Faculty of Engineering and Mathematical Sciences

Research Output 1959 2020

2019

Deconvolving the long-term impacts of ocean acidification and warming on coral biomineralisation

D'Olivo, J. P., Ellwood, G., DeCarlo, T. M. & McCulloch, M. T., 15 Nov 2019, In : Earth and Planetary Science Letters. 526, 115785.

Research output: Contribution to journalArticle

Open Access
Biomineralization
biomineralization
Acidification
coral
oceans
1 Citation (Scopus)

Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images

Nadeem, U., Bennamoun, M., Sohel, F. & Togneri, R., Dec 2019, 2019 Digital Image Computing: Techniques and Applications, DICTA 2019. IEEE, Institute of Electrical and Electronics Engineers, 8945925. (2019 Digital Image Computing: Techniques and Applications, DICTA 2019).

Research output: Chapter in Book/Conference paperConference paper

Fusion reactions
Fluorescence
Reefs
Aquatic ecosystems
Lighting

Deep learning-based 3D local feature descriptor from Mercator projections

Rezaei, M., Rezaeian, M., Derhami, V., Sohel, F. & Bennamoun, M., Oct 2019, In : Computer Aided Geometric Design. 74, 101771.

Research output: Contribution to journalArticle

Local Features
Descriptors
Projection
Point Cloud
Noise Robustness

Deep Learning for Autonomous Driving

Burleigh, N., King, J. & Braunl, T., Dec 2019, 2019 Digital Image Computing: Techniques and Applications, DICTA 2019. IEEE, Institute of Electrical and Electronics Engineers, 8945818. (2019 Digital Image Computing: Techniques and Applications, DICTA 2019).

Research output: Chapter in Book/Conference paperConference paper

Traffic signs
Deep learning

Deep learning for driverless vehicles

Hodges, C., An, S., Rahmani, H. & Bennamoun, M., 1 Jan 2019, Smart Innovation, Systems and Technologies. Springer Science + Business Media, Vol. 136. p. 83-99 17 p. (Smart Innovation, Systems and Technologies; vol. 136).

Research output: Chapter in Book/Conference paperChapter

Automation
Computer vision
Learning systems
Industry
Productivity
1 Citation (Scopus)

Deep learning for marine species recognition

Xu, L., Bennamoun, M., An, S., Sohel, F. & Boussaid, F., 1 Jan 2019, Handbook of Deep Learning Applications. Bales, V. E., Roy, S. S., Sharma, D. & Samui, P. (eds.). USA: Springer Science + Business Media, p. 129-145 17 p. (Smart Innovation, Systems and Technologies; vol. 136).

Research output: Chapter in Book/Conference paperChapter

Computer vision
Plankton
Fish
Image analysis
Image quality
1 Citation (Scopus)

Deep learning for scene understanding

Nadeem, U., Shah, S. A. A., Sohel, F., Togneri, R. & Bennamoun, M., 19 Mar 2019, Handbook of deep learning applications. Balas, V. E., Roy, S. S., Sharma, D. & Samui, P. (eds.). Cham: Springer, p. 21-51 27 p. (Smart Innovation, Systems and Technologies; vol. 136).

Research output: Chapter in Book/Conference paperChapter

Computer vision
Neural networks
Network architecture
Hardware
Deep learning
333 Downloads (Pure)

Deep learning for underwater scene classification

Mahmood, A., 2019, (Unpublished)

Research output: ThesisDoctoral Thesis

File
Reefs
Image analysis
Computer vision
Deep learning
1 Citation (Scopus)

Definition of fractional Laplacian for functions with polynomial growth

Dipierro, S., Savin, O. & Valdinoci, E., 1 Jan 2019, In : Revista Matematica Iberoamericana. 35, 4, p. 1079-1122 44 p.

Research output: Contribution to journalArticle

Fractional Laplacian
Polynomial Growth
Schauder Estimates
Infinity
Seminorm
6 Citations (Scopus)

Deformation and strength characteristics of Laves phases in titanium alloys

Rabadia, C. D., Liu, Y. J., Chen, L. Y., Jawed, S. F., Wang, L. Q., Sun, H. & Zhang, L. C., 5 Oct 2019, In : Materials and Design. 179, 107891.

Research output: Contribution to journalArticle

Open Access
Titanium alloys
Indentation
Volume fraction
Formability
Plastic deformation

Demo chairs' welcome

Lugmayr, A. & Datta, A., 1 Jan 2019, In : 26th International World Wide Web Conference 2017, WWW 2017 Companion. p. 163-164 2 p.

Research output: Contribution to journalEditorial

Demonstration of polarisation calibration with the LBA on Selected AGNs

Chanapote, T., Dodson, R., Rioja, M., Asanok, K., Stevens, J. & Marti-Vidal, I., 15 Mar 2019, In : Publications of the Astronomical Society of Australia. 36, 21 p., 013.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Depth-resolved birefringence imaging of collagen fiber organization in the human oral mucosa in vivo

Walther, J., Li, Q., Villiger, M., Farah, C. S., Koch, E., Karnowski, K. & Sampson, D. D., 1 Apr 2019, In : Biomedical Optics Express. 10, 4, p. 1942-1956 15 p.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Derivation of a clinical decision-making aid to improve the insertion of clinically indicated peripheral intravenous catheters and promote vessel health preservation. An observational study

Carr, P. J., Rippey, J. C. R., Cooke, M. L., Higgins, N. S., Trevenen, M. L., Foale, A., Keijzers, G. & Rickard, C. M., 1 Mar 2019, In : PLoS One. 14, 3, e0213923.

Research output: Contribution to journalArticle

Open Access
Decision Support Techniques
Catheters
observational studies
catheters
Observational Studies
307 Downloads (Pure)

Design methodology and circuit techniques for the CMOS readout of MEMS flow sensors

Ahmed, M., 2019, (Unpublished)

Research output: ThesisDoctoral Thesis

File
MEMS
Networks (circuits)
Sensors
Flow of gases
4 Citations (Scopus)

Design of Architectured Materials Based on Mechanically Driven Structural and Compositional Patterning

Estrin, Y., Beygelzimer, Y. & Kulagin, R., 13 Aug 2019, In : Advanced Engineering Materials. 12 p., 1900487.

Research output: Contribution to journalArticle

Design of nonlinear active noise control earmuffs for excessively high noise level

Zhu, L., Yang, T. & Pan, J., 1 Sep 2019, In : Journal of the Acoustical Society of America. 146, 3, p. 1547-1555 9 p.

Research output: Contribution to journalArticle

loudspeakers
controllers
auditory defects
intermodulation
feedback control

Des villes vertes et bleues pour supporter un climat plus chaud

Ghadouani, A. & Marx, L., 3 Jun 2019, The Conversation.

Research output: Contribution to specialist publicationArticle

Open Access

Detailed experiments on weakly deformed cavitation bubbles

Supponen, O., Obreschkow, D., Kobel, P., Dorsaz, N. & Farhat, M., Feb 2019, In : Experiments in Fluids. 60, 2, 13 p., 33.

Research output: Contribution to journalArticle

Detecting and Predicting Tipping Points

Peng, X., Small, M., Zhao, Y. & Moore, J. M., Jul 2019, In : International Journal of Bifurcation and Chaos. 29, 8, 11 p., 1930022.

Research output: Contribution to journalArticle

Detecting and ranking outliers in high-dimensional data

Kaur, A. & Datta, A., Mar 2019, In : International Journal of Advances in Engineering Sciences and Applied Mathematics. 11, 1, p. 75-87 13 p.

Research output: Contribution to journalArticle

Detecting sediment concentration using contact image sensor

Yao, W., An, H., Draper, S., Cheng, L., Zhao, M. & Tang, G., 2019, Scour and Erosion IX - Proceedings of the 9th International Conference on Scour and Erosion, ICSE 2018. Keh-Chia, Y. (ed.). CRC Press/Balkema, p. 605-611 7 p. (Scour and Erosion IX - Proceedings of the 9th International Conference on Scour and Erosion, ICSE 2018).

Research output: Chapter in Book/Conference paperConference paper

Contact sensors
Image sensors
Sediments
sensor
sediment

Detection of snapping shrimp using machine learning.

Du, X., Youssef, A., Wang, Y., Padfield, N. & Matthews, D., 1 Jan 2019, Proceedings of the Australian Acoustical Society Annual Conference, AAS 2018. Australian Acoustical Society, p. 451-452 2 p. (Australian Acoustical Society Annual Conference, AAS 2018).

Research output: Chapter in Book/Conference paperConference paper

machine learning
acoustics
coverings
marine environments
logistics
1 Citation (Scopus)
Particle Accelerators
Equipment and Supplies
Radiotherapy
X-Rays
Patient Positioning
2 Citations (Scopus)

Detection of Winding Faults Based on a Characterization of the Nonlinear Dynamics of Transformers

Zheng, J., Huang, H. & Pan, J., Jan 2019, In : IEEE Transactions on Instrumentation and Measurement. 68, 1, p. 206-214 8374098.

Research output: Contribution to journalArticle

transformers
Transformer windings
Power transformers
cascades
vibration
6 Citations (Scopus)

Determination of Young's modulus of jet grouted coalcretes using an intelligent model

Sun, Y., Zhang, J., Li, G., Ma, G., Huang, Y., Sun, J., Wang, Y. & Nener, B., 26 Mar 2019, In : Engineering Geology. 252, p. 43-53 11 p.

Research output: Contribution to journalArticle

Young modulus
antenna
beetle
Elastic moduli
Support vector machines
Open Access
Diffraction
X rays
Thin films
Fibers
Metallic films

Determining parameters for non-linear models of multi-loop free energy change

Ward-Graham, M., Sun, H., Datta, A., Wise, M. J. & Mathews, D., 1 Nov 2019, In : Bioinformatics. 35, 21, p. 4298-4306

Research output: Contribution to journalArticle

Nonlinear Dynamics
Free energy
Nonlinear Model
Free Energy
Linear Models

Deterministic and stochastic properties of self-similar Rayleigh-Taylor mixing induced by space-varying acceleration

Pandian, A. & Abarzhi, S., 2019, arXiv preprint.

Research output: Contribution to specialist publicationArticle

exponents
momentum
group theory
stochastic processes

Developing and Validating a Model to Assess Sewer Sediment Issues from Changing Wastewater Inflows and Concentration

Murali, M. K., Hipsey, M. R., Ghadouani, A. & Yuan, Z., 1 Jan 2019, New Trends in Urban Drainage Modelling - UDM 2018. Mannina, G. (ed.). Springer-Verlag Berlin, p. 836-841 6 p. (Green Energy and Technology).

Research output: Chapter in Book/Conference paperConference paper

Sewers
Sediments
Wastewater
inflow
wastewater
Optical tomography
Tamoxifen
Needles
Fluorescence
Imaging techniques

Development and evaluation of a novel seawater-based viscoelastic fracturing fluid system

Sun, X., Gao, Z., Zhao, M., Gao, M., Du, M. & Dai, C., 1 Dec 2019, In : Journal of Petroleum Science and Engineering. 183, 106408.

Research output: Contribution to journalArticle

Open Access
Fracturing fluids
Seawater
seawater
Fluids
fluid

Development and External Validation of a Predictive Model of Urethra Toxicity for Patients Treated with HDR Brachytherapy Boost Including the Effect of Neo-Adjuvant Androgen Deprivation

Panettieri, V., Rancati, T., Onjukka, E., Smith, R. L., Ebert, M. A., Joseph, D. J., Denham, J. W., Steigler, A. & Millar, J. L., 1 Sep 2019, In : INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS. 105, 1, p. S169-S169 1 p.

Research output: Contribution to journalAbstract/Meeting Abstract

Development and screening of additives for biodiesel based drilling fluids: Principles, strategies and experience

Li, W., Liu, J., Zhao, X., Jiang, J., Peng, H., Zhang, M., He, T., Liu, G. & Shen, P., 2019, Society of Petroleum Engineers - SPE International Conference on Oilfield Chemistry 2019. USA: Society of Petroleum Engineers (SPE), 28 p. (Proceedings - SPE International Symposium on Oilfield Chemistry; vol. 2019).

Research output: Chapter in Book/Conference paperConference paper

Biofuels
Drilling fluids
Biodiesel
Screening
Lime

Development of a multi-assay approach for monitoring coral diversity using eDNA metabarcoding

Alexander, J. B., Bunce, M., White, N., Wilkinson, S. P., Adam, A. A. S., Berry, T., Stat, M., Thomas, L., Newman, S. J., Dugal, L. & Richards, Z. T., 22 Nov 2019, In : Coral Reefs. 13 p.

Research output: Contribution to journalArticle

39 Downloads (Pure)

Development of an earth's field nuclear magnetic resonance multiphase flow meter

O'Neill, K., 2019, (Unpublished)

Research output: ThesisDoctoral Thesis

File
Multiphase flow
Earth (planet)
Nuclear magnetic resonance
Two phase flow
Liquids
23 Downloads (Pure)

Development of a novel spudcan shape for easing punch-through

Lee, J., 2019, (Unpublished)

Research output: ThesisDoctoral Thesis

File
Clay
Sand
Clay deposits
Centrifuges
92 Downloads (Pure)

Development of a novel spudcan shape for easing spudcan-footprint interactions

Jun, M., 2019, (Unpublished)

Research output: ThesisDoctoral Thesis

File
Jack-up rigs
Jacks
Centrifuges
Clay
Geometry

Development of a reservoir rock dielectric database

Josh, M., Clennell, M. B., Esteban, L. & Hopkins, M., 1 Jan 2019, Proceedings of the SPWLA 60th Annual Logging Symposium 2019. Society of Petrophysicists and Well-Log Analysts (SPWLA), 149672

Research output: Chapter in Book/Conference paperConference paper

reservoir rock
Rocks
saturation
rock
permittivity
Dissection
Shear thinning
Biocompatible Materials
Biomaterials
Silicates

Development of a single-pass detailed damage mapping application

Cumming-Potvin, D., Potvin, Y., Wesseloo, J., Harris, P., Ho, C. & Egan, M. H., Oct 2019, Ninth International Symposium on Ground Support in Mining and Underground Construction. Hadjigeorgiou, J. & Hudyma, M. (eds.). Australian Centre for Geomechanics, p. 85-100 16 p. (Ground Support 2019).

Research output: Chapter in Book/Conference paperConference paper

Open Access
Rock bursts
Ground supports
Application programs
Standardization
Servers
41 Downloads (Pure)

Development of Educators’ Resources for Creating Inclusive Teamwork in Engineering and Computer Science

Marinelli, M., Male, S., Kim, L-V. & Sydney, Z., 8 Dec 2019, Proceedings of 30th Australasian Association for Engineering Education Conference. 8 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
engineering science
teamwork
computer science
educator
resources
5 Citations (Scopus)

Development of Heavyweight Self-Compacting Concrete and Ambient-Cured Heavyweight Geopolymer Concrete Using Magnetite Aggregates

Valizadeh, A., Aslani, F., Asif, Z. & Roso, M., 10 Apr 2019, In : Materials. 12, 7, 25 p., 1035.

Research output: Contribution to journalArticle

Open Access
Cracks
Hydraulic fracturing
Compaction
Rocks
Experiments
2 Citations (Scopus)
Microspheres
Strain hardening
Fillers
Glass
Composite materials

Dichroic Two-Photon Rubidium Frequency Standard

Perrella, C., Light, P. S., Anstie, J. D., Baynes, F. N., White, R. T. & Luiten, A. N., 27 Nov 2019, In : Physical Review Applied. 12, 5, 054063.

Research output: Contribution to journalArticle

frequency standards
rubidium
photons
frequency stability
lasers
3 Citations (Scopus)

Dielectric Polarization Studies in Partially Saturated Shale Cores

Connolly, P. R. J., Josh, M., O'Neill, K. T., Seltzer, S. J., Wigand, M. O., Clennell, M. B., May, E. F. & Johns, M. L., 24 Oct 2019, In : Journal of Geophysical Research: Solid Earth.

Research output: Contribution to journalArticle

dielectric polarization
Shale
shale
polarization
Polarization

Differences and Similarities between Millimetre Wave and Thermal Heating Effect on Action Potential Triggering in Leech Interneuron

Romanenko, S., Siegel, P. H., Hool, L., Harvey, A. & Wallace, V., 2019, 2019 - 44th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz). IEEE, Institute of Electrical and Electronics Engineers, 8873975. (International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz; vol. 2019-September).

Research output: Chapter in Book/Conference paperConference paper

Millimeter waves
Heating
Tissue
Radiation
Thermal energy