Huang, Ruomeng, Dai, Peng, De Groot, Kees, Muskens, Otto and Duan, Huigao (2021) Dataset for Accurate Inverse Design of Fabry–Pérot-Cavity-Based Color Filters far beyond sRGB via a Bidirectional Artificial Neural Network. University of Southampton doi:10.5258/SOTON/D1686 [Dataset]

Dai, Peng, Huang, Ruomeng, De Groot, Kees, Muskens, Otto, Wang, Yasi and Duan, Huigao (2021) Accurate inverse design of Fabry–Perot-cavity-based color filters far beyond sRGB via a bidirectional artificial neural network. Photonics Research, 9 (5), B236-B246. (doi:10.1364/PRJ.415141).

Zhu, Yuxiao, Newbrook, Daniel, William, Dai, Peng, De Groot, Kees and Huang, Ruomeng (2022) Artificial neural network enabled accurate geometrical design and optimisation of thermoelectric generator. Applied Energy - Elsevier, 305, [117800]. (doi:10.1016/j.apenergy.2021.117800).

Dai, Peng, Sun, Kai, Yan, Xingzhao, Muskens, Otto, De Groot, Kees, Zhu, Xupeng, Hu, Yueqiang, Duan, Huigao and Huang, Ruomeng (2022) Inverse design of structural color: Finding multiple solutions via conditional generative adversarial networks. Nanophotonics, 11 (13), 3057-3069. (doi:10.1515/nanoph-2022-0095).

Dai, Peng, Sun, Kai, Yan, Xingzhao, Muskens, Otto, De Groot, Kees, Zhu, Xupeng, Hu, Yueqiang, Duan, Huigao and Huang, Ruomeng (2022) Dataset for "Inverse Design of Structural Color: Finding Multiple Solutions via Conditional Generative Adversarial Networks". University of Southampton doi:10.5258/SOTON/D2182 [Dataset]

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Mistry, Bhumika, Farrahi, Katayoun and Hare, Jonathon (2022) A primer for neural arithmetic logic modules. Journal of Machine Learning Research, 23 (185), 1-58.

Sun, Yixuan (2021) Dataset for Simulation of 2-Coil and 4-Coil Magnetic Resonance Wearable WPT Systems. University of Southampton doi:10.5258/SOTON/D1716 [Dataset]

Sun, Yixuan (2021) Simulation of 2-coil and 4-coil magnetic resonance wearable WPT systems. 5 pp . (doi:10.3390/proceedings2021068013).

Sadiq, Sulaiman, Maji, Partha, Hare, Jonathon and Merrett, Geoff (2020) DEff-ARTS: differentiable efficient ARchiTecture search. NeurIPS 2020 Workshop on ML for Systems, , Vancouver, Canada.

Sadiq, Sulaiman (2022) Data for DEff-ARTS: Differentiable Efficient Architecture Search. University of Southampton doi:10.5258/SOTON/D1658 [Dataset]

Sadiq, Sulaiman, Hare, Jonathon, Maji, Partha, Craske, Simon and Merrett, Geoff (2022) TinyOps: ImageNet Scale Deep Learning on Microcontrollers. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2022). (In Press)

Sadiq, Sulaiman (2022) TinyOps: ImageNet Scale Deep Learning on Microcontrollers. University of Southampton doi:10.5258/SOTON/D2188 [Dataset]

Garcia Garcia, Fernando, Carlos, Candarlioglu, Pelin, Porter, James, Swindle, Emily, Davies, Donna and Morgan, Hywel (2022) Microfluidic technologies for ex vivo tissue biopsies: a review. Organs-on-a-Chip. (doi:10.1016/j.ooc.2022.100020). (In Press)