
To execute data mining workflows, we utilize the CRISP-DM (Cross-Industry Standard Process for Data Mining) framework, uniquely designed to bridge the gap between diverse industry sectors and data science.
Advanced Big Data Analytics Tools
When analyzing massive, distributed datasets, we utilize cutting-edge technologies:
Completed Projects
Designing the Solutions of Tomorrow
Today, supercomputers enable advanced simulations that far exceed the capabilities and efficiency of traditional experimental laboratories. These simulations are widely used to design and test innovative technologies for next-generation products and services.
Interdisciplinary Expertise
At ICM, we possess extensive experience in complex process modeling leveraging High-Performance Computing (HPC). Our numerical weather prediction service, Meteo.pl, has been highly popular for years, delivering the country’s most reliable atmospheric forecasts. Our team includes leading experts – scientists, software developers, and large-scale computing specialists – who drive interdisciplinary projects using extreme-scale simulations.
Applications for All Sectors
ICM’s supercomputing infrastructure enables the highly efficient simulation of complex processes. Today, computer-aided design and modeling are utilized across most sectors of the economy, as well as in academia and the public sector. The projects we implement support key industries, including:
Our software developers deliver optimized tools tailored to the scale of the problem and the specific requirements of each project. At every stage of development, we engineer innovative, integrated solutions ready for immediate deployment across academia, business, and public administration.
Benefits of Computer Modeling
- Rapid Development of New Applications
Computer modeling in science and industry drives cost optimization and introduces innovative methodologies that accelerate time-to-results. Simulations deliver higher precision, allowing research workflows to be easily replicated and modified by introducing new parameters. For R&D operations, this translates into greater flexibility and efficiency.
- Modeling at Any Scale
For a long time, leveraging supercomputers for simulation workflows was restricted to the wealthiest entities capable of maintaining their own on-premise HPC infrastructure. At ICM, we democratize access to high-performance computing power, enabling small and medium-sized enterprises (SMEs), as well as startups, to fully harness the potential of supercomputers to engineer groundbreaking solutions.
Modern Visualization Laboratory
At ICM, our Visual Data Analysis Laboratory features a state-of-the-art 8K video wall designed for meticulous image-based data analysis. The display system is powered by a purpose-built, high-performance graphics server that maintains direct, ultra-fast access to our primary data storage resources.
Ensuring Precise Data Interpretation
Massive datasets hold immense informational potential, yet analyzing them effectively remains one of the greatest challenges of the Big Data era. By leveraging advanced data visualization, the analytical process becomes more precise, insightful, and actionable.
Image-Assisted Analytics
Our experts possess deep competencies in information visualization, as well as visual data mining and analysis. The projects they implement cover all stages of the visualization workflow:
and format
metadata acquisition;
and reduction;
and presentation.
The expertise of ICM specialists also encompasses human-computer interaction (HCI), including the design of multidimensional user interfaces.
Advantages of Visual Data Analysis
- Uncovering New Relationships
Visualization helps transform raw data into actionable insights. One of its greatest advantages is the discovery of complex relationships among diverse data types, as well as previously unnoticed correlations.
- Faster Comprehension and Communication of Research Results
The dynamic graphic presentation enabled by visualization provides faster, more convenient data insights and enhances the communication of research findings. This is particularly vital for interdisciplinary studies and when presenting information across different fields of knowledge.
- Enhanced Interaction with Data
Ultimately, visualization grants greater flexibility when working with data. Unlike static tables or charts, advanced visualization tools enable seamless interaction and real-time image modification, allowing users to extract even more valuable insights from the gathered data.
Our Initiatives
Since its inception, ICM has been initiating and co-creating innovative endeavors that bridge cutting-edge computing technologies with the real-world needs of academia and industry – fostering an environment for groundbreaking discoveries and the dynamic advancement of digital competencies.
In the realm of education and community building around HPC, we successfully organize and co-host prestigious conferences, workshops, hackathons, and international events. These include Supercomputing Frontiers Europe, various programs under the “Excellence Initiative – Research University” framework (Evolutionary PDEs, Crossing the borders of physics and biology), and leading global events such as Expo Dubai and the SC Conference.
Through our participation in these events, as well as numerous R&D and educational projects, we actively promote Poland and the University of Warsaw within the global scientific community. We create an inspiring space for knowledge exchange, the development of young talent, and high-level discussions on the latest advancements in large-scale computing, numerical methods, and data science.
Our Services
We are a highly skilled team of specialists backed by advanced, high-performance cyberinfrastructure. We deliver comprehensive, optimized solutions tailored for academia, business, and the public sector, seamlessly bridging expert experience with cutting-edge technological capabilities.
We provide a wide range of services, including:
- Provisioning of Computing and Analytical Infrastructure
- Project Collaboration (Technical and Software Development Support)
- Consulting and Training Services
