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Dr Abhishek Kundu
(e/fe)
- Ar gael fel goruchwyliwr ôl-raddedig
Timau a rolau for Abhishek Kundu
Uwch Ddarlithydd - Addysgu ac Ymchwil
Trosolwyg
Mae Dr Abhishek Kundu yn Uwch Ddarlithydd yn y grŵp ymchwil Mecaneg Gyfrifiadurol a Pheirianneg AI ac ef yw cyd-sylfaenydd y labordy deublyg digidol sy'n seiliedig ar ffiseg yn Ysgol Peirianneg Caerdydd. Mae Abhishek yn gweithio'n helaeth gyda phartneriaid diwydiannol fel Airbus, Mistras, Testia a Centregreat Rail ar ymchwil ryngddisgyblaethol sy'n cwmpasu pynciau efeilliaid digidol sy'n cael eu llywio gan ffiseg, dysgu peiriannau tebygolrwydd, adnabod system, Monitro Iechyd Strwythurol, technegau acousto-ultrasonic, dynameg strwythurol, cyfrifiadura perfformiad uchel, cyfrifiadura ymylon a meintioli ansicrwydd peirianneg.
Mae wedi derbyn nifer o wobrau ac anrhydeddau drwy gydol ei yrfa academaidd ac mae'n gwasanaethu ar fwrdd golygyddol y Journal of Non-Destructive Techniques ASME. Mae wedi bod yn llwyddiannus iawn wrth sicrhau cyllid cystadleuol gan EPSRC, yr Academi Beirianneg Frenhinol, Newton, Innovate UK, Llywodraeth Cymru, Airbus, ymhlith eraill. Mae ganddo dros 50 o gyhoeddiadau gwyddonol ac mae'n teithio'n helaeth i draddodi darlith mewn cynadleddau a seminarau rhyngwladol o fri.
Yng Nghaerdydd, mae'n rhagori mewn ymchwil ryngddisgyblaethol ar ryngwyneb pynciau sylfaenol ar fodelu cyfrifiadol a meintioli ansicrwydd Bayesaidd. Mae ei ymchwil yn rhychwantu pob agwedd ar ymchwil o theori sylfaenol mewn dulliau modelu tebygolrwydd, ac AI i brosiectau diwydiannol cymhwysol ar draws peirianneg sifil, awyrofod a mecanyddol.
- Modelu cyfrifiadurol a gefell ddigidol mewn cymwysiadau uwch-dechnoleg gyda thechnegau ML sy'n seiliedig ar ffiseg gan gynnwys modelu gorchymyn llai i gael model llyfn, rhyngweithiol mewn amser real.
- Meintioli Ansicrwydd (UQ) mewn mecaneg peirianneg gyfrifiadurol wrth ddylunio, graddnodi a rhagfynegi perfformiad systemau peirianneg ymarferol i sicrhau bod eu gweithrediad glân a di-ffael yn berthnasol i ystod eang o gymwysiadau gan ddechrau o ddylunio strwythurau awyrofod o dan ansicrwydd i broses weithgynhyrchu ddigidol aml-lwyfan.
- Monitro Iechyd Strwythurol ar gyfer cymwysiadau awyrofod a sifil lle mae systemau monitro seiberffisegol wedi'u llywio gan ffiseg yn cael eu hintegreiddio o fewn fframwaith IOT trwy nodau cyfrifiadurol ymylol ar gyfer monitro strwythurol amser real.
- Mae rheolaeth weithredol o ddirgryniad a sŵn yn hanfodol i sicrhau canslo dolen gaeedig gadarn, amser real dirgryniad / sŵn strwythurol hyd yn oed o dan amodau gweithredol a llwytho newidiol.
Mae swyddi ymchwil ac ysgoloriaethau PhD ar gael yn y grŵp ymchwil ac mae ymgeiswyr â diddordeb yn cael eu hannog yn fawr i gysylltu.
Cyfrifoldeb Golygyddol
Golygydd Cyswllt o ASME's Journal of Nondestructive Evaluation, Diagnostics and Prognostics of Engineering Systems (JNDE)
Meysydd arbenigedd
- Meintioli Ansicrwydd
- Casgliad Bayesaidd
- monitro iechyd strwythurol a prognostics
- Dynameg strwythurol
- modelu cyfrifiannol gorchymyn llai
- optimization cadarn
- Dysgu peiriant probabilistig
- Dirgryniad a rheoli sŵn
Cyhoeddiad
2025
- Gullapalli, A., Aburakhis, T., Featherston, C., Pullin, R., Morini, L. and Kundu, A. 2025. A cyberphysical structural health monitoring framework for threshold-free active signal detection and classification on the edge. Journal of Nondestructive Evaluation, Diagnostics and Prognostics of Engineering Systems 8(2), article number: 21003. (10.1115/1.4066196)
- Alshahrani, A., Kulasegaram, S. and Kundu, A. 2025. Utilisation of simulation-driven fibre orientation for effective modelling of flexural strength and toughness in self-compacting concrete. Construction and Building Materials 459, article number: 139767. (10.1016/j.conbuildmat.2024.139767)
- Alshahrani, A., Kulasegaram, S. and Kundu, A. 2025. Utilisation of simulation-driven fibre orientation for effective modelling of flexural strength and toughness in self-compacting concrete. Construction and Building Materials 459, article number: 139767. (10.1016/j.conbuildmat.2024.139767)
2024
- Sikdar, S., Gullapalli, A. and Kundu, A. 2024. A hierarchical multistage holistic model for acoustic emission source monitoring in composites. Smart Materials and Structures 33, article number: 115022. (10.1088/1361-665X/ad8409)
- Gullapalli, A., Aburakhis, T., Featherston, C., Pullin, R. and Kundu, A. 2024. Smart edge computing framework for in-line signal detection and classification. Presented at: 2024 51st Annual Review of Progress in Quantitative Nondestructive Evaluation, Denver, CO, USA, 21-24 July 2024Proceedings of the 2024 51st Annual Review of Progress in Quantitative Nondestructive Evaluation. ASME, (10.1115/QNDE2024-138485)
- Walton, D. B., Featherston, C. A., Kennedy, D. and Kundu, A. 2024. Inverse design under uncertainty with surrogate models. Journal of Physics: Conference Series 2647(21), article number: 212008. (10.1088/1742-6596/2647/21/212008)
2023
- Alshahrani, A., Kulasegaram, S. and Kundu, A. 2023. Elastic modulus of self-compacting fibre reinforced concrete: Experimental approach and multi-scale simulation. Case Studies in Construction Materials 18, article number: e01723. (10.1016/j.cscm.2022.e01723)
- Sikdar, S., Ostachowicz, W. and Kundu, A. 2023. Deep learning for automatic assessment of breathing-debonds in stiffened composite panels using non-linear guided wave signals. Composite Structures 312, article number: 116876. (10.1016/j.compstruct.2023.116876)
2022
- Sikdar, S., Liu, D. and Kundu, A. 2022. Acoustic emission data based deep learning approach for classification and detection of damage-sources in a composite panel. Composites Part B: Engineering 228, article number: 109450. (10.1016/j.compositesb.2021.109450)
- Mason, B., Bhaduri, D., Ryan, M., Setchi, R. and Kundu, A. 2022. Laser polishing of additively manufactured aluminium surfaces. Presented at: 1st International Conference on Advanced Manufacturing for Air, Space and Land Transportation, Virtual, 7-10 March 2022.
- Mason, B., Ryan, M., Setchi, R., Kundu, A., Nishio Ayre, W. and Bhaduri, D. 2022. Development of a novel laser polishing strategy for additively manufactured AlSi10Mg alloy parts. Presented at: 9th International Conference on Sustainable Design and Manufacturing - SDM 2022, Split, Croatia, 16-17 September 2022.
2021
- Bachhar, P., Kundu, A. and Mandal, P. 2021. A Gaussian process based model for air-jet cooling of mild steel plate in run out table. Presented at: International Conference on Advances in Material Science & Mechanical Engineering (ICAMSME) 2020, Vidyanagar, India, 7-9 February 2020 Presented at Reddy, K. H. and Chuntamreddy, V. K. eds.Advances in Material Science and Mechanical Engineering, Vol. 106. [Advances in Science and Technology]. Switzerland: Trans Tech Publications Ltd pp. 137-142., (10.4028/www.scientific.net/AST.106.137)
2020
- Bonilla-Villalba, P., Claus, S., Kundu, A. and Kerfriden, P. 2020. Goal-oriented model adaptivity in stochastic elastodynamics: simultaneous control of discretisation, surrogate model and sampling errors. International Journal for Uncertainty Quantification 10(3), pp. 195-223. (10.1615/Int.J.UncertaintyQuantification.2020031735)
2019
- Sikdar, S., Kundu, A., Jurek, M. and Ostachowicz, W. 2019. Nondestructive analysis of debonds in a composite structure under variable temperature conditions. Sensors 19(16), pp. 3454. (10.3390/s19163454)
- Kundu, A., Sikdar, S., Eaton, M. and Navaratne, R. 2019. A generic framework for application of machine learning in acoustic emission-based damage identification. Presented at: 13th International Conference on Damage Assessment of Structures, 9-10 July 2019Proceedings of the 13th International Conference on Damage Assessment of Structures. Lecture Notes in Mechanical Engineering Springer pp. 244-262., (10.1007/978-981-13-8331-1_18)
- Kerfriden, P., Kundu, A. and Claus, S. 2019. Adaptivity in bayesian inverse finite element problems: learning and simultaneous control of discretisation and sampling errors. Materials 12(4), article number: 642. (10.3390/ma12040642)
2018
- Maia, N., Pryse, S. E., Adhikari, S., Kundu, A. and Dimitrovová, Z. 2018. Projection methods for stochastic structural dynamics. MATEC Web of Conferences 211, article number: 1003. (10.1051/matecconf/201821101003)
- Pryse, S., Adhikari, S. and Kundu, A. 2018. Sample-based and sample-aggregated based Galerkin projection schemes for structural dynamics. Probabilistic Engineering Mechanics 54, pp. 118-130. (10.1016/j.probengmech.2017.09.002)
- Pryse, S., Kundu, A. and Adhikari, S. 2018. Projection methods for stochastic dynamic systems: a frequency domain approach. Computer Methods in Applied Mechanics and Engineering 338, pp. 412-439. (10.1016/j.cma.2018.04.025)
- Kundu, A., Matthies, H. G. and Friswell, M. 2018. Probabilistic optimization of engineering system with prescribed target design in a reduced parameter space. Computer Methods in Applied Mechanics and Engineering 337, pp. 281-304. (10.1016/j.cma.2018.03.041)
- Kundu, A., Sikdar, S., Eaton, M. and Navaratne, R. 2018. Probabilistic method for damage identification in multi-layered composite structures. Presented at: 9th European Workshop on Structural Health Monitoring, 10-13 July 2018.
- Sikdar, S., Kudela, P., Radzieński, M., Kundu, A. and Ostachowicz, W. 2018. Online detection of barely visible low-speed impact damage in 3D-core sandwich composite structure. Composite Structures 185, pp. 646-655. (10.1016/j.compstruct.2017.11.067)
2017
- Kundu, A., Eaton, M., Al-Jumali, S., Sikdar, S. and Pullin, R. 2017. Acoustic emission based damage localization in composites structures using Bayesian identification. Journal of Physics. Conference Series 842, pp. 12081. (10.1088/1742-6596/842/1/012081)
2015
- Kundu, A., Adhikari, S. and Friswell, M. I. 2015. Transient response analysis of randomly parametrized finite element systems based on approximate balanced reduction. Computer Methods in Applied Mechanics and Engineering 285, pp. 542-570. (10.1016/j.cma.2014.11.007)
- Kundu, A. and Adhikari, S. 2015. Dynamic analysis of stochastic structural systems using frequency adaptive spectral functions. Probabilistic Engineering Mechanics 39, pp. 23-38. (10.1016/j.probengmech.2014.11.003)
2014
- Kundu, A., Adhikari, S. and Friswell, M. I. 2014. Stochastic finite elements of discretely parameterized random systems on domains with boundary uncertainty. International Journal for Numerical Methods in Engineering 100(3), pp. 183-221. (10.1002/nme.4733)
- Kundu, A., DiazDelaO, F. A., Adhikari, S. and Friswell, M. 2014. A hybrid spectral and metamodeling approach for the stochastic finite element analysis of structural dynamic systems. Computer Methods in Applied Mechanics and Engineering 270, pp. 201-219. (10.1016/j.cma.2013.11.013)
- Kundu, A. and Adhikari, S. 2014. Transient response of structural dynamic systems with parametric uncertainty. Journal of Engineering Mechanics 140(2), pp. 315-331. (10.1061/(ASCE)EM.1943-7889.0000643)
2011
- Kundu, A. and Berry, A. 2011. Active control of transmission loss with smart foams. Journal of the Acoustical Society of America 129(2), pp. 726. (10.1121/1.3519676)
- Kundu, A. and Berry, A. 2011. Active sound control with smart foams using piezoelectric sensoriactuator. Journal of Intelligent Material Systems and Structures 22(16), pp. 1771-1787. (10.1177/1045389X11409079)
Articles
- Gullapalli, A., Aburakhis, T., Featherston, C., Pullin, R., Morini, L. and Kundu, A. 2025. A cyberphysical structural health monitoring framework for threshold-free active signal detection and classification on the edge. Journal of Nondestructive Evaluation, Diagnostics and Prognostics of Engineering Systems 8(2), article number: 21003. (10.1115/1.4066196)
- Alshahrani, A., Kulasegaram, S. and Kundu, A. 2025. Utilisation of simulation-driven fibre orientation for effective modelling of flexural strength and toughness in self-compacting concrete. Construction and Building Materials 459, article number: 139767. (10.1016/j.conbuildmat.2024.139767)
- Alshahrani, A., Kulasegaram, S. and Kundu, A. 2025. Utilisation of simulation-driven fibre orientation for effective modelling of flexural strength and toughness in self-compacting concrete. Construction and Building Materials 459, article number: 139767. (10.1016/j.conbuildmat.2024.139767)
- Sikdar, S., Gullapalli, A. and Kundu, A. 2024. A hierarchical multistage holistic model for acoustic emission source monitoring in composites. Smart Materials and Structures 33, article number: 115022. (10.1088/1361-665X/ad8409)
- Walton, D. B., Featherston, C. A., Kennedy, D. and Kundu, A. 2024. Inverse design under uncertainty with surrogate models. Journal of Physics: Conference Series 2647(21), article number: 212008. (10.1088/1742-6596/2647/21/212008)
- Alshahrani, A., Kulasegaram, S. and Kundu, A. 2023. Elastic modulus of self-compacting fibre reinforced concrete: Experimental approach and multi-scale simulation. Case Studies in Construction Materials 18, article number: e01723. (10.1016/j.cscm.2022.e01723)
- Sikdar, S., Ostachowicz, W. and Kundu, A. 2023. Deep learning for automatic assessment of breathing-debonds in stiffened composite panels using non-linear guided wave signals. Composite Structures 312, article number: 116876. (10.1016/j.compstruct.2023.116876)
- Sikdar, S., Liu, D. and Kundu, A. 2022. Acoustic emission data based deep learning approach for classification and detection of damage-sources in a composite panel. Composites Part B: Engineering 228, article number: 109450. (10.1016/j.compositesb.2021.109450)
- Bonilla-Villalba, P., Claus, S., Kundu, A. and Kerfriden, P. 2020. Goal-oriented model adaptivity in stochastic elastodynamics: simultaneous control of discretisation, surrogate model and sampling errors. International Journal for Uncertainty Quantification 10(3), pp. 195-223. (10.1615/Int.J.UncertaintyQuantification.2020031735)
- Sikdar, S., Kundu, A., Jurek, M. and Ostachowicz, W. 2019. Nondestructive analysis of debonds in a composite structure under variable temperature conditions. Sensors 19(16), pp. 3454. (10.3390/s19163454)
- Kerfriden, P., Kundu, A. and Claus, S. 2019. Adaptivity in bayesian inverse finite element problems: learning and simultaneous control of discretisation and sampling errors. Materials 12(4), article number: 642. (10.3390/ma12040642)
- Maia, N., Pryse, S. E., Adhikari, S., Kundu, A. and Dimitrovová, Z. 2018. Projection methods for stochastic structural dynamics. MATEC Web of Conferences 211, article number: 1003. (10.1051/matecconf/201821101003)
- Pryse, S., Adhikari, S. and Kundu, A. 2018. Sample-based and sample-aggregated based Galerkin projection schemes for structural dynamics. Probabilistic Engineering Mechanics 54, pp. 118-130. (10.1016/j.probengmech.2017.09.002)
- Pryse, S., Kundu, A. and Adhikari, S. 2018. Projection methods for stochastic dynamic systems: a frequency domain approach. Computer Methods in Applied Mechanics and Engineering 338, pp. 412-439. (10.1016/j.cma.2018.04.025)
- Kundu, A., Matthies, H. G. and Friswell, M. 2018. Probabilistic optimization of engineering system with prescribed target design in a reduced parameter space. Computer Methods in Applied Mechanics and Engineering 337, pp. 281-304. (10.1016/j.cma.2018.03.041)
- Sikdar, S., Kudela, P., Radzieński, M., Kundu, A. and Ostachowicz, W. 2018. Online detection of barely visible low-speed impact damage in 3D-core sandwich composite structure. Composite Structures 185, pp. 646-655. (10.1016/j.compstruct.2017.11.067)
- Kundu, A., Eaton, M., Al-Jumali, S., Sikdar, S. and Pullin, R. 2017. Acoustic emission based damage localization in composites structures using Bayesian identification. Journal of Physics. Conference Series 842, pp. 12081. (10.1088/1742-6596/842/1/012081)
- Kundu, A., Adhikari, S. and Friswell, M. I. 2015. Transient response analysis of randomly parametrized finite element systems based on approximate balanced reduction. Computer Methods in Applied Mechanics and Engineering 285, pp. 542-570. (10.1016/j.cma.2014.11.007)
- Kundu, A. and Adhikari, S. 2015. Dynamic analysis of stochastic structural systems using frequency adaptive spectral functions. Probabilistic Engineering Mechanics 39, pp. 23-38. (10.1016/j.probengmech.2014.11.003)
- Kundu, A., Adhikari, S. and Friswell, M. I. 2014. Stochastic finite elements of discretely parameterized random systems on domains with boundary uncertainty. International Journal for Numerical Methods in Engineering 100(3), pp. 183-221. (10.1002/nme.4733)
- Kundu, A., DiazDelaO, F. A., Adhikari, S. and Friswell, M. 2014. A hybrid spectral and metamodeling approach for the stochastic finite element analysis of structural dynamic systems. Computer Methods in Applied Mechanics and Engineering 270, pp. 201-219. (10.1016/j.cma.2013.11.013)
- Kundu, A. and Adhikari, S. 2014. Transient response of structural dynamic systems with parametric uncertainty. Journal of Engineering Mechanics 140(2), pp. 315-331. (10.1061/(ASCE)EM.1943-7889.0000643)
- Kundu, A. and Berry, A. 2011. Active control of transmission loss with smart foams. Journal of the Acoustical Society of America 129(2), pp. 726. (10.1121/1.3519676)
- Kundu, A. and Berry, A. 2011. Active sound control with smart foams using piezoelectric sensoriactuator. Journal of Intelligent Material Systems and Structures 22(16), pp. 1771-1787. (10.1177/1045389X11409079)
Conferences
- Gullapalli, A., Aburakhis, T., Featherston, C., Pullin, R. and Kundu, A. 2024. Smart edge computing framework for in-line signal detection and classification. Presented at: 2024 51st Annual Review of Progress in Quantitative Nondestructive Evaluation, Denver, CO, USA, 21-24 July 2024Proceedings of the 2024 51st Annual Review of Progress in Quantitative Nondestructive Evaluation. ASME, (10.1115/QNDE2024-138485)
- Mason, B., Bhaduri, D., Ryan, M., Setchi, R. and Kundu, A. 2022. Laser polishing of additively manufactured aluminium surfaces. Presented at: 1st International Conference on Advanced Manufacturing for Air, Space and Land Transportation, Virtual, 7-10 March 2022.
- Mason, B., Ryan, M., Setchi, R., Kundu, A., Nishio Ayre, W. and Bhaduri, D. 2022. Development of a novel laser polishing strategy for additively manufactured AlSi10Mg alloy parts. Presented at: 9th International Conference on Sustainable Design and Manufacturing - SDM 2022, Split, Croatia, 16-17 September 2022.
- Bachhar, P., Kundu, A. and Mandal, P. 2021. A Gaussian process based model for air-jet cooling of mild steel plate in run out table. Presented at: International Conference on Advances in Material Science & Mechanical Engineering (ICAMSME) 2020, Vidyanagar, India, 7-9 February 2020 Presented at Reddy, K. H. and Chuntamreddy, V. K. eds.Advances in Material Science and Mechanical Engineering, Vol. 106. [Advances in Science and Technology]. Switzerland: Trans Tech Publications Ltd pp. 137-142., (10.4028/www.scientific.net/AST.106.137)
- Kundu, A., Sikdar, S., Eaton, M. and Navaratne, R. 2019. A generic framework for application of machine learning in acoustic emission-based damage identification. Presented at: 13th International Conference on Damage Assessment of Structures, 9-10 July 2019Proceedings of the 13th International Conference on Damage Assessment of Structures. Lecture Notes in Mechanical Engineering Springer pp. 244-262., (10.1007/978-981-13-8331-1_18)
- Kundu, A., Sikdar, S., Eaton, M. and Navaratne, R. 2018. Probabilistic method for damage identification in multi-layered composite structures. Presented at: 9th European Workshop on Structural Health Monitoring, 10-13 July 2018.
- Alshahrani, A., Kulasegaram, S. and Kundu, A. 2025. Utilisation of simulation-driven fibre orientation for effective modelling of flexural strength and toughness in self-compacting concrete. Construction and Building Materials 459, article number: 139767. (10.1016/j.conbuildmat.2024.139767)
Ymchwil
Contractau
- EPSRC (PI)
- Prosiect: Tuag at CyberSHM - monitro iechyd acwstigto-uwchsonig ymreolaethol strwythurau cyfansawdd gweithredol
- Sefydliad: Prifysgol Caerdydd
- Hyd: 2021 - 2025
- Partner diwydiant: Airbus, Mistras
- EPSRC (PI)
- Project: Defnyddio dysgu peiriannau ar gyfer dylunio adenydd awyrennau cam cynnar o dan ansicrwydd
- Sefydliad: Prifysgol Caerdydd
- Hyd: 2020 - 2024
- Llywodraeth Cymru - Cydgynllwynio Québec-Wales 2021 (PI)
- Prosiect: Adnabod Ffynhonnell Acwstig gyda Deallusrwydd Aritificial (AI)
- Hyd: 12 mis (2022-23)
- Partner Academaidd: Université de Sherbrooke, Québec, Canada
- Llywodraeth Cymru - SmartExpertise (CoI)
- Prosiect: DigiBridge
- Hyd: 12 mis (2021-22)
- Partner diwydiant: Centregreat Rail, Crouch Waterfall, Centregreat Engineering
- INNOVATE UK - KTP (CoI)
- Prosiect: Efeilliaid Digidol i gefnogi Arolygu Strwythurol Pont Smart
- Hyd: 36 mis (2021-24)
- Partner diwydiant: Centregreat Rail
- Academi Frenhinol Peirianneg - Cymrodoriaeth Ddiwydiannol (PI)
- Hyd: 21 mis
- Partner diwydiant: Airbus
- Dolen i'r prosiect
- EPSRC (PI)
- Prosiect: Optimeiddio cadarn amlddisgyblaethol o ddyluniad adain awyrennau cam cynnar o dan ansicrwydd
- Sefydliad: Prifysgol Caerdydd
- Hyd: 2019 - 2020
- Partneriaid diwydiant/cyllid rhannol: Airbus
- Gwobr SCoRE Cymru - Ymchwilydd Cynnal (PI).
- Academïau CONFAP-UK o dan Gronfa Newton – (PI, UK)
- Partneriaeth: Prifysgol Brasilia
- Gwobr Costau Cyfranogwr Sêr Cymru NRN – (PI)
- Optimization dylunio amlddisgyblaethol gyrru data o strwythurau awyrennau (MOAD) o dan ansicrwydd (PI)
- Cyllidwr: Rhwydwaith Ymchwil Peirianneg Cymru
- https://www.ernw.ac.uk/en/projects.htm?id=54
- Amcangyfrifon llai o fodelu a gwallau archeb ar gyfer systemau stocastig amrywiol amser (Cyd-PI)
- Cyllidwr: Rhwydwaith Ymchwil Peirianneg Cymru
- Cydweithredwr academaidd : Prifysgol Abertawe
Gwobrau a chyflawniadau dethol
- Gwobr papur gorau: Harry H. a Lois G. Hilton gwobr papur strwythurau gorau yn SciTech 2025 (AIAA), 06-10 Gorffennaf 2025. Orlando, FL, UDA. SciTech 2025 yw, ac mae'n parhau i fod y gynhadledd awyrofod flynyddol fwyaf yn y byd gyda dros 6200 o gyfranogwyr.
- Gwobr bapur gorau yn y 9fed Gweithdy Ewropeaidd ar Fonitro Iechyd Strwythurol, 10-13 Gorffennaf 2018 ym Manceinion, y DU; Newyddion: http://www.ernw.ac.uk/en/news-and-events.htm?id=86
- Ysgoloriaeth PhD Zienkiewicz, Prifysgol Abertawe, y DU, Cyfnod dyfarnu: 2011–2013
Sgyrsiau Gwahoddiad Dethol
- Prif Bapur: "Technoleg fonitro barhaus ar gyfer strwythurau sy'n hanfodol i ddiogelwch", Mehefin 2024, HeaMes, y DU.
- CyberSHM: Technoleg monitro parhaus seiberffisegol ar gyfer strwythurau diogelwch-critigol, Ebrill 2024, Sefydliad Gwyddoniaeth India, Bangalore, India.
- Nodweddu difrod sy'n cael ei yrru gan ddata mewn strwythurau cyfansawdd aml-haenog: dull dysgu peirianyddol, HeaMES 2019, Glasgow, y DU.
- Fframwaith tebygolrwydd ar gyfer dylunio gwrthdro cadarn o dan ansicrwydd: Cais i ddylunio adenydd awyrennau, DiPaRT 2019, 20 Tach 2019 Bryste, y DU.
- Meintioli a rheoli ansicrwydd tebygolrwydd (UQ & M) ar gyfer ceisiadau peirianneg, Darlith Cyweirnod, Meintioli Ansicrwydd a Modelu Stochastig, Brasil; 30 Awst 2017.
- Dylunio Cadarn o Adain Awyrennau Cyfnod Cynnar mewn Optimeiddio Dylunio Amlddisgyblaethol, Cynhadledd DiPaRT, Canolfan Modelu ac Efelychu (CFMS), Parc Gwyddoniaeth Bryste a Chaerfaddon, 22 Tachwedd 2017.
- Fframwaith Cyfanswm Meintioli Ansicrwydd mewn Mecaneg Gyfrifiadurol, TU Braunschweig, Yr Almaen; 26 Tachwedd 2014.
- Ansicrwydd Meintioli ac optimeiddio dylunio tebygolrwydd systemau peirianneg amlraddfa, Rhwydwaith Ymchwil Cenedlaethol Cymru mewn Peirianneg Uwch a Deunyddiau, y DU; 25 Medi 2014.
Gweithgareddau Synergaidd
- Adolygydd ar gyfer papurau: Yn gwasanaethu fel adolygydd ar gyfer nifer o gyfnodolion rhyngwladol honedig mae rhai ohonynt yn ● COMPOS STRUCT, ● J ACOUST SOC AM, ● SYNWYRYDDION, ● MECH SYST SIGNAL PR, ● INT J NUMER METH ENG, RHEOLI ● J VIB, ● MODEL MATHEMATEG APPL, ● J COMPUT APPL MATH, ● INVERSE PROBL SCI EN, ● MATH COMP MODEL DYN
- Adolygydd ar gyfer grantiau: EPSRC, UK; FONDECYT, Chile.
- Golygyddol: Golygydd gwadd ar gyfer y rhifyn arbennig ar Advances in Signal Prosesu ar gyfer SHM a NDT yn y Signalau.
- Sefydliad y Gynhadledd:
- Trefnu symposiwm bach ar 'efeilliaid digidol ar gyfer dylunio ac optimeiddio strwythurau ysgafn' yn WCCM 2022, Yokohama, Japan.
- Trefnu symposiwm bach ar 'Dysgu peirianyddol a modelu mewn monitro iechyd strwythurol' yn EWSHM 2022, Palermo, yr Eidal.
- HEAMES 2019 (panel cynghori technegol a chadeirydd sesiwn)
- EWSHM 2018 (pwyllgor gwyddonol a chadeirydd sesiwn)
- ACME-UK 2016 (pwyllgor gwyddonol).
- Aelodaeth Sefydliad Proffesiynol:
- Aelod o'r Gymdeithas Awyrennol Frenhinol
- Aelod o Gymdeithas Peirianwyr Mecanyddol America
- Cyfranogwr yn Sefydliad Profion Annistrywiol Prydain (BINDT) - Cangen De Cymru
Addysgu
Anfonebu gyda modiwlau a addysgir
- EN4641 / ENT641 - Theori a Chymwysiadau Dull Elfen Gyfyngedig
- EN4570 / ENT570 - Dynameg
- EN3037 - Mecaneg Solid
- EN3100 - Prosiectau Blwyddyn 3
- EN2026 - Dadansoddiad Peirianneg
- EN2105 - Mecaneg solet
- EN1048 - Ceisiadau peirianneg
- ENT637 - MSc Astudiaeth Achos
Bywgraffiad
Anrhydeddau a dyfarniadau
- Gwobr papur gorau: Harry H. a Lois G. Hilton gwobr papur strwythurau gorau
- Gynhadledd: SciTech 2025 (AIAA), 06-10 Gorffennaf 2025.
- Lleoliad: Orlando, FL, UDA.
- Gwobr papur gorau
- Cynhadledd: 9fed Gweithdy Ewropeaidd ar Fonitro Iechyd Strwythurol, 10-13 Gorffennaf 2018.
- Lleoliad: Manchester, UK.
- Cymrodoriaeth Ddiwydiannol Ser Cymru NRN, UK
- Partner diwydiannol: Airbus
- Hyd: 2016-17
- SCoRE Cymru yn dyfarnu cyllid
- Pwrpas: cynnal Marie Skłodowska Curie IF yn gydymaith
- Dyddiad Graddio: Ebrill 2017.
- CONFAP (Brasil) - Grant symudedd Academïau y DU o dan Raglen Cronfa Newton
- Pwrpas: grant symudedd i gydweithio â Phrifysgol Brasilia
- Dyddiad Graddio: Chwefror 2017.
- Cymrawd yr Academi Addysg Uwch
- Dyddiad Graddio: 2016.
- Ysgoloriaeth Zienkiewicz, Prifysgol Abertawe, UK
- Cyfnod dyfarnu: 2010–2013
- Cefnogaeth lawn ar gyfer efrydiaeth PhD
Aelodaethau proffesiynol
Aelod o'r Gymdeithas Awyrennol Frenhinol
Aelod o Gymdeithas Peirianwyr Mecanyddol America
Safleoedd academaidd blaenorol
Cymwysterau addysgol:
- PhD, Prifysgol Abertawe, Abertawe, y DU, 2014.
- MScA (Meistr Gwyddoniaeth Gymhwysol), Universite de Sherbrooke, Sherbrooke, Canada, 2010.
- BE, Prifysgol Jadavpur, Kolkata, India, Peirianneg Fecanyddol, 2007.
Pwyllgorau ac adolygu
Darparu gwasanaeth adolygydd ar gyfer
- International Journal for Numerical Methods in Engineering, Wiley
- Cyfnodolyn Cymdeithas Acoustical America, ASA
- Systemau Mecanyddol a Phrosesu Signalau, Elsevier
- Journal of Dirgryniad a Rheolaeth, SAGE
- Modelu Mathemategol Cymhwysol, Elsevier
- Journal of Computational and Applied Mathematics, Elsevier.
- Modelu mathemategol a chyfrifiadurol systemau deinamig, Taylor & Francis
- Adolygydd ar gyfer Ceisiadau Grant Ymchwil ar gyfer FONDECYT 2014 (CONICYT - Chile).
Meysydd goruchwyliaeth
Goruchwylio parhaus
- Yuxin Yao
- Anirudh Gullapalli
- Qi Chen
- Bryn Walton
- Taha Aburakhis
- Abdullah Alshahrani (cyd)
- Benjamin Mason (cyd)
- Karan Baramate (cyd)
- Abdulkarim Mimoun (cyd)
- Mazen Alqathami (cyd)
Myfyrwyr dan oruchwyliaeth
- Pedro Bonilla Villalba
- Xiaohan Du
- S . E. Pryse (mewn cydweithrediad â Phrifysgol Abertawe)
- Jose Dorado Ladera (MPhil)
Ardaloedd Goruchwyliaeth:
- Monitro iechyd strwythurol
- Tonnau ultrasonic ac acwsteg
- Problemau gwrthdro gan ddefnyddio casgliadau Bayesaidd
- Dysgu peirianyddol a deallusrwydd artiffisial
- Optimeiddio cadarn
- Modelu trefn llai
- Rheoli dirgryniad
Contact Details
Themâu ymchwil
Arbenigeddau
- AI & Dysgu Peiriant
- Systemau perfformio awyrennau a rheoli hedfan
- Ansicrwydd
- Dysgu peirianyddol ffiseg
- Monitro Iechyd Strwythurol