Publications
Accelerated Bayesian Optimization through Weight-Prior Tuning
Alistair Shilton, Sunil Gupta, Santu Rana, Pratibha Vellanki, Laurence Park, Cheng Li, Svetha Venkatesh, Thomas Dorin, Alessandra Sutti, David Rubin, Teo Slezak, Alireza Vahid, Murray Height
(2020), Vol. 108, pp. 1-10, AISTATS 2020 : Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, Online from Palermo, Italy, E1
S Subianto, C Li, D Rubin De Celis Leal, S Rana, S Gupta, R He, S Venkatesh, A Sutti
(2019), Vol. 4, pp. 15912-15922, ACS Omega, United States, C1
Efficient Bayesian Function Optimization of Evolving Material Manufacturing Processes
D Rubín De Celis Leal, D Nguyen, P Vellanki, C Li, S Rana, N Thompson, S Gupta, K Pringle, S Subianto, S Venkatesh, T Slezak, M Height, A Sutti
(2019), Vol. 4, pp. 20571-20578, ACS Omega, United States, C1
Bayesian functional optimisation with shape prior
Pratibha Vellanki, Pratibha Vellanki, Santu Rana, Santu Rana, Sunil Gupta, Sunil Gupta, David Leal, David Leal, Alessandra Sutti, Alessandra Sutti, Murray Height, Murray Height, Svetha Venkatesh, Svetha Venkatesh
(2019), pp. 1617-1624, AAAI 2019 : Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, Honolulu, Hawaii, E1
Accelerating experimental design by incorporating experimenter hunches
C Li, R Santu, S Gupta, V Nguyen, S Venkatesh, A Sutti, D De Celis Leal, T Slezak, M Height, M Mohammed, I Gibson
(2018), Vol. 2018-November, pp. 257-266, IEEE ICDM 2018 : International Conference on Data Mining, Singapore, E1
Rapid Bayesian optimisation for synthesis of short polymer fiber materials
C Li, C Li, D Rubín De Celis Leal, D Rubín De Celis Leal, S Rana, S Rana, S Gupta, S Gupta, A Sutti, A Sutti, S Greenhill, S Greenhill, T Slezak, T Slezak, M Height, M Height, S Venkatesh, S Venkatesh
(2017), Vol. 7, Scientific Reports, England, C1
Process-constrained batch Bayesian optimisation
P Vellanki, S Rana, S Gupta, D Rubin, A Sutti, T Dorin, M Height, P Sandars, S Venkatesh
(2017), Vol. 2017-December, pp. 3415-3424, NIPS 2017 : Proceedings of the 31st Conference of Neural Information Processing Systems, Long Beach, California, E1
X Dai, X Dai, C Corr, C Corr, S Ponraj, S Ponraj, M Maniruzzaman, M Maniruzzaman, A Ambujakshan, A Ambujakshan, Z Chen, Z Chen, L Kviz, L Kviz, R Lovett, R Lovett, G Rajmohan, G Rajmohan, D de Celis, D de Celis, M Wright, M Wright, P Lamb, P Lamb, Y Krasik, Y Krasik, D Graves, D Graves, W Graham, W Graham, R D'Agostino, R D'Agostino, X Wang, X Wang
(2016), Vol. 13, pp. 306-310, Plasma processes and polymers, London, Eng., C1
Study of oxygen plasma pre-treatment of polyester fabric for improved polypyrrole adhesion
T Mehmood, A Kaynak, X Dai, A Kouzani, K Magniez, D Rubin de Celis, C Hurren, P du
(2014), Vol. 143, pp. 668-675, Materials chemistry and physics, Amsterdam, The Netherlands, C1
Supplementing cold plasma with heat enables doping and nano-structuring of metal oxides
D De Celis, D De Celis, Z Chen, Z Chen, M Rahman, M Rahman, T Tao, T Tao, D McCulloch, D McCulloch, M Field, M Field, P Lamb, P Lamb, Y Chen, Y Chen, X Dai, X Dai
(2014), Vol. 11, pp. 897-902, Plasma processes and polymers, London, Eng., C1
Z Chen, Z Chen, X Dai, X Dai, K Magniez, K Magniez, P Lamb, P Lamb, D Rubin de Celis Leal, D Rubin de Celis Leal, B Fox, B Fox, X Wang, X Wang
(2013), Vol. 45, pp. 145-152, Composites part A : applied science and manufacturing, Amsterdam, The Netherlands, C1
Coating and functionalization of carbon fibres using a three-step plasma treatment
Z Chen, Z Chen, X Dai, X Dai, P Lamb, P Lamb, J du Plessis, J du Plessis, D Rubin de Celis Leal, D Rubin de Celis Leal, K Magniez, K Magniez, B Fox, B Fox, X Wang, X Wang
(2013), Vol. 10, pp. 1100-1109, Plasma processes and polymers, Weinheim, Germany, C1
Practical amine functionalization of multi-walled carbon nanotubes for effective interfacial bonding
Z Chen, Z Chen, X Dai, X Dai, P Lamb, P Lamb, D de Celis Leal, D de Celis Leal, B Fox, B Fox, Y Chen, Y Chen, J du Plessis, J du Plessis, M Field, M Field, X Wang, X Wang
(2012), Vol. 9, pp. 733-741, Plasma processes and polymers, Weinheim, Germany, C1
Funded Projects at Deakin
No Funded Projects at Deakin found
Supervisions
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