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Dive into the research topics where Phuoc Pham is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
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Machine Learning for Design Automation and Signal Processing
Wille, R. (PI), Hofmann, S. (CoI) & Pham, P. (CoI)
Project: Research
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AGD: Analytic Gradient Descent for Discrete Optimization in EDA and its Use to Gate Sizing
Pham, P., Park, T. M., Cho, S. H., Mahmood, T., Yang, J. S. & Chung, J., 12 Aug 2025, In: ACM Transactions on Design Automation of Electronic Systems. 30, 5, 75.Research output: Contribution to journal › Article › peer-review
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Enhancing Training Efficiency of Physics-Informed Neural Networks for CFD Simulations
Spandan, V., Servadei, L., Wille, R. & Pham, P., 2025, Proceedings of 17th International Conference on Machine Learning and Computing - ICMLC 2025. Huang, L. & Greenhalgh, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-17 15 p. (Lecture Notes in Networks and Systems; vol. 1475 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification
Pham, P., Venkitaraman, A., Hsieh, C. Y., Bonetti, A., Uhlich, S., Leibl, M., Hofmann, S., Ohbuch, E., Servadei, L., Schlichtmann, U. & Wille, R., 2025, 2025 ACM/IEEE 7th Symposium on Machine Learning for CAD, MLCAD 2025. Institute of Electrical and Electronics Engineers Inc., (2025 ACM/IEEE 7th Symposium on Machine Learning for CAD, MLCAD 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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AGD: A Learning-based Optimization Framework for EDA and its Application to Gate Sizing
Pham, P. & Chung, J., 2023, 2023 60th ACM/IEEE Design Automation Conference, DAC 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Design Automation Conference; vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
13 Scopus citations -
A Review of AI-augmented End-to-End Test Automation Tools
Pham, P., Nguyen, V. & Nguyen, T., 19 Sep 2022, 37th IEEE/ACM International Conference on Automated Software Engineering, ASE 2022. Aehnelt, M. & Kirste, T. (eds.). Association for Computing Machinery, 214. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
11 Scopus citations