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Dr Abhishek Kundu
(e/fe)
Uwch Ddarlithydd - Addysgu ac Ymchwil
- Ar gael fel goruchwyliwr ôl-raddedig
Trosolwyg
Rwy'n Uwch-ddarlithydd mewn peirianneg fecanyddol, yn gweithio gyda'r grŵp ymchwil Mecaneg Gymhwysol a Chyfrifiannol. Rwy'n gweithio gyda phartneriaid diwydiannol a cholborators academaidd ar bynciau Monitro Iechyd Strwythurol, Tonnau Uwchsonig a meintioli Ansicrwydd Peirianneg. Mae yna swyddi ymchwil ac efrydiaeth PhD sydd ar gael yn ein grŵp ymchwil. Mae gen i dros 40 o gyhoeddiadau mewn cyfnodolion rhyngwladol, trafodion cynadleddau, penodau llyfrau a thraethodau.
Fy mhrif ddiddordebau ymchwil yw -
- Mae angen Meintioli Ansicrwydd (UQ) mewn mecaneg peirianneg gyfrifiadurol wrth ddylunio, graddnodi a rhagfynegi perfformiad systemau peirianneg ymarferol i sicrhau eu gweithrediad glân a di-ffael. Mae hyn yn canfod ceisiadau mewn ystod eang o feysydd gan ddechrau o ddylunio dan ansicrwydd i broses weithgynhyrchu ddigidol aml-lwyfan.
- Mae Monitro Iechyd Strwythurol yn faes arwyddocaol o ddiddordeb yn enwedig ar gyfer cymwysiadau awyrofod lle byddai systemau monitro deallus ar gyfer strwythurau sydd wedi'u hintegreiddio o fewn fframwaith IOT yn helpu i ddatblygu a gweithredu'n ddiogel yn methu strwythurau craff nesaf.
- Mae rheolaeth weithredol o ddirgryniad a sŵn yn hanfodol i sicrhau bod dirgryniad/sŵn strwythurol yn cael ei ganslo mewn amser real, hyd yn oed o dan amodau gweithredol a llwytho sy'n newid.
- Mae modelu cyfrifiadol a gefell ddigidol yn derbyn sylw cynyddol mewn cymwysiadau uwch-dechnoleg oherwydd ei fod yn galluogi efelychu gweithrediad cynnyrch mewn amgylchedd rhithwir mewn gofod parametrig sy'n dal nodweddion dylunio ac amodau gweithredol. Mae hyn yn gofyn am dechnegau modelu cyfrifiadurol datblygedig gan gynnwys modelu trefn llai i gael model llyfn, rhyngweithiol mewn amser real.
Cyfrifoldeb Golygyddol
Golygydd Cyswllt o ASME's Journal of Nondestructive Evaluation, Diagnostics and Prognostics of Engineering Systems (JNDE)
Meysydd arbenigedd
- Meintioli Ansicrwydd
- Casgliad Bayesaidd
- Dynameg strwythurol
- modelu cyfrifiannol gorchymyn llai
- optimization cadarn
- Dysgu Peiriant
- 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)
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)
- 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: 51st Annual Review of Progress in Quantitative Nondestructive Evaluation, Denver, Colorado, 21-24 July 2024Proceedings of the 2024 51st Annual Review of Progress in Quantitative Nondestructive Evaluation. American Society of Mechanical Engineers, (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)
- 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)
- 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: 51st Annual Review of Progress in Quantitative Nondestructive Evaluation, Denver, Colorado, 21-24 July 2024Proceedings of the 2024 51st Annual Review of Progress in Quantitative Nondestructive Evaluation. American Society of Mechanical Engineers, (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.
Ymchwil
Contracts
| Title | People | Sponsor | Value | Duration |
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Supervised Students
| Title | Student | Status | Degree |
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Addysgu
Anfonebu gyda modiwlau a addysgir
- EN4641 / ENT641 - Theori a Chymwysiadau Dull Elfen Gyfyngedig
- EN3037 - Mecaneg Solid
- EN3100 - Prosiectau Blwyddyn 3
- EN2026 - Dadansoddiad Peirianneg
- EN2105 - Mecaneg solet
- EN1048 - Ceisiadau peirianneg
- ENT637 - MSc Astudiaeth Achos
Bywgraffiad
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.
Anrhydeddau a dyfarniadau
- 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 sy'n dod i mewn 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
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
- 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