Professor Nikolaos Dervilis

BSc, MSc, PhD

School of Mechanical, Aerospace and Civil Engineering

Director of Research and Innovation of the School of Mechanical, Aerospace and Civil Engineering

Dr Nikolaos Dervilis
Profile picture of Dr Nikolaos Dervilis
n.dervilis@sheffield.ac.uk
+44 114 222 7816

Full contact details

Professor Nikolaos Dervilis
School of Mechanical, Aerospace and Civil Engineering
Room D224, Central Wing
Sir Frederick Mappin Building
Mappin Street
91Ö±²¥
S1 3JD
Profile

Nikolaos Dervilis is a Professor in the Department of Mechanical Engineering at the University of 91Ö±²¥ and a member of the Dynamics Research Group (DRG). He studied physics in the National and Kapodistrian University of Athens. Later, he obtained his MSc in Sustainable and Renewable Energy Systems from the University of Edinburgh in the Department of Electronics and Electrical Engineering. He obtained his PhD from the University of 91Ö±²¥, Mechanical Engineering Department in the field of machine learning for Structural Health Monitoring (SHM). His expertise focuses on SHM, pattern recognition, data analysis and nonlinear dynamics. He is especially engaged with renewable energy research, particularly wind turbine farms.

Research interests

Nikolaos’s current research interests include:

  • Structural Health Monitoring (SHM): machine learning and pattern recognition techniques for data analysis, structural damage characterisation and non-destructive evaluation methods.
  • Onshore and offshore wind farms, sustainable energy systems.
  • Data analysis and information learning tools.
  • Nonlinear dynamics and advanced signal processing.
Publications

Journal articles

  • Kamariotis A, Chatzi E, Straub D, Dervilis N, Goebel K, Hughes AJ, Lombaert G, Papadimitriou C, Papakonstantinou KG, Pozzi M , Todd M et al (2024) . Data-Centric Engineering, 5. RIS download Bibtex download
  • Giglioni V, Poole J, Venanzi I, Ubertini F, Dervilis N & Worden K (2024) . Journal of Physics: Conference Series, 2647(18). RIS download Bibtex download
  • Mclean JH, Dervilis N & Rogers TJ (2024) . Journal of Physics: Conference Series, 2647(19), 192023-192023. RIS download Bibtex download
  • Simpson T, Vlachas K, Garland A, Dervilis N & Chatzi E (2024) . Scientific Reports, 14(1), 6091. RIS download Bibtex download
  • Bee S, Poole J, Worden K, Dervilis N & Bull L (2024) . Data-Centric Engineering, 5. RIS download Bibtex download
  • Tsialiamanis G, Sbarufatti C, Dervilis N & Worden K (2024) . Mechanical Systems and Signal Processing, 209, 111119-111119. RIS download Bibtex download
  • Lindley CA, Jones MR, Rogers TJ, Cross EJ, Dwyer-Joyce RS, Dervilis N & Worden K (2024) . Mechanical Systems and Signal Processing, 208, 110958-110958. RIS download Bibtex download
  • Dardeno TA, Worden K, Dervilis N, Mills RS & Bull LA (2024) . Mechanical Systems and Signal Processing, 208, 111072-111072. RIS download Bibtex download
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) . Mechanical Systems and Signal Processing, 200, 110581-110581. RIS download Bibtex download
  • Nayek R, Abdessalem AB, Dervilis N, Cross EJ & Worden K (2023) . Mechanical Systems and Signal Processing, 196, 110300-110300. RIS download Bibtex download
  • Fremmelev MA, Ladpli P, Orlowitz E, Dervilis N, McGugan M & Branner K (2023) . Structural Health Monitoring. RIS download Bibtex download
  • Edington L, Dervilis N, Ben Abdessalem A & Wagg D (2023) . Mechanical Systems and Signal Processing, 188, 109971-109971. RIS download Bibtex download
  • Simpson T, Dervilis N, Couturier P, Maljaars N & Chatzi E (2023) . Frontiers in Energy Research, 11. RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Mills RS, Ladpli P & Rogers TJ (2022) . Sensors, 23(1). RIS download Bibtex download
  • Champneys MD, Tsialiamanis G, Rogers TJ, Dervilis N & Worden K (2022) . Mechanical Systems and Signal Processing, 181, 109510-109510. RIS download Bibtex download
  • Hughes AJ, Bull LA, Gardner P, Dervilis N & Worden K (2022) . Mechanical Systems and Signal Processing, 181, 109502-109502. RIS download Bibtex download
  • Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2022) . Journal of Sound and Vibration, 538, 117227-117227. RIS download Bibtex download
  • Gowdridge T, Dervilis N & Worden K (2022) . ASME Open Journal of Engineering, 1. RIS download Bibtex download
  • Bull LA, Dervilis N, Worden K, Cross EJ & Rogers TJ (2022) . Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 478(2262). RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Dobie G & Rogers TJ (2022) . Journal of Sound and Vibration. RIS download Bibtex download
  • Gardner P, Bull LA, Dervilis N & Worden K (2022) . Mechanical Systems and Signal Processing, 167(Part B). RIS download Bibtex download
  • Tsialiamanis G, Champneys MD, Dervilis N, Wagg DJ & Worden K (2022) . Mechanical Systems and Signal Processing, 166, 108473-108473. RIS download Bibtex download
  • Gardner P, Bull LA, Gosliga J, Poole J, Dervilis N & Worden K (2022) . Mechanical Systems and Signal Processing, 172. RIS download Bibtex download
  • Gonzaga P, Toft H, Worden K, Dervilis N, Bernhammer L, Stevanovic N & Gonzales A (2022) . Wind Energy. RIS download Bibtex download
  • Rooker T, Stammers J, Worden K, Potts G, Kerrigan K & Dervilis N (2022) . Mechanical Systems and Signal Processing, 164. RIS download Bibtex download
  • Eckels JD, Jacobson EM, Cummings IT, Fernandez IF, Ho K, Dervilis N, Flynn EB & Wachtor AJ (2022) . Ultrasonics. RIS download Bibtex download
  • Bull LA, Gardner PA, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) . Mechanical Systems and Signal Processing. RIS download Bibtex download
  • Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2021) . Data-Centric Engineering, 2. RIS download Bibtex download
  • Tsialiamanis G, Mylonas C, Chatzi E, Dervilis N, Wagg DJ & Worden K (2021) . Mechanical Systems and Signal Processing, 157. RIS download Bibtex download
  • Simpson T, Dervilis N & Chatzi E (2021) . Journal of Engineering Mechanics, 147(10). RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Cross E, Mills R & Rogers T (2021) . Mechanical Systems and Signal Processing, 156. RIS download Bibtex download
  • Bull LA, Gardner PA, Dervilis N, Papatheou E, Haywood-Alexander M, Mills RS & Worden K (2021) . Journal of Sound and Vibration, 501. RIS download Bibtex download
  • Gardner P, Bull LA, Dervilis N & Worden K (2021) . Journal of Sound and Vibration, 116245-116245. RIS download Bibtex download
  • Rooker T, Potts G, Worden K, Dervilis N & Stammers J (2021) . Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture, 095440542110196. RIS download Bibtex download
  • Hughes AJ, Barthorpe RJ, Dervilis N, Farrar CR & Worden K (2021) . Mechanical Systems and Signal Processing, 150, 107339-107339. RIS download Bibtex download
  • Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) . ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 7(1). RIS download Bibtex download
  • Gardner P, Bull LA, Gosliga J, Dervilis N & Worden K (2021) . Mechanical Systems and Signal Processing, 149. RIS download Bibtex download
  • Gosliga J, Gardner PA, Bull LA, Dervilis N & Worden K (2021) . Mechanical Systems and Signal Processing, 148. RIS download Bibtex download
  • Bull LA, Gardner PA, Gosliga J, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) . Mechanical Systems and Signal Processing, 148. RIS download Bibtex download
  • Bull LA, Gardner PA, Dervilis N & Worden K (2021) . IFAC-PapersOnLine, 54(7), 655-660. RIS download Bibtex download
  • Chetcuti Zammit S, Bull LA, Sanders DS, Galvin J, Dervilis N, Sidhu R & Worden K (2020) . Journal of Medical Systems, 44(11). RIS download Bibtex download
  • Gardner P, Fuentes R, Dervilis N, Mineo C, Pierce SG, Cross EJ & Worden K (2020) . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378(2182), 20190581-20190581. RIS download Bibtex download
  • Rooker T, Stammers J, Worden K, Potts G, Kerrigan K & Dervilis N (2020) . Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. RIS download Bibtex download
  • Bull L, Worden K & Dervilis N (2020) . Mechanical Systems and Signal Processing, 140. RIS download Bibtex download
  • Rogers T, Gardner P, Dervilis N, Worden K, Maguire AE, Papatheou E & Cross E (2020) . Renewable Energy, 148, 1124-1136. RIS download Bibtex download
  • Chandrasekhar K, Stevanovic N, Cross EJ, Dervilis N & Worden K (2020) . Renewable Energy. RIS download Bibtex download
  • Bull L, Rogers T, Wickramarachchi C, Cross E, Worden K & Dervilis N (2019) . Mechanical Systems and Signal Processing, 134. RIS download Bibtex download
  • Dervilis N (2019) . Journal of Sound and Vibration, 458, 347-348. RIS download Bibtex download
  • Abdessalem AB, Dervilis N, Wagg D & Worden K (2019) . Mechanical Systems and Signal Processing, 122, 364-386. RIS download Bibtex download
  • Bull L, Worden K, Fuentes R, Manson G, Cross E & Dervilis N (2019) . Journal of Sound and Vibration. RIS download Bibtex download
  • Rogers TJ, Worden K, Fuentes R, Dervilis N, Tygesen UT & Cross E (2019) . Mechanical Systems and Signal Processing, 119, 100-119. RIS download Bibtex download
  • Bull LA, Worden K, Manson G & Dervilis N (2018) . Journal of Sound and Vibration, 437, 373-388. RIS download Bibtex download
  • Worden K, Barthorpe RJ, Cross E, Dervilis N, Holmes GR, Manson G & Rogers T (2018) . Mechanical Systems and Signal Processing, 112, 194-232. RIS download Bibtex download
  • Dervilis N, Simpson TE, Wagg D & Worden K (2018) . Strain: an international journal for experimental mechanics. RIS download Bibtex download
  • Abdessalem A, Dervilis N, Wagg D & Worden K (2018) . Mechanical Systems and Signal Processing, 99, 306-325. RIS download Bibtex download
  • Papatheou E, Dervilis N, Maguire AE, Campos C, Antoniadou I & Worden K (2017) . Renewable Energy, 113, 1490-1502. RIS download Bibtex download
  • Abdessalem , Dervilis N, Wagg DJ & Worden K (2017) . Frontiers in Built Environment, 3. RIS download Bibtex download
  • Holford KM, Eaton MJ, Hensman JJ, Pullin R, Evans SL, Dervilis N & Worden K (2017) . Progress in Aerospace Sciences, 90, 1-11. RIS download Bibtex download
  • Dervilis N, antoniadou , Barthorpe , Cross & worden (2016) . International Journal of Sustainable Materials and Structural Systems. RIS download Bibtex download
  • Dervilis N, Antoniadou I, Cross EJ & Worden K (2015) . Strain, 51(4), 324-331. RIS download Bibtex download
  • Dervilis N, Worden K & Cross EJ (2015) . Journal of Sound and Vibration, 347, 279-296. RIS download Bibtex download
  • Papatheou E, Dervilis N, Maguire AE, Antoniadou I & Worden K (2015) . IEEE Transactions on Industrial Electronics, 62(10), 6636-6644. RIS download Bibtex download
  • Antoniadou I, Dervilis N, Papatheou E, Maguire AE & Worden K (2015) . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 373(2035), 20140075-20140075. RIS download Bibtex download
  • Dervilis N, Cross EJ, Barthorpe RJ & Worden K (2014) . JOURNAL OF SOUND AND VIBRATION, 333(20), 5181-5195. RIS download Bibtex download
  • Antoniadou I, Howard TP, Dwyer-Joyce RS, Marshall MB, Naumann J, Dervilis N & Worden K (2014) . Applied Mechanics and Materials, 564, 170-175. RIS download Bibtex download
  • Dervilis N, Creech ACW, Maguire AE, Antoniadou I, Barthorpe RJ & Worden K (2014) . Applied Mechanics and Materials, 564, 164-169. RIS download Bibtex download
  • Antoniadou I, Worden K, Manson G, Dervilis N, Taylor SG & Farrar CR (2014) . Key Engineering Materials, 588, 43-53. RIS download Bibtex download
  • Dervilis N, Choi M, Antoniadou I, Farinholt KM, Taylor SG, Barthorpe RJ, Park G, Farrar CR & Worden K (2014) . Key Engineering Materials, 588, 166-174. RIS download Bibtex download
  • Dervilis N, Choi M, Taylor SG, Barthorpe RJ, Park G, Farrar CR & Worden K (2014) . JOURNAL OF SOUND AND VIBRATION, 333(6), 1833-1850. RIS download Bibtex download
  • Antoniadou I, Dervilis N, Barthorpe RJ, Manson G & Worden K (2013) . Key Engineering Materials, 569-570, 547-554. RIS download Bibtex download
  • Dervilis N, Barthorpe RJ & Worden K (2013) . Key Engineering Materials, 569-570, 1109-1115. RIS download Bibtex download
  • Antoniadou I, Manson G, Dervilis N, Barszcz T, Staszewski W & Worden K (2012) Condition monitoring of a wind turbine gearbox using the empirical mode decomposition method and outlier analysis. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, 2, 1316-1323. RIS download Bibtex download
  • Poole J, Hughes AJ, Gardner P, Bull LA, Dervilis N, Giglioni V, Mills R & Worden K () . e-Journal of Nondestructive Testing, 29(7). RIS download Bibtex download
  • Clarkson D, Bull LA, Dardeno TA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ () . e-Journal of Nondestructive Testing, 29(7). RIS download Bibtex download
  • Fremmelev MA, Ladpli P, Orlowitz E, Dervilis N, McGugan M & Branner K () . Wind Energy. RIS download Bibtex download
  • Dolcetti G, Hortobágyi B, Perks M, Tait SJ & Dervilis N () . Water Resources Research. RIS download Bibtex download
  • Poole J, Gardner P, Dervilis N, Bull L & Worden K () . Structural Health Monitoring, 147592172211104-147592172211104. RIS download Bibtex download
  • Gardner P, Bull LA, Dervilis N & Worden K () . Journal of Civil Structural Health Monitoring. RIS download Bibtex download
  • Lindley C, Beamish S, Dwyer-Joyce R, Dervilis N & Worden K () A Bayesian Approach for Shaft Centre Localisation in Journal Bearings. Mechanical Systems and Signal Processing. RIS download Bibtex download
  • Fuentes R, Gardner P, Mineo C, Rogers TJ, Pierce SG, Worden K, Dervilis N & Cross EJ () . Mechanical Systems and Signal Processing, 145. RIS download Bibtex download
  • Worden K, Bull LA, Gardner P, Gosliga J, Rogers TJ, Cross EJ, Papatheou E, Lin W & Dervilis N () . Frontiers in Built Environment, 6. RIS download Bibtex download
  • Fuentes R, Nayek R, Gardner P, Dervilis N, Rogers T, Worden K & Cross E () Equation discovery for nonlinear dynamical systems: a Bayesian viewpoint. Mechanical Systems and Signal Processing. RIS download Bibtex download
  • Hughes AJ, Bull LA, Gardner P, Barthorpe RJ, Dervilis N & Worden K () On risk-based active learning for structural health monitoring. RIS download Bibtex download

Chapters

  • Giglioni V, Poole J, Mills R, Dervilis N, Venanzi I, Ubertini F & Worden K (2025) , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 59-68). Springer Nature Switzerland RIS download Bibtex download
  • Hughes AJ, Poole J, Dervilis N, Gardner P & Worden K (2025) , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 19-31). Springer Nature Switzerland RIS download Bibtex download
  • Tsialiamanis G, Dervilis N & Worden K (2025) , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 85-91). Springer Nature Switzerland RIS download Bibtex download
  • Brealy SM, Bull LA, Brennan DS, Beltrando P, Sommer A, Dervilis N & Worden K (2024) , Lecture Notes in Civil Engineering (pp. 606-614). Springer Nature Switzerland RIS download Bibtex download
  • Gowdridge T, Manson G, Dervilis N & Worden K (2024) , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 125-135). Springer Nature Switzerland RIS download Bibtex download
  • Bull LA, Abdallah I, Mylonas C, Avendaño-Valencia LD, Tatsis K, Gardner P, Rogers TJ, Brennan DS, Cross EJ, Worden K , Duncan AB et al (2023) , Data Driven Methods for Civil Structural Health Monitoring and Resilience (pp. 120-180). CRC Press RIS download Bibtex download
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) , Data Science in Engineering, Volume 10 (pp. 63-71). Springer Nature Switzerland RIS download Bibtex download
  • Poole J, Gardner P, Dervilis N, Mclean JH, Rogers TJ & Worden K (2023) , Data Science in Engineering, Volume 10 (pp. 73-81). Springer Nature Switzerland RIS download Bibtex download
  • Gowdridge T, Cross EJ, Dervilis N & Worden K (2023) , Lecture Notes in Civil Engineering (pp. 1095-1106). Springer International Publishing RIS download Bibtex download
  • Champneys MD, Tsialiamanis G, Rogers TJ, Dervilis N & Worden K (2023) , Nonlinear Structures & Systems, Volume 1 (pp. 135-147). Springer International Publishing RIS download Bibtex download
  • Nayek R, Abdessalem MAB, Dervilis N, Cross EJ & Worden K (2023) , Nonlinear Structures & Systems, Volume 1 (pp. 165-175). Springer International Publishing RIS download Bibtex download
  • Tsialiamanis G, Champneys MD, Wagg DJ, Dervilis N & Worden K (2023) , Topics in Modal Analysis & Parameter Identification, Volume 8 (pp. 45-57). Springer International Publishing RIS download Bibtex download
  • Simpson T, Tsialiamanis G, Dervilis N, Worden K & Chatzi E (2023) , Nonlinear Structures & Systems, Volume 1 (pp. 297-300). Springer International Publishing RIS download Bibtex download
  • Maxwell CN, Dalton JL, Dzomba NE, Jacobson EM, Dervilis N & Wachtor AJ (2022) , Data Science in Engineering, Volume 9 (pp. 143-156). Springer International Publishing RIS download Bibtex download
  • Fuentes R, Cross EJ, Gardner PA, Bull LA, Rogers TJ, Barthorpe RJ, Shi H, Dervilis N, Farrar CR & Worden K (2022) , Handbook of Experimental Structural Dynamics (pp. 989-1061). Springer New York RIS download Bibtex download
  • Bull LA, Hughes AJ, Rogers TJ, Gardner P, Worden K & Dervilis N (2022) , Structural Integrity (pp. 389-411). Springer International Publishing RIS download Bibtex download
  • Gardner P, Bull LA, Gosliga J, Dervilis N, Cross EJ, Papatheou E & Worden K (2022) , Structural Integrity (pp. 413-435). Springer International Publishing RIS download Bibtex download
  • Fuentes R, Cross EJ, Gardner PA, Bull LA, Rogers TJ, Barthorpe RJ, Shi H, Dervilis N, Farrar CR & Worden K (2022) , Handbook of Experimental Structural Dynamics (pp. 1-72). Springer New York RIS download Bibtex download
  • Gowdridge T, Dervilis N & Worden K (2022) , Data Science in Engineering, Volume 9 (pp. 169-184). Springer International Publishing RIS download Bibtex download
  • Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) , Data Science in Engineering, Volume 9 (pp. 35-46). Springer International Publishing RIS download Bibtex download
  • Tsialiamanis G, Mylonas C, Chatzi EN, Wagg DJ, Dervilis N & Worden K (2022) , Data Science in Engineering, Volume 9 (pp. 47-63). Springer International Publishing RIS download Bibtex download
  • Eckels JD, Fernandez IF, Ho K, Dervilis N, Jacobson EM & Wachtor AJ (2022) , Rotating Machinery, Optical Methods & Scanning LDV Methods, Volume 6 (pp. 167-181). Springer International Publishing RIS download Bibtex download
  • Bull LA, Gardner PA, Dervilis N, Papatheou E, Haywood-Alexander M, Mills RS & Worden K (2021) , Data Science in Engineering, Volume 9 (pp. 199-211). RIS download Bibtex download
  • Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) , Lecture Notes in Civil Engineering (pp. 415-426). Springer International Publishing RIS download Bibtex download
  • Tsialiamanis GP, Wagg DJ, Gardner PA, Dervilis N & Worden K (2021) , Topics in Modal Analysis & Testing, Volume 8 (pp. 41-50). Springer International Publishing RIS download Bibtex download
  • Gardner P, Bull LA, Gosliga J, Dervilis N & Worden K (2020) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 187-199). Springer International Publishing RIS download Bibtex download
  • Bull LA, Gardner PA, Gosliga J, Dervilis N, Papatheou E, Maguire AE, Campos C, Rogers TJ, Cross EJ & Worden K (2020) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 287-302). Springer International Publishing RIS download Bibtex download
  • Gardner P, Bull LA, Dervilis N & Worden K (2020) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 209-215). Springer International Publishing RIS download Bibtex download
  • Devendra T, Dervilis N, Worden K, Tsialiamanis G, Cross EJ & Rogers TJ (2020) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 237-246). Springer International Publishing RIS download Bibtex download
  • Fuentes R, Cross EJ, Gardner PA, Bull LA, Rogers TJ, Barthorpe RJ, Shi H, Dervilis N, Farrar CR & Worden K (2020) , Handbook of Experimental Structural Dynamics (pp. 1-72). RIS download Bibtex download
  • Bull LA, Worden K, Rogers TJ, Cross EJ & Dervilis N (2020) , Special Topics in Structural Dynamics & Experimental Techniques, Volume 5 (pp. 77-81). Springer International Publishing RIS download Bibtex download

Conference proceedings papers

  • Dardeno T, Bull L, Dervilis N & Worden K (2024) Decoupling nonlinear normal modes using normalising flows. Proceedings of the 42nd International Modal Analysis Conference RIS download Bibtex download
  • Champneys MD, Rogers TJ, Dervilis N & Worden K (2024) (pp 81-91) RIS download Bibtex download
  • Haywood-Alexander M, Worden K, Dervilis N, Mills RS, Bull LA & Dardeno TA (2024) (pp 19-25) RIS download Bibtex download
  • SMITH SM, HUGHE AJ, DARDENO TA, BULL LA, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • POOLE J, GARDNER P, HUGHES AJ, MILLS RS, DARDENO TA, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • HUGHES AJ, POOLE J, DERVILIS N, GARDNER P & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • CLARKSON DR, BULL LA, DARDENO TA, WICKRAMARACHCHI CT, CROSS EJ, ROGERS TJ, WORDEN K, DERVILIS N & HUGHES AJ (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • LINDLEY CA, JONES MR, DARDENO TA, MILLS RS, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • DARDENO TA, BULL LA, MILLS RS, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • FREMMELEV MA, LADPLI P, ORLOWITZ E & DERVILIS N (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • BRASSINGTON A, ALEXANDER MH, DERVILIS N, WORDEN K & ROGERS TJ (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • BEE SC, BULL LA, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • PAPATHEOU E, TATSIS K, AGATHOS K, HAYWOOD-ALEXANDER M, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • Gowdridge T, Dervilis N, Cross EJ & Worden K (2023) (pp 43-52) RIS download Bibtex download
  • Dardeno TA, Bull LA, Dervilis N & Worden K (2023) (pp 95-103) RIS download Bibtex download
  • Bee SC, Papatheou E, Haywood-Alexander M, Mills RS, Bull LA, Worden K & Dervilis N (2023) (pp 53-61) RIS download Bibtex download
  • Dardeno T, Bull L, Mills R, Dervilis N & Worden K (2023) Hierarchical Bayes for population-based modelling of FRFs with temperature variation. Proceedings of the XII International Conference on Structural Dynamics RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K & Rogers TJ (2023) (pp 139-149) RIS download Bibtex download
  • Poole J, Gardner P, Dervilis N, Bull L & Worden K (2023) (pp 408-418) RIS download Bibtex download
  • Hughes AJ, Bull LA, Gardner P, Dervilis N, Worden K & Hughes A (2022) Semi-supervised risk-based active learning using inspection and maintenance information. Proceedings of ISMA 2022-International Conference on Noise and Vibration Engineering and USD 2022-International Conference on Uncertainty in Structural Dynamics RIS download Bibtex download
  • Lindley CA, Rogers T, Dwyer-Joyce R, Dervilis N & Worden K (2022) On the Application of Variational Auto Encoders (VAE) for Damage Detection in Rolling Element Bearings. Proceedings of the Thirteenth International Workshop on Structural Health Monitoring, IWSHM 2021 (pp 388-397). Lancaster, PA,. USA, 15 March 2022 - 17 March 2022. RIS download Bibtex download
  • TSIALIAMANIS G, WAGG D, DERVILIS N & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • DARDENO TA, BULL LA, DERVILIS N & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • DARDENO TA, HAYWOOD-ALEXANDER M, MILLS RS, BULL LA, DERVILIS N & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • SIMPSON T, DERVILIS N, COUTURIER P, MALJAARS N & CHATZI E (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • GARDNER P, . BULL LA, GOSLIGA J, POOLE J, DERVILIS N & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • GOWDRIDGE T, DERVILIS N & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • POOLE J, GARDNER P, DERVILIS N, BULL L & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • Champneys MD, Dervilis N & Worden K (2022) (pp 95-108) RIS download Bibtex download
  • Gowdridge T, Dervilis N & Worden K (2022) (pp 135-149) RIS download Bibtex download
  • Edington LJ, Dervilis N, Gardner P & Wagg DJ (2022) . Conference Proceedings of the Society for Experimental Mechanics Series (pp 81-89) RIS download Bibtex download
  • Poole J, Gardner P, Dervilis N, Bull LA & Worden K (2022) A comparison of kernel and deep domain adaptation methods for SHM. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3662-3670) RIS download Bibtex download
  • Papatheou E, Tatsis KE, Battu RS, Agathos K, Haywood-Alexander M, Chatzi E, Dervilis N & Worden K (2022) Virtual sensing for SHM: a comparison between Kalman filters and Gaussian processes. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3792-3803) RIS download Bibtex download
  • Champneys MD, Rogers TJ, Dervilis N & Worden K (2022) On higher-order frequency response functions from kernel-NARX methods. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 2301-2315) RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Ladpli P, Fremmelev MA & Rogers TJ (2022) Bayesian identification of material properties for a fibre-composite plate, via dispersion curves. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 1866-1874) RIS download Bibtex download
  • Lindley CA, Jones MR, Rogers TJ, Dwyer-Joyce RS, Dervilis N & Worden K (2022) A nonparametric Bayesian approach for the detection of acoustic emission events in time series signals. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 4777-4787) RIS download Bibtex download
  • Dardeno TA, Mills RS, Bull LA, Dervilis N & Worden K (2022) Investigating the effects of temperature variation in vibration-based SHM. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3620-3628) RIS download Bibtex download
  • Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2022) Investigating experimental repeatability and feature consistency in vibration-based SHM using nominally-identical helicopter blades. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2022-August (pp 165-169) RIS download Bibtex download
  • Gardner PA, Bull LA, Dervilis N & Worden K (2022) . Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 87-98). Virtual conference, 8 February 2021 - 11 February 2021. RIS download Bibtex download
  • Gardner PA, Bull LA, Dervilis N & Worden K (2022) . Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 75-86). Virtual conference, 8 February 2021 - 11 February 2021. RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Dobie GB & Rogers TJ (2021) . Health Monitoring of Structural and Biological Systems XV, 22 March 2021 - 27 March 2021. RIS download Bibtex download
  • Gardner P, Bull LA, Dervilis N & Worden K (2021) On Domain-Adapted Gaussian Mixture Models for Population-Based Structural Health Monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 663-670) RIS download Bibtex download
  • Bull LA, Gardner P, Dervilis N, Papatheou E & Worden K (2021) Automated Feature Extraction for Damage Detection: A Pseudo-fault Framework for Population-based SHM. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 655-661) RIS download Bibtex download
  • Simpson T, Dervilis N & Chatzi E (2020) . EURODYN 2020 - XI International Conference on Structural Dynamics, Proceedings, Vol. II (pp 3865-3877). Athens, Greece, 23 November 2020 - 26 November 2020. RIS download Bibtex download
  • Gosliga J, Gardner PA, Bull LA, Dervilis N & Worden K (2020) . Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 8 (pp 177-187). Houston, TX, USA, 10 February 2020 - 13 February 2020. RIS download Bibtex download
  • Haywood-Alexander M, Rogers TJ, Worden K, Barthorpe RJ, Cross EJ & Dervilis N (2020) (pp 109-114) RIS download Bibtex download
  • Gosliga J, Gardner PA, Bull LA, Dervilis N & Worden K (2020) Towards population-based structural health monitoring, Part III: Graphs, networks and communities. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics RIS download Bibtex download
  • Haywood-Alexander M, Worden K, Dobie G, Rogers TJ & Dervilis N (2020) Lamb wave mode separation using dispersion curves. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 2891-2898) RIS download Bibtex download
  • Dervilis N (2020) Preface. Conference Proceedings of the Society for Experimental Mechanics Series (pp v) RIS download Bibtex download
  • Tsialiamanis G, Chatzi E, Dervilis N, Wagg D & Worden K (2020) . XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020. RIS download Bibtex download
  • Tsialiamanis G, Wagg D, Dervilis N & Worden K (2020) . XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020. RIS download Bibtex download
  • Gonzaga P, Worden K, Dervilis N, Stevanovic N, Bernhammer LO & Toft HS (2020) Uncertainty quantification framework for structural model of wind turbine blades. Proceedings of the International Conference on Structural Dynamic , EURODYN, Vol. 2 (pp 3911-3920) RIS download Bibtex download
  • Gonzaga P, Worden K, Dervilis N, Stevanovic N, Bernhammer L & Toft H (2020) On the quantification of structural uncertainties of blades and their effect on wind turbine loads. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3853-3862) RIS download Bibtex download
  • Bull LA, Worden K, Rogers TJ, Wickramarachchi C, Cross EJ, McLeay T, Leahy W & Dervilis N (2019) . Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 17 April 2019. RIS download Bibtex download
  • Fuentes R, Dervilis N, Worden K & Cross EJ (2019) . Journal of Physics: Conference Series, Vol. 1264(1). Valpre, Lyon, France, 15 April 2019 - 17 April 2019. RIS download Bibtex download
  • Dervilis N, Zhang T, Bull L, Cross EJ, Rogers TJ, Fuentes R, Dertimanis V, Abdallah I, Chatzi E & Worden K (2019) A nonlinear robust outlier detection approach for SHM. 8th IOMAC - International Operational Modal Analysis Conference, Proceedings (pp 107-114) RIS download Bibtex download
  • Abdessalem AB, Dervilis N, Wagg D & Worden K (2019) (pp 141-151) RIS download Bibtex download
  • Bull L, Manson G, Worden K & Dervilis N (2019) (pp 157-159) RIS download Bibtex download
  • Deraemaeker A, Dumoulin C, Dervilis N, Cross EJ & Worden K (2019) Statistical analysis of damage indicators based on ultrasonic testing with embedded piezoelectric transducers. 9th ECCOMAS Thematic Conference on Smart Structures and Materials, SMART 2019 (pp 251-262) RIS download Bibtex download
  • Scott D, Simpson T, Dervilis N, Rogers T & Worden K (2018) . Journal of Physics: Conference Series, Vol. 1106(1), 2 July 2018 - 4 July 2018. RIS download Bibtex download
  • Bull LA, Worden K, Cross EJ & Dervilis N (2018) Outlier ensembles: An alternative robust method for inclusive outlier analysis with structural health monitoring data. 9th European Workshop on Structural Health Monitoring, EWSHM 2018 RIS download Bibtex download
  • Rogers TJ, Worden K, Fuentes R, Dervilis N, Tygesen UT & Cross EJ (2018) A semi-supervised bayesian non-parametric approach to damage detection. 9th European Workshop on Structural Health Monitoring, EWSHM 2018 RIS download Bibtex download
  • Abdallah I, Dertimanis V, Mylonas H, Tatsis K, Chatzi E, Dervilis N, Worden K & Maguire E (2018) Fault diagnosis of wind turbine structures using decision tree learning algorithms with big data. Safety and Reliability - Safe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018 (pp 3053-3062) RIS download Bibtex download
  • Fuentes R, Dervilis N, Tcherniak D, Worden K & Cross EJ (2018) Outlier analysis under uncertainty: Applications to structural health monitoring. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 4985-4999) RIS download Bibtex download
  • Walker S, Lord C, Dervilis N, Papatheou E & Worden K (2018) On the use of pseudo-damage to represent damage to structures in population-based Structural Health Monitoring. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 3709-3722) RIS download Bibtex download
  • ABDESSALEM A, Dervilis N, Wagg D & Worden K (2017) ABC-NS: a new computational inference method applied to parameter estimation and model selection in structural dynamics. 23 Congrès Français de Mécanique, 1 September 2017. RIS download Bibtex download
  • Bull LA, Worden K, Cross EJ & Dervilis N (2017) . Journal of Physics: Conference Series, Vol. 842 RIS download Bibtex download
  • Dervilis N, Cross EJ, Antoniadou I, Farrar CR & Worden K (2017) . 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 27 November 2017 - 1 December 2017. RIS download Bibtex download
  • Dervilis N, Cross EJ, Antoniadou I, Farrar CR, Worden K & IEEE (2017) Aspects of Computational Intelligence in Structural Dynamics: Structural Health Monitoring. 2017 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI) (pp 1677-1683) RIS download Bibtex download
  • Dervilis N, Maguire AE, Papatheou E & Worden K (2017) (pp 119-129) RIS download Bibtex download
  • Fuentes R, Cross EJ, Ray N, Dervilis N, Guo T & Worden K (2017) (pp 179-188) RIS download Bibtex download
  • Dervilis N (2017) Preface. Conference Proceedings of the Society for Experimental Mechanics Series (pp v) RIS download Bibtex download
  • Ben Abdessalem A, Dervilis N, Wagg D & Worden K (2016) Identification of nonlinear dynamical systems using approximate Bayesian computation based on a sequential Monte Carlo sampler. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 2551-2565) RIS download Bibtex download
  • Papatheou E, Lord CE, Dervilis N, Wagg DJ & Worden K (2016) An exploratory study of the suitability of a wind turbine blade as a nonlinear demonstrator. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 4069-4080) RIS download Bibtex download
  • Dervilis N, Papatheou E, Antoniadou I, Cross EJ & Worden K (2016) On the usage of active learning for SHM. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 4033-4043) RIS download Bibtex download
  • Dervilis N, Shi H, Worden K & Cross EJ (2016) (pp 145-153) RIS download Bibtex download
  • Dervilis N, Worden K, Wagg DJ & Neild SA (2016) (pp 321-326) RIS download Bibtex download
  • Dervilis N, Worden K, Wagg DJ & Neild SA (2016) (pp 315-320) RIS download Bibtex download
  • Datteo A, Dervilis N, Barthorpe RJ, Cross EJ, Worden K, Busca G, Cigada A & Antoniadou I (2016) Experimental evaluation of environmental effects on a polymer-coated aluminium structure: A time-series analysis and pattern recognition approach. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 3295-3307) RIS download Bibtex download
  • Worden K, Cross EJ, Dervilis N, Papatheou E & Antoniadou I (2015) . IFAC-PapersOnLine, Vol. 48(21) (pp 1-17) RIS download Bibtex download
  • Papatheou E, Dervilis N, Maguire AE & Worden K (2014) Wind turbine structural health monitoring: A short investigation based on SCADA data. 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society (pp 512-519) RIS download Bibtex download
  • Dervilis N, Wagg DJ, Green PL & Worden K (2014) Nonlinear modal analysis using pattern recognition. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 3017-3028) RIS download Bibtex download
  • Worden K, Dervilis N & Cross EJ (2014) Nonlinear robust regression analysis as a means of exploring SHM data. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 513-525) RIS download Bibtex download
  • Dervilis N, Barthorpe RJ & Worden K (2013) Auto-Association and Novelty Detection: Truths and Myths?. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 243-250) RIS download Bibtex download
  • Dervilis N, Barthorpe R, Antoniadou I & Worden K (2012) Impact damage detection for composite material typical of wind turbine blades using novelty detection. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 2 (pp 1287-1296) RIS download Bibtex download
  • Dervilis N, Barthorpe R, Staszewski WJ & Worden K (2012) . Key Engineering Materials, Vol. 518 (pp 319-327) RIS download Bibtex download
  • Dervilis N, Choi M, Antoniadou I, Farinholt KM, Taylor SG, Barthorpe RJ, Park G, Worden K, Farrar CR & IOP (2012) . MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS 2012 (MPSVA 2012), Vol. 382 RIS download Bibtex download
  • Antoniadou I, Manson G, Dervilis N, Barszcz T, Staszewski WJ & Worden K (2012) Use of the Teager-Kaiser energy operator for condition monitoring of a wind turbine gearbox. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 4255-4268) RIS download Bibtex download
  • Antoniadou I, Manson G, Dervilis N, Staszewski WJ & Worden K (2012) . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 8343 RIS download Bibtex download
  • Dervilis N, Barthorpe R, Antoniadou I, Staszewski WJ & Worden K (2012) . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 8348 RIS download Bibtex download
  • Dardeno T, Bull LA, Dervilis N & Worden K () Transfer learning via intermediate structures. Proceedings of the 11th European Workshop on Structural Health Monitoring (EWSHM 2024). Potsdam, Germany, 10 June 2024 - 10 June 2024. RIS download Bibtex download
  • CHANDRASEKHAR K, STEVANOVIC N, CROSS EJ, DERVILIS N & WORDEN K () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • BULL LA, DERVILIS N & WORDEN K () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • GONZAGA PH, DERVILIS N, WORDEN K, BARTHORPE R, STEVANOVIC N & BERNHAMMER LO () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • BULL LA, WORDEN K & DERVILIS N () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • WORDEN K, DERVILIS N & FARRAR C () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • HAYWOOD-ALEXANDER M, WORDEN K, BARTHORPE R, FUENTES R, ROGERS T & DERVILIS N () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • JONES MR, ROGERS TJ, DERVILIS N, WORDEN K & CROSS EJ () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • ROOKER T, STAMMERS J, WORDEN K, POTTS G, KERRIGAN K & DERVILIS N () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • PAPATHEOU E, DERVILIS N, MAGUIRE E, ANTONIADOU I & WORDEN K () . Structural Health Monitoring 2015 RIS download Bibtex download
  • PAPATHEOU E, DERVILIS N, MAGUIRE E, CAMPOS C, ANTONIADOU I & WORDEN K () . Structural Health Monitoring 2015 RIS download Bibtex download
  • Bull L, Rogers T, Dervilis N, Cross E & Worden K () A Gaussian Process Form for Population-Based Structural Health Monitoring. DAMAS 2019 RIS download Bibtex download
  • CHANDRASEKHAR K, STEVANOVIC N, CORBETTA M, DERVILIS N & WORDEN K () . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017. RIS download Bibtex download
  • Hughes A, Bull L, Gardner P, Barthorpe R, Dervilis N & Worden K () A risk-based active learning approach to inspection scheduling. Proceedings of the 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure RIS download Bibtex download

Presentations

  • Abdessalem A, Worden K, Dervilis N & Wagg D . RIS download Bibtex download

Preprints

  • Tsialiamanis G, Worden K, Dervilis N & Hughes AJ (2024) Towards an active-learning approach to resource allocation for population-based damage prognosis, arXiv. RIS download Bibtex download
  • Hughes AJ, Worden K, Dervilis N & Rogers TJ (2024) Cost-informed dimensionality reduction for structural digital twin technologies, arXiv. RIS download Bibtex download
  • Clarkson DR, Bull LA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ (2024) Active learning for regression in engineering populations: A risk-informed approach, arXiv. RIS download Bibtex download
  • Brealy SM, Hughes AJ, Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2024) Multitask learning for improved scour detection: A dynamic wave tank study. RIS download Bibtex download
  • Hughes AJ, Delo G, Poole J, Dervilis N & Worden K (2024) , arXiv. RIS download Bibtex download
  • Smith SM, Hughes AJ, Dardeno TA, Bull LA, Dervilis N & Worden K (2024) Anomaly Detection in Offshore Wind Turbine Structures using Hierarchical Bayesian Modelling. RIS download Bibtex download
  • Kamariotis A, Chatzi E, Straub D, Dervilis N, Goebel K, Hughes AJ, Lombaert G, Papadimitriou C, Papakonstantinou KG, Pozzi M , Todd M et al (2024) Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems, arXiv. RIS download Bibtex download
  • Hughes AJ, Poole J, Dervilis N, Gardner P & Worden K (2023) , arXiv. RIS download Bibtex download
  • Clarkson DR, Bull LA, Dardeno TA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ (2023) , arXiv. RIS download Bibtex download
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) Towards a population-informed approach to the definition of data-driven models for structural dynamics, arXiv. RIS download Bibtex download
  • Hughes AJ, Poole J, Dervilis N, Gardner P & Worden K (2023) A decision framework for selecting information-transfer strategies in population-based SHM, arXiv. RIS download Bibtex download
  • Dardeno TA, Mills RS, Dervilis N, Worden K & Bull LA (2023) On the hierarchical Bayesian modelling of frequency response functions. RIS download Bibtex download
  • Bee S, Bull L, Dervilis N & Worden K (2023) , arXiv. RIS download Bibtex download
  • Simpson T, Vlachas K, Garland A, Dervilis N & Chatzi E (2023) , arXiv. RIS download Bibtex download
  • Bee SC, Papatheou E, Haywood-Alexander M, Mills RS, Bull LA, Worden K & Dervilis N (2023) , arXiv. RIS download Bibtex download
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) A Meta-Learning Approach to Population-Based Modelling of Structures. RIS download Bibtex download
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) , Elsevier BV. RIS download Bibtex download
  • Gowdridge T, Dervilis N & Worden K (2022) On the application of the generating series for nonlinear systems with polynomial stiffness, arXiv. RIS download Bibtex download
  • Gowdridge T, Dervilis N & Worden K (2022) On topological data analysis for structural dynamics: an introduction to persistent homology, arXiv. RIS download Bibtex download
  • Gowdridge T, Dervilis N & Worden K (2022) On the application of topological data analysis: a Z24 Bridge case study. RIS download Bibtex download
  • Gowdridge T, Cross E, Dervilis N & Worden K (2022) , arXiv. RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Mills RS, Ladpli P & Rogers TJ (2022) , arXiv. RIS download Bibtex download
  • Tsialiamanis G, Wagg D, Dervilis N & Worden K (2022) On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation. RIS download Bibtex download
  • Hughes AJ, Bull LA, Gardner P, Dervilis N & Worden K (2022) Mitigating sampling bias in risk-based active learning via an EM algorithm. RIS download Bibtex download
  • Hughes AJ, Gardner P, Bull LA, Dervilis N & Worden K (2022) Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers. RIS download Bibtex download
  • Dardeno TA, Bull LA, Dervilis N & Worden K (2022) A generalised form for a homogeneous population of structures using an overlapping mixture of Gaussian processes. RIS download Bibtex download
  • Poole J, Gardner P, Dervilis N, Bull L & Worden K (2022) On statistic alignment for domain adaptation in structural health monitoring. RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Dobie G & Rogers TJ (2022) Informative Bayesian Tools for Damage Localisation by Decomposition of Lamb Wave Signals. RIS download Bibtex download
  • Lindley CA, Beamish S, Dwyer-Joyce R, Dervilis N & Worden K (2022) A Bayesian Approach for Shaft Centre Localisation in Journal Bearings. RIS download Bibtex download
  • Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2022) Modelling variability in vibration-based PBSHM via a generalised population form, arXiv. RIS download Bibtex download
  • Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) On generative models as the basis for digital twins, arXiv. RIS download Bibtex download
  • Tsialiamanis G, Wagg DJ, Gardner PA, Dervilis N & Worden K (2022) On partitioning of an SHM problem and parallels with transfer learning. RIS download Bibtex download
  • Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) On generating parametrised structural data using conditional generative adversarial networks. RIS download Bibtex download
  • Tsialiamanis G, Mylonas C, Chatzi E, Wagg DJ, Dervilis N & Worden K (2022) On an application of graph neural networks in population based SHM. RIS download Bibtex download
  • Simpson T, Dervilis N, Couturier P, Maljaars N & Chatzi E (2022) Nonlinear Reduced Order Modelling of Soil Structure Interaction Effects via LSTM and Autoencoder Neural Networks. RIS download Bibtex download
  • Tsialiamanis G, Champneys MD, Dervilis N, Wagg DJ & Worden K (2022) On the application of generative adversarial networks for nonlinear modal analysis. RIS download Bibtex download
  • Hughes AJ, Bull LA, Gardner P, Dervilis N & Worden K (2022) On robust risk-based active-learning algorithms for enhanced decision support, arXiv. RIS download Bibtex download
  • Bull LA, Gardner PA, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm, arXiv. RIS download Bibtex download
  • Simpson T, Dervilis N & Chatzi E (2021) Machine Learning Approach to Model Order Reduction of Nonlinear Systems via Autoencoder and LSTM Networks, arXiv. RIS download Bibtex download
  • Hughes AJ, Bull LA, Gardner P, Barthorpe RJ, Dervilis N & Worden K (2021) On risk-based active learning for structural health monitoring, arXiv. RIS download Bibtex download
  • Tsialiamanis G, Mylonas C, Chatzi E, Dervilis N, Wagg DJ & Worden K (2021) Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces, arXiv. RIS download Bibtex download
  • Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data, arXiv. RIS download Bibtex download
  • Chandrasekhar K, Stevanovic N, Cross EJ, Dervilis N & Worden K (2021) Damage detection in operational wind turbine blades using a new approach based on machine learning, arXiv. RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Cross EJ, Mills RS & Rogers TJ (2021) Structured Machine Learning Tools for Modelling Characteristics of Guided Waves, arXiv. RIS download Bibtex download
  • Hughes AJ, Barthorpe RJ, Dervilis N, Farrar CR & Worden K (2021) A probabilistic risk-based decision framework for structural health monitoring, arXiv. RIS download Bibtex download
  • Simpson T, Dervilis N & Chatzi E (2020) On the use of Nonlinear Normal Modes for Nonlinear Reduced Order Modelling, arXiv. RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Mills RS & Rogers TJ () . RIS download Bibtex download