Background
Miguel Martínez García is a Senior Lecturer in Machine Intelligence at 色狗导航, UK. He received a BSc degree in Mathematics from the Polytechnic University of Catalonia (UPC), Spain in 2013, an MSc in Advanced Mathematics and Mathematical Engineering (MAMME) from the same university in 2014, and a PhD in Engineering from the University of Lincoln, UK, in 2018. He also worked as a researcher (2017-20) in various machine learning projects – both at the University of Lincoln and at the Advanced Virtual Reality Research Centre (AVRRC) at 色狗导航. His research interests include engineering applications of AI, such as machine prognosis, intelligent systems, and human-machine integration.
Self-funded PhD students are welcome.
Qualifications:
- Ph.D., in Engineering, University of Lincoln, UK, 2018
- M.Sc., in Mathematics, Faculty of Mathematics and Statistics, Universidad Politécnica de Cataluña (UPC), Spain, 2014
- B.Sc., in Mathematics, Faculty of Mathematics and Statistics, Universidad Politécnica de Cataluña (UPC), Spain, 2013
Key awards:
- Fellow of the Higher Education Academy (FHEA), 2022
Patents:
- (WO2019166214) ANALYSIS METHOD FOR A GAS TURBINE, 2019
Outline of main research interests
- Artificial Intelligence
- Statistical Learning
- Complex Systems
- Non-linear time series analysis
- Human-machine Systems
Current teaching responsibilities:
- TTC103 Sensor Fusion
- TTC201 Machine Intelligence
- TTP014 Technical Computing
Current administrative responsibilities:
- Member of the University Senate
Zhang, F, Han, G, Liu, L, Martinez-Garcia, M, Peng, Y (2023) , IEEE Transactions on Network Science and Engineering, 10(5), pp.2991-3006, DOI: .
Xia, D, Shi, J, Wan, K, Wan, J, Martinez-Garcia, M, Guan, X (2023) , IEEE Wireless Communications, 30(3), pp.171-179, ISSN: 1536-1284. DOI: .
Xia, D, Jiang, C, Wan, J, Jin, J, Leung, VCM, Martínez-García, M (2022) , ACM Computing Surveys, 55(6), ISSN: 0360-0300. DOI: .
Liu, L, Han, G, Xu, Z, Shu, L, Martinez-Garcia, M, Peng, B (2022) , IEEE Transactions on Mobile Computing, 21(9), pp.3239-3249, ISSN: 1536-1233. DOI: .
Liu, L, Zhou, Z, Han, G, Martinez-Garcia, M (2022) , IEEE Transactions on Mobile Computing, ISSN: 1536-1233. DOI: .
Martinez-Garcia, M, Zhang, E, Wang, S (2022) , IEEE/ASME Transactions on Mechatronics, 27(6), pp.5551-5559, ISSN: 1083-4435. DOI: .
Saha, B, Martinez-Garcia, M, Bhattacharya, SN, Joshi, R (2022) , Games, 13(3), 47, DOI: .
He, Y, Han, G, Xu, M, Martinez-Garcia, M (2022) , IEEE Internet of Things Journal, 9(12), pp.9999-10009, DOI: .
He, Y, Han, G, Tang, Z, Martinez-Garcia, M, Peng, Y (2022) , IEEE Transactions on Wireless Communications, 21(4), pp.2830-2842, ISSN: 1536-1276. DOI: .
Chen, B, Zhang, E, Xia, X, Martinez-Garcia, M, Jombo, G (2022) , IEEE Transactions on Industrial Informatics, 18(11), pp.8098-8107, ISSN: 1551-3203. DOI: .
External collaborators:
- MBDA, UK
- Amygda Labs
- Dynex Semiconductor
- Deeplearning.ai
- Teledyne e2v
- Universidad Politécnica de Cataluña (UPC), Spain
- University of Leicester
- University of Lincoln
External roles and appointments:
- IEEE Senior Member
- Deep Learning consultant for DEEPLEARNING.AI, Silicon Valley, California, 2020
- AI consultant for MBDA, UK, 2022-24