Revolutionary Partnership Ushers in AI-Driven Materials Innovation at NUS

In a landmark development for Singapore's higher education and research landscape, the National University of Singapore's Institute for Functional Intelligent Materials (I-FIM) has signed a Memorandum of Understanding (MOU) with Danish nanotechnology pioneer ATLANT 3D. This collaboration aims to establish a shared AI-driven materials discovery foundry, positioning NUS at the forefront of atomic-scale manufacturing and intelligent materials research. The foundry, set to operate within the robotic laboratory at the CREATE Campus for Research Excellence and Technological Enterprise, promises to accelerate breakthroughs in advanced materials by integrating cutting-edge fabrication technologies with artificial intelligence workflows.

This partnership exemplifies Singapore's commitment to fostering deep-tech ecosystems where universities like NUS lead in translating fundamental science into real-world applications. By bridging academia with global startups, it opens new avenues for researchers, students, and industry partners to explore next-generation materials that could revolutionize sectors from semiconductors to quantum computing.

Understanding NUS's Institute for Functional Intelligent Materials

The Institute for Functional Intelligent Materials (I-FIM), launched in 2021 as the world's first dedicated hub for functional intelligent materials, is a cornerstone of NUS's materials science prowess. Directed by Nobel laureate Professor Sir Kostya S. Novoselov, co-discoverer of graphene, I-FIM focuses on designing, synthesizing, and applying smart materials that respond dynamically to external stimuli. These functional intelligent materials (FIMs) exhibit properties like self-healing, shape memory, and adaptive responses, making them ideal for applications in electronics, energy storage, and biomedicine.

Housed within NUS's Department of Materials Science and Engineering, I-FIM boasts state-of-the-art facilities including a Materials Robotics Laboratory. This automated setup enables high-throughput experimentation, where robots handle synthesis, characterization, and testing. With over S$200 million in funding from the Ministry of Education and partners, I-FIM has already produced groundbreaking research in 2D materials, nanomaterials, and hybrid systems. Its emphasis on interdisciplinary collaboration draws top talent from physics, chemistry, engineering, and computing, training the next generation of materials scientists in Singapore.

For students pursuing higher education in Singapore, I-FIM offers unparalleled opportunities through graduate programs, internships, and research attachments. It aligns perfectly with NUS's top global rankings in materials science—second worldwide and first in Asia per QS 2026—ensuring graduates are equipped for high-demand careers in advanced manufacturing.

ATLANT 3D: Pioneers in Atomic-Scale Advanced Manufacturing

ATLANT 3D, a Copenhagen-based deep-tech startup founded in 2018, specializes in Direct Atomic Layer Processing (DALP®), a patented technology that enables atomic-precision 3D printing of materials. Unlike traditional atomic layer deposition (ALD), which is limited to single materials and vacuum conditions, DALP® operates in ambient air, supports over 450 materials, and allows multimaterial stacking with nanometer resolution. Their flagship NANOFABRICATOR® platforms—LITE for research and PRO for industry—facilitate rapid prototyping of microdevices, from sensors to photonics.

ATLANT 3D's innovations have secured partnerships with ESA, IMEC, Fraunhofer, and now NUS, including a recent patent in Singapore for atomic layer process printing. Their hardware-software stack integrates seamlessly with AI, turning simulations into physical prototypes with minimal waste, aligning with sustainable manufacturing goals. In Singapore's context, this technology addresses key challenges in semiconductor advanced packaging and quantum materials, areas where the nation excels as a global hub.

The company's expansion into Asia underscores Singapore's appeal as a testbed for such technologies, bolstered by its robust R&D ecosystem involving NUS, NTU, and A*STAR.

Details of the NUS ATLANT 3D Partnership MOU

Signed on April 16, 2026, the MOU outlines the deployment of ATLANT 3D's DALP® and NANOFABRICATOR® as the core synthesis platform in I-FIM's robotic hub at CREATE. CREATE, a joint initiative by NUS, NTU, and global partners, hosts multidisciplinary labs fostering industry-academia synergy. The foundry will enable AI-driven closed-loop workflows: AI predicts material properties, DALP fabricates samples atom-by-atom, robots test and characterize, and data feeds back to refine models.

Accessible to researchers across NUS programs and external collaborators, it supports the National Research Foundation's (NRF) AI for Science initiative, which funds automated labs to expedite discoveries. Initial focus areas include 2D materials for nanoelectronics, quantum dots for computing, and catalysts for green energy. This scalable infrastructure aims to become a global model for self-driving laboratories, democratizing access to atomic-scale tools.

Technologies Powering the AI-Driven Foundry

At the heart is DALP®, which uses microreactors for sequential precursor delivery, achieving 0.2 nm vertical precision and speeds up to 200 mm/s. It excels in conformal deposition on complex 3D surfaces, enabling device-ready structures like MEMS sensors or photonic gratings. Integrated with I-FIM's robotics, it forms a 'self-driving lab' where machine learning optimizes processes in real-time—depositing, etching, and analyzing without human intervention.

AI plays a pivotal role: generative models predict novel alloys or heterostructures, while reinforcement learning tunes deposition parameters. This synergy could slash discovery timelines from years to weeks, as evidenced by similar setups accelerating materials R&D by 370 times. For more on DALP®, visit ATLANT 3D's technology page.

In Singapore's universities, such tools empower PhD students and postdocs to tackle grand challenges, from sustainable batteries to bio-compatible implants.

Target Applications and Research Breakthroughs

The foundry targets high-impact domains: advanced semiconductor packaging for chiplets, 2D materials like graphene for flexible electronics, quantum materials for qubits, catalytic surfaces for hydrogen production, and photonic devices for data centers. These align with Singapore's semiconductor leadership—home to GlobalFoundries, Micron—and green ambitions under RIE2030.

Early experiments may validate AI-predicted catalysts outperforming platinum or 2D heterostructures with tailored bandgaps. I-FIM's prior work in twistronics and van der Waals materials provides a strong foundation. Students benefit through hands-on projects, gaining skills in nanofab and AI modeling prized by TSMC or Applied Materials.

Alignment with Singapore's National Research Priorities

This NUS ATLANT 3D partnership dovetails with NRF's AI for Science programme, investing in self-driving labs to boost scientific output. Singapore's Research, Innovation and Enterprise 2025 plan (RIE2025) allocates billions for advanced manufacturing, with extensions eyed for 2030. A*STAR's Institute of Materials Research and Engineering (IMRE) complements via ALD facilities, while NTU's AI for Materials Initiative adds computational muscle.

By 2026, Singapore aims for 20,000 deep-tech jobs, with universities like NUS training talent via MSc/PhD programs in materials AI. Details on NRF initiatives available at NRF's AI for Science page.

Transforming Higher Education and Student Opportunities

For Singapore's higher education, this foundry elevates NUS's role in experiential learning. Undergrads in Materials Science can access internships, while postgrads lead AI-fab projects. It fosters multidisciplinary teams—materials engineers with data scientists—mirroring industry needs. NUS's #2 QS Materials Science ranking attracts global talent, with scholarships like the NUS Graduate Scholarship drawing top minds.

Challenges like skill gaps in atomic fab are addressed through workshops and certifications, preparing grads for roles at startups or MNCs. Comparable to NTU's cleanroom training, it ensures Singapore universities produce innovators driving GDP growth.

Career Prospects in Singapore's Materials Ecosystem

The partnership amplifies demand for experts in AI materials discovery. Roles like nanofab engineers (S$80k-120k starting), AI materials scientists, and process developers abound at I-FIM, A*STAR, and firms like ATLANT's Singapore ops. With 20+ advanced materials startups (e.g., KROSSLINKER), and giants like STMicroelectronics, prospects are bright.

Universities offer pathways: NUS MSE BEng/MSc, with electives in computational materials. Explore opportunities at AcademicJobs research jobs.

• Research Associate: AI workflow optimization
• PhD Candidate: Quantum materials fab
• Postdoc: Catalytic discovery

Expert Insights and Stakeholder Perspectives

Dr. Maksym Plakhotnyuk, ATLANT 3D CEO, states: "Singapore is one of the world's most forward-thinking environments for deep-tech and AI-for-science materials discovery." Prof. Novoselov adds: "The ability to fabricate and test novel material combinations with atomic precision... would accelerate experimental studies."

Industry views from IMRE directors highlight synergies with national clean energy goals. Students praise access to cutting-edge tools, echoing NUS's innovative culture. Balanced perspectives note integration challenges, like data standardization, but solutions via open platforms prevail. Full announcement at PR Newswire.

Photo by 550Park Luxury Wedding Films on Unsplash

Future Outlook and Global Implications

Looking ahead, the foundry could spawn spin-offs, patents, and international collaborations, cementing Singapore's hub status. By 2030, expect commercialization of AI-discovered materials, boosting exports. For higher ed, it inspires similar initiatives at NTU/SMU, training 1,000+ specialists annually.

This NUS ATLANT 3D partnership heralds a new era, where universities drive sovereign tech amid global chip wars. As Prof. Novoselov envisions, it unlocks "new lines of inquiry," propelling Singapore's innovation trajectory.