Computational Methods and AI-Assisted Design of Acoustically Performative Generative Panel Systems

Computational Methods and AI-Assisted Design of Acoustically Performative Generative Panel Systems

In recent years, with regulations and awareness raising activities of health organizations, prevention of noise pollution and the management and control of environmental noise have become increasingly important. At the same time, collective use areas such as common spaces and multi-purpose halls have started to gain more and more importance. However, the rethinking of how to use these common areas more rationally, especially with the recent COVID-19 processes, has created a potential at the intersection of these two situations. Acoustic design proposals, which have mostly been suggested in the literature to respond to a constant need, have been addressed as an adaptive solution in this research. In this context, an absorber panel system has been proposed to respond to different usage scenarios and different acoustic performance needs. In the proposed three-stage research, it is planned to first create the parametric model of the system and then create the generative system with artificial intelligence supporting computational design tools in this model. Finally, design alternatives are fabricated by additive manufacturing technologies.

Project Team

Arzu Gönenç Sorguç, Muge Krusa Yemişcioğlu, Ozan Yetkin

Funding

ECITE Pitching Event: Creative Projects Took the Stage

ECITE Pitching Event: Creative Projects Took the Stage

As part of the project “Games, Wearable Technologies, and Next-Generation Films: Economic Development through Creative Industries (ECITE),” creative projects took the stage following a gathering held at the METU Design Factory.

At the ECITE Pitching Event, project developers working in the fields of film, games, and wearable technologies had the opportunity to present their ideas to industry professionals, representatives from the entrepreneurship ecosystem, and members of the creative community. Organized under the leadership of METU Crea, participants introduced their projects, received feedback, and took the first steps toward potential collaborations.

The event was not limited to the sharing of creative ideas; it also provided a platform that fostered cross-sectoral interaction and a culture of multidisciplinary production. METU Crea continues to support creative industries and host projects that bring together technology and art.

Intersection of Creativity and Technology: The ECITE Project Brought Industries Together at METU Design Factory

Intersection of Creativity and Technology: The ECITE Project Brought Industries Together at METU Design Factory

As part of the "Games, Wearable Technologies, and Next-Generation Films: Economic Development through Creative Industries (ECITE)" project, project developers gathered at the METU Design Factory.

METU Crea, which bridges the film, gaming, and wearable technology sectors, continues to bring together technology and creativity, generating future-oriented solutions and opportunities. Through the work carried out under the ECITE project, METU Crea extends its impact beyond academic circles via strategic partnerships, supporting project developers in interacting with global industry leaders, tech startups, and creative communities.

During this gathering, project developers had the opportunity to meet with the METU Crea team, share their experiences, and exchange ideas about their future goals, visions, and expectations.

Noise Removal in Building Documentation by Generative Adversarial Networks

Noise Removal in Building Documentation by Generative Adversarial Networks

In our day, it is possible to document existing buildings and transfer to digital medium in 3D owing to the advancements in the technology. In the course of this transfer, temporary, permanent or seasonal obstacles may reside between buildings and data capturing devices regardless of the method of data collection and as a result preventing the precise and correct documentation of the buildings. In the scope of this project, it is aimed to obtain high precision 3D models reflecting the real case of buildings with the utilization of deep learning based models to clear these obstacles which can be regarded as noise in the data autonomously. In this context, a method which the noise in building photos are autonomously detected and noise regions are inpainted with respect to the building for 3d reconstruction software from multiple photos is proposed. Semantic segmentation and generative adversarial networks based inpainting models are utilized in an end-to-end manner. The testing of the proposed method is conducted in both indoor spaces and building facades and the results revealed an increase in the precision of the 3D models with respect to the models obtained from unprocessed photos.

Project Team

Arzu Gönenç Sorguç, Çağlar Fırat Özgenel

Funding

EU-Funded KPI Project from METU Design Factory: CoARA

EU-Funded KPI Project from METU Design Factory: CoARA

We are proud to announce that METU Design Factory, an interdisciplinary R&D center operating under Middle East Technical University, has been selected for funding by the European Union to lead a pioneering initiative aimed at developing and piloting qualitative Key Performance Indicators (KPIs) for research assessment in the creative industries.

The project will be implemented under the umbrella of METU Crea, focusing on three rapidly evolving creative sectors: new-generation filmmaking, game development, and wearable technologies. Leveraging the applied research capacity of METU Design Factory and its expertise in creative ecosystems, the initiative aims to establish a scalable and responsible model for evaluating creative research outputs.

In line with the principles of the Agreement on Reforming Research Assessment (ARRA), the project centers on qualitative evaluation methods, supported by the careful use of quantitative indicators. Through stakeholder workshops and collaborations with experts from Türkiye and various European countries, KPIs will be defined to reflect innovation, societal impact, and creative excellence.

These indicators will be tested through pilot implementations in selected research projects within METU Crea, accompanied by comprehensive training programs for researchers and evaluators. The project will also draw on methodologies and insights developed by CoARA working groups, contributing to the transformation of research assessment systems across Europe.

With the strong institutional support of METU and its academic community of over 2,500 faculty members, METU Design Factory continues to play an active role in shaping inclusive, impact-driven, and forward-looking research environments.

METU Crea II. Info Day @ Eskişehir

METU Crea II. Info Day @ Eskişehir

The "METU Crea Info Day 2 - Eskişehir" event was held on April 25, 2024, at Park Dedeman Eskişehir. It featured updates on the ECITE Project and METU Crea, providing valuable information to attendees which included small and medium-sized enterprises within the creative industries, industry workers, entrepreneurs, and students. These participants received insights into the latest developments in their sectors and the current state of the industry.

Following the opening session, attendees were invited to the specially designed concept space, Crea Café. This café facilitated the exchange of experiences and interactive discussions focused on the targeted sectors of Gaming, Next-Generation Filmmaking, and Wearable Technologies, as well as cross-sector entrepreneurship. Participants also had the opportunity to learn about METU Crea's sectoral services and the project application processes from academics and industry experts.

The event continued with the PROJECT Me activity, where entrepreneurs who applied had the opportunity to present their project proposals in front of an audience and a panel of judges. After their presentations, the entrepreneurs responded to questions from the judges and attendees.

“Story Begins…”

“Story Begins…”

Within the scope of “ECITE: Emergence of Creative Industries and Transformation of Economy of Gaming, Wearables and New Generation Film Production” Project, co-financed by the European Union and the Republic of Türkiye, and whose Contracting Authority is the Ministry of Industry and Technology and the Beneficiary is the Middle East Technical University (METU), the first Info Day was organized on 16.02.2024 at CerModern in Ankara.
Creative sectors professionals, freelancers, and students from the fields of Gaming, New Generation Film Production and Wearable Technologies gathered at the “METU Crea Info Days – Ankara.”

Having delivered the opening speech of the event, the rector of Middle East Technical University Prof. Dr. Mustafa Verşan Kök stated that with ECITE Project and METU Crea, METU will home an important structure for enterprises and entrepreneurs and will provide consultancy and training opportunities on product development and commercialization by enhancing competitiveness and sustainability of creative sectors in global extent through the renewed infrastructure of METU Design Factory, TEKNOKENT ATOM and GISAM.

During the event, Project’s Team Leader Rasmus Wiinstedt Tscherning, the Director of METU Design Factory Prof. Dr. Arzu Gönenç Sorguç, Entrepreneur and Experience Designer Yakup Bayrak, and Project’s sectoral experts Dr. Leyla Türker Şener, Dr. Serkan Şavk and Nihat Baran Menteş delivered speeches and presentations.

METU Design Factory Hosts IDFW’23 and DFGN.R Conference II

METU Design Factory Hosts IDFW’23 and DFGN.R Conference II

METU Design Factory, an innovation center where researchers and students from various disciplines come together and work on new products and solutions, hosts an important organization in the fields of design, innovation, and collaboration. Within the International Design Factory Week (IDFW) that will take place between October 2-6, 2023, design factory representatives from many countries will convene at METU for workshops, training and new collaboration opportunities.

Design Factory Global Network (DFGN), comprising 39 design factories across 26 countries as members and promoting international cooperation efforts with a focus on education and innovation through events such as IDFW, gathers its 25 member design factories and nearly fifty representatives at METU Design Factory. The design factories that participate in this year’s event to discuss possible future collaborations and projects in addition to sharing their activities with others are listed below.

  • Design Factory Javeriana Bogotá (Colombia)
  • Design Factory Korea (South Korea)
  • Design Factory Melbourne (Australia)
  • Design Factory Shenkar (Israel)
  • DF London (England)
  • DF Pforzheim (Germany)
  • DF@Seunisa (Italy)
  • FORGE Design Factory (Ireland)
  • FusionPoint (Spain)
  • Future Design Factory (The Netherlands)
  • HAMK Design Factory (Finland)
  • Hannam Design Factory (South Korea)
  • iCubo UDD (Chile)
  • Ideasquare @CERN (Switzerland)
  • Inno.space (Germany)
  • Kyoto Design Lab (Japan)
  • Manchester Design Factory (England)
  • NYC Design Factory (United States of America)
  • Oper.Space (Italy)
  • Porto Design Factory (Portugal)
  • Sino-Finnish Centre (China)
  • St. John’s University Design Factory (United States of America)
  • University of Tartu Delta Sandbox (Estonia)
  • UPV: Generación Espontánea (Spain)

This year in its seventh iteration at the METU Design Factory, IDFW also includes the second international DFGN.R Conference, where diverse applications and educational insights from all over the world in the field of design and innovation are exchanged and explored. This year’s conference, themed “Design for Diversity,” will take place on October 5-6 in collaboration with the CERN IdeaSquare Journal of Experimental Innovation (CIJ), and selected research papers will be published in a special issue of this journal. Throughout the remainder of the week, you can get the updates regarding these exciting events by following the METU Design Factory and DFGN social media accounts, or by following the hashtags #IDFW2023 and #DFGNR. For detailed information and updates, you can also click on the links below.

  • DFGN.R Conference Website: https://www.conference.dfgn.org/
  • Conference Proceedings Book: https://aaltodoc.aalto.fi/handle/123456789/123732
  • METU Design Factory Website: https://tf.metu.edu.tr/
ECITE KICK-OFF MEETING

ECITE KICK-OFF MEETING

Funded by the European Union and the Ministry of Industry and Technology, Technical Assistance for “ECITE: Emergence of Creative Industries and Transformation of Economy of Gaming, Wearables and New Generation Film Production” will be carried out in cooperation with METU Design Factory, METU GISAM and ATOM. The kick-off meeting with the partners of the project was held on 16.03.2023 at METU Culture and Congress Center.

METU Design Factory, host of IDFW ’23

METU Design Factory, host of IDFW ’23

The International Design Factory Week (IDFW), which will be held for the seventh time in 2023, is planned to be hosted by the METU Design Factory. IDFW is an event where design factories located in 35 different cities around the world come together every year to share their experiences and exchange ideas on potential collaborations and projects through various events and workshops held throughout the week, within the body of the Global Network of Design Factories (DFGN). The event is also a global event promoting the host design factory and the surrounding ecosystem.

Within the scope of the IDFW’23 organization, which will be hosted by the METU Design Factory in 2023, Aalto University Design Factories Global Network coordinators discussed the organization planning and existing infrastructures for 4 days between 14-17 November 2022. Various meetings were held, including the design factory, METU campus and technological infrastructures were introduced.