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• 2020

  10-Valent pneumococcal non-typeable H. influenzae protein D conjugate vaccine (PHiD-CV10) versus 13-valent pneumococcal conjugate vaccine (PCV13) as a booster dose to broaden and strengthen protection from otitis media (PREVIX_BOOST) in Australian Aboriginal children: Study protocol for a randomised controlled trial

  Oguoma, V. M., Wilson, N., Mulholland, K., Santosham, M., Torzillo, P., McIntyre, P., Smith-Vaughan, H., Balloch, A., Chatfield, M., Lehmann, D., Binks, M. J., Chang, A., Carapetis, J., Krause, V., Andrews, R., Snelling, T., Licciardi, P., Morris, P. & Leach, A. J., 24 May 2020, In : BMJ Open. 10, 5, p. 1-11 11 p., e033511.

  Research output: Contribution to journal › Article

  Open Access

  File

  • 13-valent pneumococcal vaccine
  • Conjugate Vaccines
  • Otitis Media
  • Human Influenza
  • Haemophilus influenzae glpQ protein
  11 Downloads (Pure)

• 2020 review and revision of the 2015 darwin melioidosis treatment guideline; paradigm drift not shift

  Sullivan, R. P., Marshall, C., Anstey, N., Ward, L. & Currie, B., Sep 2020, In : PLoS Neglected Tropical Diseases. 14, 9, p. 1-13 13 p., e0008659.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Melioidosis
  • Guidelines
  • Bacteremia
  • Pneumonia
  • Recurrence
  9 Downloads (Pure)

• A Blockchain-Based Secure Data Sharing Framework for Healthcare

  Nowrozy, R., Kayes, A. S. M., Watters, P., Alazab, M., Ng, A., Chowdhury, M. & Maruatona, O., Aug 2020, Blockchain for Cybersecurity and Privacy: Architectures, Challenges, and Applications. Maleh, Y., Shojafar, M., Alazab, M. & Romdhani, I. (eds.). CRC Press, p. 219-242 24 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Blockchain

• Aboriginal and Non-Aboriginal Emergency Department Presentations Involving Suicide-Related Thoughts and Behaviors: Characteristics and Discharge Arrangements

  Leckning, B., Borschmann, R., Guthridge, S., Bradley, P., Silburn, S. & Robinson, G., 28 Apr 2020, In : Crisis.

  Research output: Contribution to journal › Article

  • Thinking
  • Suicide
  • Hospital Emergency Service
  • Northern Territory
  • Family Conflict

• Aboriginal and Torres Strait Islander absolute cardiovascular risk assessment and management: systematic review of evidence to inform national guidelines

  Paige, E., O'Donoghue Jenkins, L., Agostino, J., Pennings, S., Wade, V., Lovett, R., Daluwatta, A., McLoughlin, K. & Banks, E., 30 Jun 2020, In : Public health research & practice. 30, 2, p. 1-4 4 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Risk Management
  • Risk Assessment
  • Systematic Reviews
  • Guidelines
  1 Downloads (Pure)

• A checklist of attributes for effective monitoring of threatened species and threatened ecosystems

  Lindenmayer, D., Woinarski, J., Legge, S., Southwell, D., Lavery, T., Robinson, N., Scheele, B. & Wintle, B., 15 May 2020, In : Journal of Environmental Management. 262, p. 1-8 8 p., 110312.

  Research output: Contribution to journal › Article

  • Ecosystems
  • attribute
  • ecosystem
  • Monitoring
  • monitoring

• Achieving security scalability and flexibility using Fog-Based Context-Aware Access Control

  Kayes, A. S. M., Rahayu, W., Watters, P., Alazab, M., Dillon, T. & Chang, E., Jun 2020, In : Future Generation Computer Systems. 107, p. 307-323 17 p.

  Research output: Contribution to journal › Article

  • Fog
  • Access control
  • Scalability
  • Fog computing
  • Internet of things

• Acinetobacter baumannii detected on modified charcoal–cefoperazone–deoxycholate agar in a waste stabilization pond

  Sheludchenko, M., Padovan, A., Katouli, M. & Stratton, H., Mar 2020, In : Canadian Journal of Microbiology. 66, 3, p. 206-213 8 p.

  Research output: Contribution to journal › Article

  • Ponds
  • Campylobacter
  • Acinetobacter baumannii
  • Agar
  • Waste Water

• A community-based co-designed genetic health service model for Aboriginal Australians

  Elsum, I., Massey, L., McEwan, C., LaGrappe, D., Kowal, E., Savarirayan, R., Baynam, G., Jenkins, M., Garvey, G. & Kelaher, M., Oct 2020, In : PLoS One. 15, 10 October, p. 1-19 19 p., e0239765.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Genetic Services
  • health services
  • Health Services
  • Health
  • Northern Territory

• A Comparative Analysis of Teaching and Evaluation Methods in Nurse Practitioner Education Programs in Australia, Canada, Finland, Norway, the Netherlands and USA

  Jeffery, N., Donald, F., Martin-Misener, R., Bryant-Lukosius, D., Johansen, E. A., Egilsdottir, H., Honig, J., Strand, H., Jokiniemi, K., Carter, N., Roodbol, P. & Rietkoetter, S., 12 Jun 2020, In : International Journal of Nursing Education Scholarship. 17, 1

  Research output: Contribution to journal › Article

  • Nurse Practitioners
  • Finland
  • Norway
  • method of teaching
  • Netherlands

• A comparative study of survival, recruitment and population growth in two translocated populations of the threatened greater bilby (Macrotis lagotis)

  Berris, K. K., Cooper, S. J. B., Breed, W. G., Berris, J. R. & Carthew, S. M., Jul 2020, In : Wildlife Research. 47, 5, p. 415-425 11 p.

  Research output: Contribution to journal › Article

  • Macrotis lagotis
  • population growth
  • comparative study
  • species recruitment
  • cats

• Acoustic investigation of the primary production of an Australian temperate macroalgal (Ecklonia radiata) system

  Randall, J., Johnson, C. R., Ross, J. & Hermand, J. P., Mar 2020, In : Journal of Experimental Marine Biology and Ecology. 524, p. 1-11 11 p., 151309.

  Research output: Contribution to journal › Article

  • Ecklonia radiata
  • primary productivity
  • acoustics
  • primary production
  • seaweed

• Actions towards best practice: to support our knowledge our way

  Ford, L., Woodward, E., Hill, R., Tengö, M. & Harkness, P. L., 2020, Our knowledge, our way in caring for country: Indigenous-led approaches to strengthening and sharing our knowledge for land and sea management. Best Practice Guidelines from Australian experiences. Woodward, E., Hill, R., Harkness, P. & Archer, R. (eds.). CSIRO, p. 105-117 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

  • Practice Guidelines
  2 Downloads (Pure)

• A customised approach to determining the geomorphic effectiveness of small flood events in a regulated river

  Rose, T., Erskine, W. & Miners, B., May 2020, In : River Research and Applications. 36, 4, p. 580-594 15 p.

  Research output: Contribution to journal › Article

  • Rivers
  • river
  • Dams
  • Energy Metabolism
  • dam

• Acute lower respiratory infections in Indigenous infants in Australia's Northern Territory across three eras of pneumococcal conjugate vaccine use (2006–15): a population-based cohort study

  Binks, M. J., Beissbarth, J., Oguoma, V. M., Pizzutto, S. J., Leach, A. J., Smith-Vaughan, H. C., McHugh, L., Andrews, R. M., Webby, R., Morris, P. S. & Chang, A. B., Jun 2020, In : The Lancet Child and Adolescent Health. 4, 6, p. 425-434 10 p.

  Research output: Contribution to journal › Article

  • Northern Territory
  • Pneumococcal Vaccines
  • Conjugate Vaccines
  • Respiratory Tract Infections
  • Cohort Studies

• Acute myocardial infarction incidence and survival in Aboriginal and non-Aboriginal populations: An observational study in the Northern Territory of Australia, 1992-2014

  Coffey, C., Zhao, Y., Condon, J. R., Li, S. & Guthridge, S., 8 Oct 2020, In : BMJ Open. 10, 10, 9 p., e036979.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Northern Territory
  • Observational Studies
  • Myocardial Infarction
  • Survival
  • Incidence

• Acyl Radicals from α-Keto Acids Using a Carbonyl Photocatalyst: Photoredox-Catalyzed Synthesis of Ketones

  Zhu, D. L., Wu, Q., Young, D. J., Wang, H., Ren, Z. G. & Li, H. X., 4 Sep 2020, In : Organic Letters. 22, 17, p. 6832-6837 6 p.

  Research output: Contribution to journal › Article

  • 2,2'-Dipyridyl
  • Alkenes
  • Photocatalysts
  • Keto Acids
  • ketones

• Adaptation and evaluation of a nutrition and physical activity program for early childhood education settings in Aboriginal and Torres Strait Islander communities in remote Far North Queensland

  Murtha, K., Thompson, K., Cleland, P. & Gallegos, D., 23 Apr 2020, In : Health Promotion Journal of Australia.

  Research output: Contribution to journal › Article

  • Queensland
  • Problem-Based Learning
  • Exercise
  • Education
  • Sleep

• Adapting a virtual advisor’s verbal conversation based on predicted user preferences: A study of neutral, empathic and tailored dialogue

  Ranjbartabar, H., Richards, D., Bilgin, A. A., Kutay, C. & Mascarenhas, S., Sep 2020, In : Multimodal Technologies and Interaction. 4, 3, p. 1-24 24 p., 55.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Machine Learning
  • Psychological Adaptation
  • Drive
  • Individuality
  • Personality
  1 Downloads (Pure)

• Adapting reintroduction tactics in successive trials increases the likelihood of establishment for an endangered carnivore in a fenced sanctuary

  Wilson, B. A., Evans, M. J., Evans, M. J., Batson, W. G., Banks, S. C., Gordon, I. J., Gordon, I. J., Gordon, I. J., Gordon, I. J., Fletcher, D. B., Wimpenny, C., Newport, J., Belton, E., Rypalski, A., Portas, T. & Manning, A. D., Jun 2020, In : PLoS One. 15, 6, p. 1-17 17 p., e0234455.

  Research output: Contribution to journal › Article

  Open Access

  File

  • adaptive management
  • carnivores
  • monitoring
  • learning
  • Monitoring
  55 Downloads (Pure)

• Adapting wellbeing research tools for Aboriginal and Torres Strait Islander people with chronic kidney disease

  Nagel, T., Sweet, M., Dingwall, K., Puszka, S., Hughes, J., Kavanagh, D., Cass, A., Howard, K. & Majoni, S. W., 15 Apr 2020, In : BMC Nephrology. 21, p. 1-8 8 p., 130.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Chronic Renal Insufficiency
  • Outcome Assessment (Health Care)
  • Consensus
  • Clinical Trials
  • Patient Health Questionnaire
  2 Downloads (Pure)

• Adaptive prescribed burning in Australia for the early 21st Century-context, status, challenges

  Russell-Smith, J., Mccaw, L. & Leavesley, A., 21 Apr 2020, In : International Journal of Wildland Fire. 29, 5, p. 305-313 9 p.

  Research output: Contribution to journal › Review article

  Open Access

  File

  • prescribed burning
  • twenty first century
  • adaptive management
  • wildfire
  • wildfires
  8 Downloads (Pure)

• A decade of nitrogen inputs to a tropical macrotidal estuary of Northern Australia, Darwin Harbour

  Fortune, J., Butler, E. C. V. & Gibb, K., Apr 2020, In : Regional Studies in Marine Science. 36, p. 1-13 13 p., 101275.

  Research output: Contribution to journal › Article

  • harbors (waterways)
  • estuaries
  • harbor
  • estuary
  • urbanization

• A decade of progress in deep brain stimulation of the subcallosal cingulate for the treatment of depression

  Khairuddin, S., Ngo, F. Y., Lim, W. L., Aquili, L., Khan, N. A., Fung, M-L., Chan, Y-S., Temel, Y. & Lim, L. W., 12 Oct 2020, In : Journal of Clinical Medicine. 9, 10, p. 1-49 49 p., 3260.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Deep Brain Stimulation
  • Depression
  • Prefrontal Cortex
  • Clinical Studies
  • Treatment-Resistant Depressive Disorder

• A decade on: Follow-up findings of indigenous children with bronchiectasis

  McCallum, G., Singleton, R. J., Redding, G., Grimwood, K., Byrnes, C. A., Valery, P. C., Mobberley, C., Oguoma, V., Eg, K. P., Morris, P. & Chang, A., Apr 2020, In : Pediatric Pulmonology. 55, 4, p. 975-985 11 p.

  Research output: Contribution to journal › Article

  • Bronchiectasis
  • Spirometry
  • Vital Capacity
  • Respiratory Tract Infections
  • Lung Diseases

• Advances in stable and flexible perovskite solar cells

  Wali, Q., Iftikhar, F. J., Elumalai, N. K., Iqbal, Y., Yousaf, S., Iqbal, S. & Jose, R., May 2020, In : Current Applied Physics. 20, 5, p. 720-737 18 p.

  Research output: Contribution to journal › Article

  • Perovskite solar cells
  • Tin oxides
  • indium tin oxide
  • Indium
  • perovskites

• Advancing Culture’s Role in Sustainable Development: Social Change through Cultural Policy

  Rayman-Bacchus, L. & Radavoi, C., 28 Jul 2020, In : The International Journal of Cultural Policy. 26, 5, p. 649-667 29 p.

  Research output: Contribution to journal › Article

  • cultural policy
  • sustainable development
  • social change
  • re-education
  • governance

• Adverse events following HPV vaccination: 11 years of surveillance in Australia

  Phillips, A., Hickie, M., Totterdell, J., Brotherton, J., Dey, A., Hill, R., Snelling, T. & Macartney, K., 27 Aug 2020, In : Vaccine. 38, 38, p. 6038-6046 9 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • syncope
  • Syncope
  • Anniversaries and Special Events
  • vaccination
  • Vaccination

• A Fast CP-ABE System for Cyber-Physical Security and Privacy in Mobile Healthcare Network

  Wang, S., Wang, H., Li, J., Wang, H., Chaudhry, J., Alazab, M. & Song, H., Aug 2020, In : IEEE Transactions on Industry Applications. 56, 4, p. 4467-4477 11 p., 8972564.

  Research output: Contribution to journal › Article

  • mHealth
  • Cryptography
  • Cyber Physical System
  • Data privacy
  • Internet of things

• After the bushfires, we helped choose the animals and plants in most need. Here’s how we did it

  Woinarski, J., Nimmo, D. G., Gallagher, R. & Legge, S., 21 May 2020, The Conversation.

  Research output: Contribution to specialist publication › Article

  Open Access

  • animals

• After the Megafires: What Next for Australian Wildlife?

  Wintle, B. A., Legge, S. & Woinarski, J. C. Z., Sep 2020, In : Trends in Ecology and Evolution. 35, 9, p. 753-757 5 p.

  Research output: Contribution to journal › Short survey

  • habitat destruction
  • threatened species
  • wildlife
  • extinction
  • bushfire

• Ageing of the Aboriginal and Torres Strait Islander population: numerical, structural, timing and spatial aspects

  Temple, J. B., Wilson, T., Taylor, A., Kelaher, M. & Eades, S., Aug 2020, In : Australian and New Zealand Journal of Public Health. 44, 4, p. 271-278 8 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Growth
  • Population
  • Population Forecast
  • New South Wales
  • Health Services
  2 Downloads (Pure)

• Aggressive encounters lead to negative affective state in fish

  Rogers, L., Sales, E., Shamsi, S., Kopf, R. K. & Freire, R., Apr 2020, In : PLoS One. 15, 4, p. 1-12 12 p., e0231330.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Fish
  • Fishes
  • fish
  • Maccullochella peelii peelii
  • Gadiformes

• A graph-theoretic approach for the detection of phishing webpages

  Tan, C. L., Chiew, K. L., Yong, K. S. C., Sze, S. N., Abdullah, J. & Sebastian, Y., Aug 2020, In : Computers and Security. 95, p. 1-14 14 p., 101793.

  Research output: Contribution to journal › Article

  • graph theory
  • Classifiers
  • Graph theory
  • abstraction
  • manipulation

• Agricultural intensification is causing rapid habitat change in the Tonle Sap Floodplain, Cambodia

  Mahood, S. P., Poole, C. M., Watson, J. E. M., MacKenzie, R. A., Sharma, S. & Garnett, S. T., Oct 2020, In : Wetlands Ecology and Management. 28, p. 713-726 14 p.

  Research output: Contribution to journal › Article

  • agricultural intensification
  • Cambodia
  • floodplains
  • sap
  • floodplain

• A Heterometallic Three-Dimensional Metal-Organic Framework Bearing an Unprecedented One-Dimensional Branched-Chain Secondary Building Unit

  Chen, J., Chao, M. Y., Liu, Y., Xu, B. W., Zhang, W. H. & Young, D. J., 7 May 2020, In : Molecules (Basel, Switzerland). 25, 9, p. 1-13 13 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Metal-Organic Frameworks
  • butyl phosphorotrithioate
  • N,N-diethylformamide
  • Ions
  • metal ions
  6 Downloads (Pure)

• A High-Quality Reference Genome Assembly of the Saltwater Crocodile, Crocodylus porosus, Reveals Patterns of Selection in Crocodylidae

  Ghosh, A., Johnson, M. G., Osmanski, A. B., Louha, S., Bayona-Vásquez, N. J., Glenn, T. C., Gongora, J., Green, R. E., Isberg, S., Stevens, R. D. & Ray, D. A., Jan 2020, In : Genome Biology and Evolution. 12, 1, p. 3635-3646 12 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Crocodylidae
  • Crocodylus porosus
  • Alligators and Crocodiles
  • crocodile
  • genome assembly
  9 Downloads (Pure)

• A large-scale automated radio telemetry network for monitoring movements of terrestrial wildlife in Australia

  Griffin, A. S., Brown, C., Woodworth, B. K., Ballard, G. A., Blanch, S., Campbell, H. A., Crewe, T. L., Hansbro, P. M., Herbert, C. A., Hosking, T., Hoye, B. J., Law, B., Leigh, K., Machovsky-Capuska, G. E., Rasmussen, T., McDonald, P. G., Roderick, M., Slade, C., Mackenzie, S. A. & Taylor, P. D., 2020, In : Australian Zoologist. 40, 3, p. 379-391 13 p.

  Research output: Contribution to journal › Article

  • radio telemetry
  • wildlife
  • monitoring
  • cooperatives
  • animals

• Alcohol supply as a favour for a friend: Scenarios of alcohol supply to younger friends and siblings

  Lam, T., Ogeil, R. P., Fischer, J., Midford, R., Lubman, D. I., Gilmore, W., Chikritzhs, T. N., Liang, W., Lenton, S. R., Aiken, A. & Allsop, S., Jan 2020, In : Health Promotion Journal of Australia. 31, 1, p. 112-120 9 p.

  Research output: Contribution to journal › Article

  • Siblings
  • Alcohols
  • Social Networking
  • Formal Social Control
  • Alcohol Drinking

• A life-stage approach for understanding population retention in sparsely populated areas

  Dyrting, S., Taylor, A. & Shalley, F., 24 Oct 2020, In : Journal of Rural Studies. 13 p.

  Research output: Contribution to journal › Article

  File

  • population growth
  • Territories
  • resident
  • migration motivation
  • driver
  5 Downloads (Pure)

• A lightweight IoT-based security framework for inventory automation using wireless sensor network

  Batra, I., Verma, S., Kavita & Alazab, M., 10 Mar 2020, In : International Journal of Communication Systems. 33, 4, e4228.

  Research output: Contribution to journal › Article

  • Internet of things
  • Wireless sensor networks
  • Automation
  • Information management
  • Authentication

• A Lightweight Signcryption Method for Perception Layer in Internet-of-Things

  Kumar, A., Saha, R., Alazab, M. & Kumar, G., Dec 2020, In : Journal of Information Security and Applications. 55, p. 1-12 12 p., 102662.

  Research output: Contribution to journal › Article

  • Internet of things
  • Authentication
  • Energy utilization
  • Hash functions
  • Cryptography

• All-cause mortality following low-dose aspirin treatment for patients with high cardiovascular risk in remote Australian Aboriginal communities: An observational study

  Zhao, Y., Jeyaraman, K., Burgess, P., Connors, C., Guthridge, S., Maple-Brown, L. & Falhammar, H., 2 Jan 2020, In : BMJ Open. 10, 1, p. 1-9 9 p., e030034.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Aspirin
  • Observational Studies
  • Mortality
  • Therapeutics
  • Hemorrhage

• Ambulance Wish: An opportunity for public health palliative care partnerships with paramedics and other community members

  Mills, J., 2 Jan 2020, In : Progress in Palliative Care. 28, 1, p. 17-18 2 p.

  Research output: Contribution to journal › Comment/debate

  • Allied Health Personnel
  • Ambulances
  • Palliative Care
  • Terminal Care
  • Public Health

• Amino group decorated coordination polymers for enhanced detection of folic acid

  Jing, Y. F., Young, D. J., Huang, Q., Mi, Y., Zhang, S. C. & Hu, F. L., 5 Sep 2020, In : Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy. 238, p. 1-7 7 p., 118443.

  Research output: Contribution to journal › Article

  • folic acid
  • coordination polymers
  • Folic Acid
  • Acids
  • Polymers

• A Mobile App to Rapidly Appraise the In-Store Food Environment: Reliability, Utility, and Construct Validity Study

  McMahon, E. J., Jaenke, R. & Brimblecombe, J., 22 Jul 2020, In : JMIR mHealth and uHealth. 8, 7, p. 1-12 12 p., e16971.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Mobile Applications
  • Reproducibility of Results
  • Food
  • Nutritionists
  • Health
  4 Downloads (Pure)

• A model of population dynamics with complex household structure and mobility: Implications for transmission and control of communicable diseases

  Chisholm, R. H., Crammond, B., Wu, Y., Bowen, A. C., Campbell, P. T., Tong, S. Y. C., McVernon, J. & Geard, N., 3 Nov 2020, In : PEERJ. 8, p. 1-17 17 p., e10203.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Population dynamics
  • Communicable Disease Control
  • Infectious Disease Transmission
  • Population Dynamics
  • infectious diseases

• A molecular dynamics and docking study to screen anti-cancer compounds targeting mutated p53

  Shah, H. D., Saranath, D. & Murthy, V., 28 Oct 2020, In : Journal of Biomolecular Structure and Dynamics. p. 1-10 10 p.

  Research output: Contribution to journal › Article

  • Molecular Dynamics Simulation
  • p53 Genes
  • Pharmaceutical Preparations
  • 2-hydroxymethyl-2-methoxymethylazabicyclo(2.2.2)octan-3-one
  • Neoplasms

• A Multidirectional LSTM Model for Predicting the Stability of a Smart Grid

  Alazab, M., Khan, S., Krishnan, S. S. R., Pham, Q. V., Reddy, M. P. K. & Gadekallu, T. R., 28 Apr 2020, In : IEEE Access. 8, p. 85454-85463 10 p., 9079864.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Long short-term memory
  • Cyber Physical System
  • Information technology
  • Machine learning
  • Smart city
  24 Downloads (Pure)

• An Alternative Approach to Simulate the Power Conversion Efficiency of Bulk Heterojunction Organic Solar Cells

  Sreedhar Ram, K., Ompong, D., Mehdizadeh Rad, H., Setsoafia, D. D. Y. & Singh, J., 20 Oct 2020, In : Physica Status Solidi (A) Applications and Materials Science. p. 1-11 11 p.

  Research output: Contribution to journal › Article

  • Organic solar cells
  • Heterojunctions
  • Conversion efficiency
  • heterojunctions
  • solar cells