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Vojtěch Mrázek received the prestigious GA ČR JUNIOR STAR grant for outstanding early-career scientists

The Faculty of Information Technology at Brno University of Technology is set to receive a five-year grant and with it a significant financial subsidy for the research team. Vojtěch Mrázek from the Department of Computer Systems and his team have received support from the Czech Science Foundation in the form of a GA ČR Junior Star grant. This is an extraordinary achievement, as evidenced by the demanding selection process, in which only three teams from the field of technical sciences across the entire country were successful, and only one of them comes from BUT. Junior Star grants are intended for outstanding early-career scientists and researchers within eight years of obtaining their Ph.D. who have already published in prestigious international journals and have significant international experience. The grants are awarded by a jury composed exclusively of foreign researchers. The reward for the demanding selection process is worth it: thanks to a five-year project with the possibility of drawing up to CZK 25 million and without the need for additional funding from the parent institution, researchers have the opportunity to become scientifically independent, establish or support a research team, and bring new research topics to Czech science.

Research independence and student involvement

Vojtěch Mrázek himself confirms the above. "I greatly appreciate this project because it allows me to build a team, and without a team, it is not possible today given the complexity of the technologies. This is not a job for one person." The research team is therefore professionally complemented by Dr. Marcela Zachariášová and Ing. Martin Hurta. [M(1] Mrázek adds that the supported project will also allow the potential of the faculty's students to be utilized, whose knowledge of computer engineering is promising for the task. "Students should also participate in the team as part of their bachelor's and master's theses—these theses can approach the topic from a software perspective."

The winning project by Vojtěch Mrázek and his team, EvoML-EDA: Synergy of Evolutionary Algorithms and Advanced Machine Learning Algorithms for Digital Circuit Design, aims to combine the advantages of evolutionary electronic circuit design and advanced machine learning methods to improve chip design. Mrázek and his colleagues use evolutionary algorithms based on the principle of gradual unplanned changes leading to improved performance to design and optimize circuits. The disadvantage of these algorithms is that they are relatively time-consuming, but the reward is transformations that, when combined with machine learning algorithms, lead to their improvement. The influence of evolutionary algorithms and AI algorithms is mutual—evolutionary design algorithms also improve through interaction. The result is an increase in the efficiency of calculations and a related reduction in the energy consumption of computational operations. As Mrázek notes, this is a prerequisite for keeping pace with the ever-faster improvement of technologies and being able to make better use of them. Mrázek also points out that, given the length of the project, it is necessary to ensure that the resulting algorithms can also be applied to technological innovations that will begin to play a key role in the meantime. Specifically, he mentions quantum computing and related aspects of chip security.

Electronic Design Automation: a field in which we are strong

Imagining the entire chip design process is a challenge for the non-expert. Vojtěch Mrázek uses the image of three layers of the process to explain his research topic: "We have our own chip software architecture, e.g., for processing internet traffic or video, which are topics that other research groups at the faculty are working on. And then there is the level of chip technology, the 'construction' of hardware, which is the focus of FEKT, for example. And between them there is a layer called EDA, Electronic Design Automation." This "middle" layer can be thought of as the creation of software tools for the design of integrated electronic systems, in this case chips. "We are in the middle, straddling, figuratively speaking, between software and hardware. You can think of us as a translator between the hardware and software architecture of chips. My job is to ensure the most efficient and energy-efficient communication between these two levels. It is precisely in this area of the chip industry that FIT is successful, and Europe itself is also strong in this field." Mrázek points out that FIT VUT and the Evolvable Hardware research group are among the top ten in Europe in the field of Electronic Design Automation, as evidenced by the Computer Science Ranking database and as demonstrated by cooperation with foreign partners.

As for the project itself, Mrázek mentions the inspiration and valuable feedback he received from colleagues when putting together his proposal. Specifically, he mentions Prof. Lukáš Sekanina, Doc. Milan Češka, and Doc. Ondřej Lengál. He also appreciates the help of the faculty's Economic Department staff. He repeatedly points out that the project is by no means just his work, but a collective effort. A group of young researchers, doctoral students, and students will cover the entire research topic, ranging from algorithm design and circuit design to testability.

It should be added that Vojtěch Mrázek has had several major successes in the recent past. These are symbolically represented by the most prestigious Czech public award for science and research, the Česká hlava prize, which he received in 2019 for his research into intentional errors in integrated circuits.

An overview of other successful applicants and winning projects can be found on the official website of the GA ČR Junior Star grant competition.



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The extraordinary success of Professor Jiří Jaroš is also a testament to the quality of teaching at FIT BUT

This is undoubtedly a significant milestone for Professor Jiří Jaroš – and at the same time proof of the high standard of teaching at the Faculty of Information Technology. This is how one could briefly describe the significance of the Award of the Minister of Education, Youth and Sports for Outstanding Educational Activities at a University, which Jaroš, together with three other personalities, received from the hands of Minister of Education Mikuláš Bek on Tuesday, November 4, 2025, at the Liechtenstein Palace in Prague. The award is given to university employees for exceptional and innovative pedagogical achievements. Its aim is to highlight the importance of high-quality educational activities at universities and to highlight examples of good practice and innovation in the field of education.

Not just a top scientist

Jiří Jaroš has been working for many years in the fields of high-performance computing, research and development software, parallel and distributed algorithms, and numerical simulation. Since 2016, he has led the Supercomputer Technologies research group at the Faculty of Information Technology. His field of research is photoacoustic imaging and enabling its practical applications, currently especially in personalized medicine. Last year, the success of his research team was published in the form of a groundbreaking diagnostic technology, the optical 3D photoacoustic scanner. Jaroš is the co-founder of the k-Wave project, which has become the de facto standard software in the field of personalized medicine with nearly 25,000 registered users from around the world.

No less significant, however, is Jaroš's role in educating IT students. Jiří Jaroš is an innovative educator who continuously enriches his courses with the latest findings from research and practice. He is not afraid to introduce new methods into his teaching and motivates his students by involving them in international projects. It was he who advocated for FIT students to have access to the supercomputing technologies of the IT4Innovations center in Ostrava. He sees this as opening doors to the future: "At the Faculty of Information Technology, our students have the opportunity to work with technologies that will not enter common practice for another ten years. They learn to run large-scale programs and analyze their performance and energy consumption. In this way, they acquire skills that are highly valued in the job market. They apply this experience in their diploma theses and research projects, where they achieve truly exceptional results. As a result, they enter the workforce not only with in-depth knowledge, but also with real-world experience working with state-of-the-art computing systems, which gives them a significant competitive advantage." It should be added that his name is currently associated with the important Czech AI Factory project, where he is responsible for training activities (for students and commercial entities) and the creation of a related student hub directly at FIT.

Jiří Jaroš (center) during the ceremony at the Liechtenstein Palace (November 4, 2025) | Author: MŠMT

Rewards and challenges of a successful teacher

Jaroš's teaching skills and contributions were recognized in March of this year with the Werner von Siemens Award. In an interview on the occasion of receiving the award, he briefly defined his teaching style as a kind of theatrical performance: "Since I was a child, I've been a bit of a showman, an extrovert who always needed to be the center of attention. And that logically reflected in my approach to teaching. I try to make it not just a lecture, but more like a small theatrical performance. But the basis is, of course, preparation. I carefully rehearse each lecture, go through video recordings from previous years, add the latest findings, and fine-tune the details so that everything fits together nicely. Basically, I build a story—with an introduction, a plot, a resolution, and a moral."

Finding inner motivation as a teacher after years of working in a university environment may not be easy. Jaroš mentions that the greatest reward for him is when his students return with a smile after starting their careers and confirm that the knowledge and experience they gained during their studies are truly meaningful to them. "There is always room for improvement, and it is necessary to look for new ways. My goal is primarily to engage students, awaken their interest in the subject matter, and motivate them to actively participate. My dream is teaching that is interactive and based on dialogue between students and teachers. I want lectures to be lively debates, so that students come to class expecting to try something new and at the same time are theoretically prepared to solve specific tasks." According to him, the icing on the cake is an independent project, thanks to which students acquire practical skills and demonstrate that they have truly mastered the material.

Of course, the practice of university teaching also involves overcoming obstacles. Some of these are related to the times and may not have been such a significant problem in the past. Jiří Jaroš feels that students today often perceive personal participation in class as less beneficial. They can easily watch lectures online, find most of the information they need on the internet, and artificial intelligence often provides them with advice with incredible accuracy. "However, university is not just about education—it is primarily about meeting people, sharing experiences, and building relationships. It is in this area that I see great potential. We need to bring students back to lecture halls, seminar rooms, but also to courtyards, cafes, and university clubs. In short, to places where a real academic community is created," concludes Professor Jaroš, an award-winning university teacher, on his view of his profession.

FIT VUT is a good choice for anyone interested in studying information technology. This is also thanks to the excellent teaching of Jiří Jaroš, as evidenced by the Minister of Education Award. Thank you and congratulations!

Author: Martin Horný


Author: Martin Horný

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The Industrial Council meeting brought interesting practical suggestions

The goal of information exchange between academia and industry is also pursued by the Industry Council at the Faculty of Information Technology. The advisory working group meets at least once a year with the participation of nearly two dozen representatives of the faculty's corporate partners. The most recent meeting took place on Thursday, October 30, 2025, shortly before the start of the important Žijeme IT conference at FIT.

The opening remarks of the meeting between faculty management and representatives of major IT companies were given by the Vice-Dean for Marketing and External Relations, Vítězslav Bran, who emphasized the importance of such meetings. "Of course, as a faculty of a technical university, we need to know where the practice of information technology is. It is important feedback for teaching and research at the faculty," said Beran, summarizing the role of the event. According to him, the essence of partnership with the faculty lies in preparing students for the job market in the best possible way. This goes hand in hand with foreign internships for students, which should also be supported by the companies themselves. The dean of the faculty, Petr Hanáček, followed up with a presentation of the faculty's strategic goals, highlighting two key projects: the development of supercomputing technologies and the Czech AI Factory consortium, in which experts from FIT play a key role; and a fresh major impetus in the form of quantum informatics and the Quantum Innovation Center association, which can be considered a key project for the future of the Czech Republic in the field of quantum computers and post-quantum cryptography, and whose members also include BUT. Quantum computing, quantum communication, and post-quantum encryption are research areas in which FIT definitely has something to say, thanks to the work of researchers such as Ondřej Lengál.

Author: Martin Horný

The most significant part of the Industry Council meeting was taken up by a discussion in which representatives of corporate partners took part. Kamila Zahradníčková, CEO of the successful startup Lakmoos, highlighted the support for startups and the transformation of communication with the university environment in general over the last 10 years. She thanked the Faculty of Information Technology for its helpful cooperation and specifically mentioned the high quality of the faculty's graduates, from whom Lakmoos selects candidates for cooperation. Radek Vokál, senior product manager at Red Hat, continued in a similar vein, pointing out the advantage that IT students already know about major employers during their studies and can establish cooperation, for example, on study projects and research topics. More information for industry partners would be welcomed by representatives of this company and others from the faculty's research groups.

The quality and professional preparedness of FIT graduates was praised by the CEO of Phonexia, Mrs. Markéta Lőrinczy, who particularly appreciated the close cooperation with faculty "speech therapists" led by Professor Jan Černocký. An interesting debate ensued after a contribution by Vojtěch Filip from Tescan Group, who highlighted semiconductors as an important area of preparation for future graduates. In response, it was noted that, unfortunately, students generally have less interest in hardware, i.e., the fact that "green boards" do not easily arouse the enthusiasm of students. Dean Petr Hanáček emphasized in his response that although universities abroad often do not offer better departments or laboratories, they are able to generate greater interest in hardware topics. Motivating young men and women to take an interest in semiconductors, for example, could be a joint task for faculties and the private sector.

Author: Martin Horný

At the very end, the topic of soft skills of IT graduates was opened. Representatives of Škoda Auto, Markéta Jarošová and Leoš Červený, pointed out the increasing complexity of IT fields and the related fact that practice requires professionals with teamwork and leadership skills. And that it is precisely these prerequisites that university education should develop. It was noted that FIT has projects for teams of several members in a number of compulsory courses, where students gain the aforementioned experience. Although they themselves perceive the importance of teamwork, it is still challenging for a significant number of them. Finally, an interesting observation was made that IT fields in the Netherlands include project work as a matter of course.

Of course, more topics were discussed. Their number alone proves that the Industry Council and other activities aimed at strengthening contacts between industry and the university environment are definitely important.

We would like to thank all participants of Thursday's meeting and look forward to future ones.

Author: Martin Horný

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Machine learning, AI models: DeepLayers forum coming to Brno next week

Are you interested in machine learning and AI models and want to learn from the experiences of others? As part of the nationwide AI Days, the DeepLayers 2025 conference/forum will take place in Brno. The event will last two days, so mark your calendars for November 4 and 5, 2025. The venue is the Institute of Scientific Instruments of the Czech Academy of Sciences in Brno.

The first day will be devoted to practical workshops on training deep learning models – individual blocks will be dedicated to data processing, tutorials on working with models, building blocks of deep learning networks, and data augmentation, for example. Beginners and advanced learners are welcome, with the organizers primarily targeting bachelor's, master's, and doctoral students.

The second day will feature lectures by professionals from the fields of practice and research. You will learn, for example, about the importance of data quality in the development of software solutions in healthcare, and the extremely topical issue of quantum computing will also be addressed. The complete program of the event can be found here.

Filip Plešinger from the Artificial Intelligence and Medical Technologies Group at the Institute of Computer Science of the Czech Academy of Sciences summarized the focus of both days: "The first day is for those who want to compare concepts, fine-tune the basics, and look at model training. On the second day, we will focus on real-life cases from business and academia and discuss how to bring it all to the world: from input data to deployment."

Participation in DeepLayers 2025 is free, but registration is required due to the limited number of participants. You can register at the link above.

The DeepLayers conference is held regularly and in recent years has become a reliable event connecting industry, research, new experiences... and, of course, those interested in machine learning.

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From academic research to commercial practice: Jan Kořenek presented at several major events in Prague and achieved extraordinary success.

For many experts, putting research results into practice is a key goal of their efforts. And rightly so. The most authoritative expert spoke about technology transfer at several public events this week. Associate Professor Jan Kořenek, head of the Accelerated Network Technologies Research Group, described his experiences from long-term cooperation with the CESNET association in the field of cybersecurity for high-speed networks (e.g., the topic of probes operating on external CESNET network links for incident detection). He also presented the case of the extremely successful university spin-off DynaNIC Semiconductors, which has its roots at FIT BUT. This technology company focuses on the development of advanced network solutions based on the use of FPGA technologies, which significantly accelerate network traffic processing by transferring demanding network operations from the processor to programmable network cards with data transfer rates of up to 400 Gb/s. DynaNIC thus offers a possible answer to the challenges associated with the rapid development of AI and the increase in the volume of data transmitted. Last year and this year, the company not only attracted repeated interest from investors, but also won the prestigious Disrupt Awards competition.

Kořenek presented these results of linking academic research and industrial practice at three events held last week in Prague for professionals and the general public. At least one of them brought another great success.

On Monday, October 20, he presented the topic "Czech Network Security Research" at the seventh annual Czechia-Taiwan Technology Days. He described the entire innovation ecosystem of cooperation between universities, CESNET as a unique testing environment, and technology transfer to spin-off companies and technology firms. He also described research outputs linked to universities, not only those from FIT BUT.

Just one day later, he presented the technology startup and BUT spin-off DynaNIC at the ECSO (European Cybersecurity Organisation) Cyber Investor Days 2025. And the result was definitely worth it: based on the presentation, DynaNIC, together with Logmanager, was selected among the finalists of the ECSO European Cybersecurity STARtup Award. The final of the competition is scheduled to take place next year in Brussels. The event has been held since 2020 and focuses on the most promising European startups in the field of cybersecurity with the aim of providing them with opportunities to gain visibility, attract investment, and establish business contacts at the European level.

Jan Kořenek among the winners at ECSO Cyber Investor Days

Finally, on Wednesday, Jan Kořenek took part in a major international investment conference called the Engaged Investments Conference, specifically its panel discussion focused on technology transfer. He was joined by representatives of investment funds David Photien, Miloš Sochor, and Anssi Uimonen in the block "How to Access Deeptech Startups: Venture Capital and Technology Transfer." The conference was attended by 300 investors and people interested in venture capital in Central Europe, with a focus on deep tech, AI, and critical infrastructure.

Technology transfer is an important role of universities. We would like to thank Jan Kořenek for doing his utmost in this regard.


The university spin-off DYNANIC has its origins at the Faculty of Information Technology at Brno University of Technology.

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