Profile image of David Rubin De Celis Leal

Dr David Rubin De Celis Leal

STAFF PROFILE

Position

Associate Research Fellow

Faculty

Applied Artificial Intel Inst

Department

A2I2P

Campus

Geelong Waurn Ponds Campus

Qualifications

Doctor of Philosophy, Deakin University, 2016

Contact

Publications

Filter by

2019

Optimizing a high-entropy system: software-assisted development of highly hydrophobic surfaces using an amphiphilic polymer

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, Washington, D.C., C1

journal article

Efficient bayesian function optimization of evolving material manufacturing processes

D Rubn 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, Washington, D.C., C1

journal article

Bayesian functional optimisation with shape prior

Pratibha Vellanki, Santu Rana, Sunil Gupta, David Leal, Alessandra Sutti, Murray Height, Svetha Venkatesh

(2019), pp. 1617-1624, AAAI 2019 : Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, Honolulu, Hawaii, E1

conference
2018

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

conference
2017

Rapid Bayesian optimisation for synthesis of short polymer fiber materials

C Li, D Rubn de Celis Leal, S Rana, S Gupta, A Sutti, S Greenhill, T Slezak, M Height, S Venkatesh

(2017), Vol. 7, pp. 1-10, Scientific reports, London, Eng., C1

journal article

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

conference
2016

Efficient and selectable production of reactive species using a nanosecond pulsed discharge in gas bubbles in liquid

X Dai, C Corr, S Ponraj, M Maniruzzaman, A Ambujakshan, Z Chen, L Kviz, R Lovett, G Rajmohan, D de Celis, M Wright, P Lamb, Y Krasik, D Graves, W Graham, R D'Agostino, X Wang

(2016), Vol. 13, pp. 306-310, Plasma processes and polymers, London, Eng., C1

journal article
2014

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, J Du Plessis

(2014), Vol. 143, pp. 668-675, Materials Chemistry and Physics, C1

journal article

Supplementing cold plasma with heat enables doping and nano-structuring of metal oxides

D De Celis, Z Chen, M Rahman, T Tao, D McCulloch, M Field, P Lamb, Y Chen, X Dai

(2014), Vol. 11, pp. 897-902, Plasma processes and polymers, London, Eng., C1

journal article
2013

Improving the mechanical properties of epoxy using multiwalled carbon nanotubes functionalized by a novel plasma treatment

Z Chen, X Dai, K Magniez, P Lamb, D Rubin De Celis Leal, B Fox, X Wang

(2013), Vol. 45, pp. 145-152, Composites Part A: Applied Science and Manufacturing, C1

journal article

Coating and functionalization of carbon fibres using a three-step plasma treatment

Z Chen, X Dai, P Lamb, J Du Plessis, D De Celis Leal, K Magniez, B Fox, X Wang

(2013), Vol. 10, pp. 1100-1109, Plasma Processes and Polymers, C1

journal article
2012

Practical amine functionalization of multi-walled carbon nanotubes for effective interfacial bonding

Z Chen, X Dai, P Lamb, D De Celis Leal, B Fox, Y Chen, J Du Plessis, M Field, X Wang

(2012), Vol. 9, pp. 733-741, Plasma Processes and Polymers, C1

journal article

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

No completed student supervisions to report