ai - RISC2 Project https://www.risc2-project.eu Wed, 22 Nov 2023 08:23:24 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.2 Three years of building bridges in HPC research between Europe and Latin America: RISC2 project comes to an end https://www.risc2-project.eu/2023/11/16/three-years-of-building-bridges-in-hpc-research-between-europe-and-latin-america-risc2-project-comes-to-an-end/ Thu, 16 Nov 2023 15:56:54 +0000 https://www.risc2-project.eu/?p=3066 Artificial intelligence, personalised medicine, the development of new drugs or the fight against climate change. These are just a few examples of areas where high performance computing has an impact and could prove to be essential. With the aim of fostering cooperation between Europe and Latin America in this field, 16 organisations from the two […]

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Artificial intelligence, personalised medicine, the development of new drugs or the fight against climate change. These are just a few examples of areas where high performance computing has an impact and could prove to be essential. With the aim of fostering cooperation between Europe and Latin America in this field, 16 organisations from the two continents have launched the RISC2 project.

“The RISC2 project has proven to be a team effort in which European and Latin American partners worked together to drive HPC collaboration forward. We have been able to create a lively and active community across the Atlantic to stimulate dialogue and boost cooperation that won’t die with RISC2’s formal end”, says Fabrizio Gagliardi, manager director of RISC2.

Since 2021, this knowledge-sharing network has organised webinars, summer schools, meetings with policymakers and participated in conferences and dissemination events on both sides of the Atlantic. The project also resulted in the HPC Observatory Repository — a collection of documents and training materials produced as part of the project – and the White Paper on HPC R&I Collaboration Opportunities, a document that reviews the key socio-economic and environmental factors and trends that influence HPC needs.

These were two of the issues highlighted by European Commission officials and experts during the final evaluation of the project, which could provide continuity to the work carried out by the consortium over the last three years, in line with the wishes of the partners and the advice of the evaluators. “Beyond RISC2, we should keep the momentum and leverage the importance of Latin America in the frame of the Green Deal actions: HPC stakeholders should encourage policymakers to build bilateral agreements and offer open calls focused on HPC collaboration“, reflects Fabrizio Gagliardi.

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CARLA 2023: RISC2 Results Presented at Largest HPC Conference in Latin America https://www.risc2-project.eu/2023/09/28/carla-2023-risc2-results-presented-at-largest-hpc-conference-in-latin-america/ Thu, 28 Sep 2023 10:21:06 +0000 https://www.risc2-project.eu/?p=3033 From September 18 to 22, Cartagena de Indias, Colombia, hosted the Latin America High-Performance Computing Conference (CARLA), which brought together around 300 researchers in the field from around the world — with particular emphasis on the presence of young and female researchers . With a varied program, the event aimed to provide a discussion forum to […]

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From September 18 to 22, Cartagena de Indias, Colombia, hosted the Latin America High-Performance Computing Conference (CARLA), which brought together around 300 researchers in the field from around the world — with particular emphasis on the presence of young and female researchers . With a varied program, the event aimed to provide a discussion forum to encourage the growth and strengthening of the High-Performance Computing community in Latin America, focusing on the exchange and dissemination of ideas, techniques, and research, as well as their application.

Given the nature of the project, RISC2 could not fail to be represented through its partners and with a strong presence in the event’s program. Carlos J. Barrios, researcher from the Universidad Industrial de Santander and RISC2 partner was responsible for opening CARLA, with his address setting the tone for the conference, emphasizing the importance of collaborative efforts and knowledge sharing in furthering the frontiers of HPC.

Fabrizio Gagliardi, the coordinator of RISC2, also took center stage with a special talk that introduced the audience to the mission and objectives of the RISC2 project. The presentation shed light on the pivotal role that RISC2 plays in advancing HPC research and development of the cooperation between the two continents in this field. Gagliardi participated in the EuroHPCLatam panel: Policy and Global Actions, which included representatives from Red Clara, CAF and the Ministry of CyT Colombia. This panel explored the policies and global actions required to propel HPC forward in Latin America, emphasizing collaboration between key stakeholders.

Another highlight of CARLA 2023 was the tribute to Mateo Valero, one of the promoters of RISC2. Valero’s dedication and contributions to the field were celebrated through an award with his name and one he was the first recepient, underscoring the lasting impact of his work on the entire HPC community.

This event was particularly important as it coincided with the end of the RISC2 project and the presentation of its results. Over the course of three years, the initiative has strengthened contacts and promoted the exchange of knowledge between researchers from Latin America and Europe through the organization of nine webinars, the support of several schools, workshops, and other training events in the field for young students and researchers. During this period, RISC2 partners also participated in several conferences and ceremonies with policymakers to raise awareness of the importance of continuing to support and prioritize this area of research in the future.

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60 students participated in the ACM Europe Summer School dedicated to HPC Computer Architectures https://www.risc2-project.eu/2023/08/22/60-students-participated-in-the-acm-europe-summer-school/ Tue, 22 Aug 2023 09:41:19 +0000 https://www.risc2-project.eu/?p=3017 At the beginning of July, the Barcelona Super Computing Center hosted the 4th edition of the ACM Europe Summer School on HPC Computer Architectures for AI and Dedicated Applications. The initiative, which featured several renowned personalities from the field, consisted of lectures and tutorials, as well as invited talks. The RISC2 project was also represented, […]

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At the beginning of July, the Barcelona Super Computing Center hosted the 4th edition of the ACM Europe Summer School on HPC Computer Architectures for AI and Dedicated Applications. The initiative, which featured several renowned personalities from the field, consisted of lectures and tutorials, as well as invited talks.

The RISC2 project was also represented, having made it possible, through monetary support, for some students from Latin America to take part – thus continuing its work in the social field. In total, 60 students from 25 different nationalities took part in the initiative.

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RISC2’s partners gather in Brussels to reflect on three years of collaboration between EU and Latin America https://www.risc2-project.eu/2023/07/26/risc2s-partners-gather-in-brussels-to-reflect-on-three-years-of-collaboration-between-eu-and-latin-america/ Wed, 26 Jul 2023 12:03:56 +0000 https://www.risc2-project.eu/?p=2992 Over the past three years, the RISC2 project has established a network for the exchange of knowledge and experience that has enabled its European and Latin American partners to strengthen relations in HPC and take significant steps forward in this area. With the project quickly coming to an end, it was time to meet face-to-face […]

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Over the past three years, the RISC2 project has established a network for the exchange of knowledge and experience that has enabled its European and Latin American partners to strengthen relations in HPC and take significant steps forward in this area. With the project quickly coming to an end, it was time to meet face-to-face in Brussels to reflect on the progress and achievements, the goals set, the difficulties faced, and, above all, what can be expected for the future.

The session began with a welcome and introduction by Mateo Valero (BSC), one of the main drivers of this cooperation and a leading name in the field of HPC. This intervention was later complemented by Fabrizio Gagliardi (BSC). Afterward, Elsa Carvalho (INESC TEC) presented the work done in terms of communication by the RISC2 team, an important segment for all the news and achievements to reach all the partners and countries involved.

Carlos J. Barrios Hernandez then presented the work done within the HPC Observatory, a relevant source of information that European and Latin American research organizations can address with HPC and/or AI issues.

The session closed with an important and pertinent debate on how to strengthen cooperation in HPC between the European Union and Latin America, in which all participants contributed and gave their opinion, committing to efforts so that the work developed within the framework of RISC2 is continued.

What our partners had to say about the meeting?

Rafael Mayo Garcia, CIEMAT:

“The policy event organized by RISC2 in Brussels was of utmost importance for the development of HPC and digital capabilities for a shared infrastructure between EU and LAC. Even more, it has had crucial contributions to international entities such as CYTED, the Ibero-American Programme for the Development of Science and Technology. On the CIEMAT side, it has been a new step beyond for building and participating in a HPC shared ecosystem.”

Esteban Meneses, CeNAT:

“In Costa Rica, CeNAT plays a critical role in fostering technological change. To achieve that goal, it is fundamental to synchronize our efforts with other key players, particularly government institutions. The event policy in Brussels was a great opportunity to get closer to our science and technology ministry and start a dialogue on the importance of HPC, data science, and artificial intelligence for bringing about the societal changes we aim for.”

Esteban Mocskos, UBA:

“The Policy Event recently held in Brussels and organized by the RISC2 project had several remarkable points. The gathering of experts in HPC research and management in Latin America and Europe served to plan the next steps in the joint endeavor to deepen the collaboration in this field. The advance in management policies, application optimization, and user engagement are fundamental topics treated during the main sessions and also during the point-to-point talks in every corner of the meeting room.
I can say that this meeting will also spawn different paths in these collaboration efforts that we’ll surely see their results during the following years with a positive impact on both sides of this fruitful relationship: Latin America and Europe.”

Sergio Nesmachnow, Universidad de la República:

“The National Supercomputing Center (Uruguay) and Universidad de la República have led the development of HPC strategies and technologies and their application to relevant problems in Uruguay. Specific meetings such as the policy event organized by RISC2 in Brussels are key to present and disseminate the current developments and achievements to relevant political and technological leaders in our country, so that they gain knowledge about the usefulness of HPC technologies and infrastructure to foster the development of national scientific research in capital areas such as sustainability, energy, and social development. It was very important to present the network of collaborators in Latin America and Europe and to show the involvement of institutional and government agencies.

Within the contacts and talks during the organization of the meeting, we introduced the projecto to national authorities, including the National Director of Science and Technology, Ministry of Education and Culture, and the President of the National Agency for Research and Innovation, as well as the Uruguayan Agency for International Cooperation and academic authorities from all institutions involved in the National Supercomputing Center initiative. We hope the established contacts can result in productive joint efforts to foster the development of HPC and related scientific areas in our country and the region.”

Carla Osthoff, LNCC:

“In Brazil, LNCC is critical in providing High Performance Computing Resources for the Research Community and training Human Resources and fostering new technologies. The policy event organized by RISC2 in Brussels was fundamental to synchronizing LNCC efforts with other government institutions and international  entities. On the LNCC side, it has been a new step beyond building and participating in an HPC-shared ecosystem.

Specific meetings such as the policy event organized by RISC2 in Brussels  were very important to present the network of collaborators in Latin America and Europe and to show the involvement of institutional and government agencies.

As a result of joint activities in research and development in the areas of information and communication technologies (ICT), artificial intelligence, applied mathematics, and computational modelling, with emphasis on the areas of scientific computing and data science, a Memorandum of Understanding (MoU) have been signed between LNCC and Inria/France. As a  result of new joint activities, LNCC and INESC TEC/Portugal are starting  collaboration through INESC TEC International Visiting Researcher Programme 2023.”

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HPC, Data & Architecture Week https://www.risc2-project.eu/2023/06/28/hpc-data-architecture-week/ Wed, 28 Jun 2023 11:26:14 +0000 https://www.risc2-project.eu/?p=2952 Presentations All the videos are available here: Sergio Nesmachnow Class 1 Class 2 Class 3 Class 4 Pablo Ezzati Class 1 Class 2 Esteban Meneses Class 1 Class 2 Class 3 More information

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Presentations

All the videos are available here:

Sergio Nesmachnow

  • Class 1

  • Class 2

  • Class 3

  • Class 4

Pablo Ezzati

  • Class 1

  • Class 2

Esteban Meneses

  • Class 1

  • Class 2

  • Class 3

More information

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Scientific Machine Learning and HPC https://www.risc2-project.eu/2023/06/28/scientific-machine-learning-and-hpc/ Wed, 28 Jun 2023 08:24:28 +0000 https://www.risc2-project.eu/?p=2863 In recent years we have seen rapid growth in interest in artificial intelligence in general, and machine learning (ML) techniques, particularly in different branches of science and engineering. The rapid growth of the Scientific Machine Learning field derives from the combined development and use of efficient data analysis algorithms, the availability of data from scientific […]

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In recent years we have seen rapid growth in interest in artificial intelligence in general, and machine learning (ML) techniques, particularly in different branches of science and engineering. The rapid growth of the Scientific Machine Learning field derives from the combined development and use of efficient data analysis algorithms, the availability of data from scientific instruments and computer simulations, and advances in high-performance computing. On May 25 2023, COPPE/UFRJ organized a forum to discuss Artificial Intelligence developments and its impact on the society [*].

As the coordinator of the High Performance Computing Center (Nacad) at COPPE/UFRJ, Alvaro Coutinho, presented advances in AI in Engineering and the importance of multidisciplinary research networks to address current issues in Scientific Machine Learning. Alvaro took the opportunity to highlight the need for Brazil to invest in high performance computing capacity.

The country’s sovereignty needs autonomy in producing ML advances, which depends on HPC support at the Universities and Research Centers. Brazil has nine machines in the Top 500 list of the most powerful computer systems in the world, but almost all at Petrobras company, and Universities need much more. ML is well-known to require HPC, when combined to scientific computer simulations it becomes essential.

The conventional notion of ML involves training an algorithm to automatically discover patterns, signals, or structures that may be hidden in huge databases and whose exact nature is unknown and therefore cannot be explicitly programmed. This field may face two major drawbacks: the need for a significant volume of (labelled) expensive to acquire data and limitations for extrapolating (making predictions beyond scenarios contained in the trained data difficult).

Considering that an algorithm’s predictive ability is a learning skill, current challenges must be addressed to improve the analytical and predictive capacity of Scientific ML algorithms, for example, to maximize its impact in applications of renewable energy. References [1-5] illustrate recent advances in Scientific Machine Learning in different areas of engineering and computer science.

References:

[*] https://www.coppe.ufrj.br/pt-br/planeta-coppe-noticias/noticias/coppe-e-sociedade-especialistas-debatem-os-reflexos-da-inteligencia

[1] Baker, Nathan, Steven L. Brunton, J. Nathan Kutz, Krithika Manohar, Aleksandr Y. Aravkin, Kristi Morgansen, Jennifer Klemisch, Nicholas Goebel, James Buttrick, Jeffrey Poskin, Agnes Blom-Schieber, Thomas Hogan, Darren McDonaldAlexander, Frank, Bremer, Timo, Hagberg, Aric, Kevrekidis, Yannis, Najm, Habib, Parashar, Manish, Patra, Abani, Sethian, James, Wild, Stefan, Willcox, Karen, and Lee, Steven. Workshop Report on Basic Research Needs for Scientific Machine Learning: Core Technologies for Artificial Intelligence. United States: N. p., 2019. Web. doi:10.2172/1478744.

[2] Brunton, Steven L., Bernd R. Noack, and Petros Koumoutsakos. “Machine learning for fluid mechanics.” Annual Review of Fluid Mechanics 52 (2020): 477-508.

[3] Karniadakis, George Em, et al. “Physics-informed machine learning.” Nature Reviews Physics 3.6 (2021): 422-440.

[4] Inria White Book on Artificial Intelligence: Current challenges and Inria’s engagement, 2nd edition, 2021. URL: https://www.inria.fr/en/white-paper-inria-artificial-intelligence

[5] Silva, Romulo, Umair bin Waheed, Alvaro Coutinho, and George Em Karniadakis. “Improving PINN-based Seismic Tomography by Respecting Physical Causality.” In AGU Fall Meeting Abstracts, vol. 2022, pp. S11C-09. 2022.

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Future of EU-LATAM collaboration on HPC https://www.risc2-project.eu/events/future-of-eu-latam-collaboration-on-hpc/ Wed, 14 Jun 2023 15:21:48 +0000 https://www.risc2-project.eu/?post_type=mec-events&p=2943 The project RISC2 aims to strengthen collaboration between Latin America and the European Union in High-Performance Computing (HPC). One of the project’s main goals is to raise awareness among policymakers about the potential of international collaboration in HPC to tackle global challenges, such as climate change, health threats, and energy transition, and promote the exchange […]

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The project RISC2 aims to strengthen collaboration between Latin America and the European Union in High-Performance Computing (HPC). One of the project’s main goals is to raise awareness among policymakers about the potential of international collaboration in HPC to tackle global challenges, such as climate change, health threats, and energy transition, and promote the exchange of best practices between research communities in both regions. Throughout the project lifecycle, the RISC2 Consortium has participated in policy dialogues, supported international training events, established an HPC Observatory and produced up-to-date reports that describe the HPC ecosystem in Latin America. The RISC2 partners are organizing an event in Brussels on 18 July 2023 to present these results to policymakers and foster a conversation about the roadmap for future bi-regional collaboration in the field of HPC.

Read more here.

Check the agenda:

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SC-Camp 2023 gathers students from HPC related fields in Cartagena de Indias https://www.risc2-project.eu/2023/06/13/sc-camp-2023-gathers-students-from-hpc-related-fields-in-cartagena-de-indias/ Tue, 13 Jun 2023 07:23:45 +0000 https://www.risc2-project.eu/?p=2833 Last month, students from the field of Computer Sciences, Engineering and others related to HPC (Physics & Material Sciences, Biology/Bioinformatics, Finance, etc), gathered for six days in Cartagena de Indias, Colombia, for the SC-Camp, where they had the chance to learn more about Super Computing and Distributed Systems. The week was filled with courses with […]

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Last month, students from the field of Computer Sciences, Engineering and others related to HPC (Physics & Material Sciences, Biology/Bioinformatics, Finance, etc), gathered for six days in Cartagena de Indias, Colombia, for the SC-Camp, where they had the chance to learn more about Super Computing and Distributed Systems. The week was filled with courses with focus on practical sessions, keynotes and a collaborative project.

As such, the aim of the SC-Camp was to give undergraduate and master students state-of-the-art lectures and programming practical sessions about High Performance and Distributed Computing topics.

SC-Camp is an itinerant school, which means that every year t will take HPC knowledge to a different place. This was the first time, since the Covid-19 pandemic, the SC-Camp took place in person.

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Costa Rica HPC School 2023 https://www.risc2-project.eu/2023/06/12/costa-rica-hpc-school-2023/ Mon, 12 Jun 2023 15:37:01 +0000 https://www.risc2-project.eu/?p=2926 SC-Camp 2023 https://www.risc2-project.eu/2023/06/12/sc-camp-2023/ Mon, 12 Jun 2023 15:26:26 +0000 https://www.risc2-project.eu/?p=2924