Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy
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Collaborations and top research areas from the last five years
Projects
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Design Automation for Nanotechnology
Wille, R. (PI), Walter, M. (CoPI), Drewniok, J. (CoI) & Hofmann, S. (CoI)
Project: Research
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A Fully Planar Approach to Field-Coupled Nanocomputing: Scalable Placement and Routing Without Wire Crossings
Hien, B., Walter, M., Hofmann, S. & Wille, R., 2025, 25th IEEE International Conference on Nanotechnology, NANO 2025. Urban, F., Pelella, A. & Di Bartolomeo, A. (eds.). IEEE Computer Society, p. 649-654 6 p. (Proceedings of the IEEE Conference on Nanotechnology).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Bias by Design: Diversity Quantification to Mitigate Structural Bias Effects in AIG Logic Optimization
Gardner, I. V., Walter, M., Miyasaka, Y., Wille, R. & Cochez, M., 2025, 2025 Design, Automation and Test in Europe Conference, DATE 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Building a Machine Learning Accelerator with Silicon Dangling Bonds: From Verilog to Quantum Dot Layout
Ng, S. S. H., Walter, M., Drewniok, J., Hofmann, S., Wille, R. & Walus, K., 2025, 25th IEEE International Conference on Nanotechnology, NANO 2025. Urban, F., Pelella, A. & Di Bartolomeo, A. (eds.). IEEE Computer Society, p. 483-488 6 p. (Proceedings of the IEEE Conference on Nanotechnology).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Efficient and Scalable Post-Layout Optimization for Field-Coupled Nanotechnologies
Hofmann, S., Walter, M. & Wille, R., 2025, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 44, 10, p. 3790-3803 14 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Graph-Oriented Layout Design for Field-Coupled Nanocomputing via Parallel Multi-Objective Search Space Exploration
Hofmann, S., Walter, M. & Wille, R., 2025, (Accepted/In press) In: IEEE Transactions on Circuits and Systems I: Regular Papers.Research output: Contribution to journal › Article › peer-review
Open Access
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aigverse: Toward Machine Learning-Driven Logic Synthesis
Walter, M. (Speaker)
2 Jul 2025Activity: Talk or presentation › Invited talk
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Universidade Federal de Minas Gerais
Walter, M. (Visiting researcher) & Hofmann, S. (Visiting researcher)
17 Feb 2025 → 21 Feb 2025Activity: Visiting an external institution › Visiting an external academic institution