Promotion in Ingenieurswissenschaften, Informationstechnologie und Computer Sciences

Are you an engineer, software developer, or perhaps the AI wizard looking to make a big impact in environmental sciences and drug discovery? We have an exciting PhD project that is perfect for you!

We are seeking talented and innovative PhD candidates to develop algorithms that enable video-based real-time tracking of aquatic model organisms in complex environments on a large scale. This interdisciplinary project will pioneer new algorithms and innovative methods to provide the world's first inherently scalable behavioral bioanalysis, unlocking cognitive research in aquatic eco-neurotoxicology and neuroactive drug discovery. Additionally, the outcomes of the project will enable novel scientific discoveries in neurobiology research on aquatic animals.

The lack of automated and high-throughput cognitive tests in aquatic model organisms is a major deficiency, but with your help, we can change that. This project will provide the first-ever unbiased and automated analytical systems for cognitive eco- & neurotoxicology, allowing us to assess how diverse neuroactive pollutants and/or drugs affect higher neurological functions of aquatic animals.

Don't miss this opportunity to be at the forefront of ground-breaking research at the Neurotox Lab at RMIT University. As one of Australia's leading experts in eco-neurotoxicology, we are exploring how pollutants impact animal behavior and neurodevelopment, as well as elucidating the neurobiological foundations underlying changes in animal behavior.

By joining this PhD project, you will have the opportunity to work in an exciting and rapidly growing interdisciplinary field. Apply now and join us in making a difference in the world.

The applicants can apply for RMIT Higher Degree by Research International Scholarship upon being granted an offer of admission to an RMIT research training program. The deadline for the next International Scholarship round will be 15th September 2023.

The School of Information and Communication Technology (ICT) at Griffith University is a leading institution dedicated to advancing knowledge and innovation in the fields of computer science, information technology, and digital systems.

We are currently looking for a PhD candidate to a project focused on developing advanced methods for greenhouse gas (GHG) monitoring using hyperspectral satellite imagery and deep learning.

The primary focus of this role is to develop and refine techniques for analysing GHG concentrations. This project includes data collection activities aiming to provide actionable insights for climate change mitigation strategies. Success in this role requires collaboration with industry partners, reporting weekly throughout the project’s duration.

The Griffith Industry PhD Scholarship Scheme has an annual stipend of $50,000 for a period of up to 3.5 years of full-time study. Please see the Industry PhD Scholarship for more information.

A successful International applicant will also be awarded a Griffith University International Postgraduate Research Scholarship to cover tuition fees for up to three years. Please see the GUIPRS Conditions of Award for more information.

The selection of applicants for the award of higher degree research scholarships at Griffith University involves consideration of your academic merit and research background. To be successful within this role, you will be able to demonstrate strong analytical skills, the ability to work independently and collaboratively, and a commitment to meeting research deadlines. You will have evidence of a passion for environmental sustainability and advanced data analytics, with a strong desire to undertake research in greenhouse gas monitoring using hyperspectral imagery and deep learning techniques.

Expressions of interest are welcome from domestic and international applicants. If you are an international applicant who is currently offshore please consider the viability of travelling costs before submitting an expression of interest. Please see the FAQs web page for requirements for offshore international applicants.
Applicants must have completed, or expect to complete, a bachelors degree with honours equivalent to second class honours or a Masters degree (AQF Level 9) incorporating a significant research component of a standard comparable to a bachelor honours degree or be regarded by Griffith University as having an equivalent level of attainment in accordance with Schedule One of the HDR Scholarship Procedure. For further information on the eligibility requirements for the program refer here.
International applicants should ensure that English Language Proficiency requirements for the program are met before formally applying. Applicants to research programs will need to show they meet:

A minimum overall band score of 6.5 on the IELTS (Academic) with no band score less than 6.0 OR
A minimum score of 575 on the paper-based TOEFL including a score of no less than 5.0 on the TWE OR
A score of 79 on the internet-based (iBT) TOEFL with no sub-score less than 19

All expressions of interest must be submitted to [email protected] containing:

• Statement addressing your suitability for the project/scholarship
• Evidence that you have completed a program with the required grades as detailed in the about you section, including a copy of your academic transcript
• A curriculum vitae (CV) using the Griffith CV template
• Names of two referees

The closing date for expressions of interest is: 5pm Friday 29 November 2024

We are currently looking for a PhD candidate to join an Australian Research Council-funded team, developing new technologies to detect anomalous patterns from dynamic networked data.

The primary focus of this role is to design novel temporal graph mining techniques to compress large-scale networks, unify heterogeneous information, and enable label-efficient anomaly detection. This project includes exploring anomalies in complex interconnections of large-scale, heterogeneous, and dynamic data and serving governments and businesses in many critical applications, including cyberbullying detection, malicious account detection, and cyber-attack detection.

Success in this role requires collaboration with senior multi-university teams and other doctoral students.

The research would be led by Professor Shirui Pan from Griffith University, involving multiple researchers, spanning studies on “Graph & Network Analytics, Time Series/Streaming Data Analytics, Trustworthy AI, and Large Language Models”, and various AI application scenarios.

The 2024 Griffith University Postgraduate Research Scholarship has an annual stipend of $33,480 (indexed) for a period of up to three years of full-time study. Please see the GUPRS Conditions of Award for more information.

A successful International applicant will also be awarded a Griffith University International Postgraduate Research Scholarship to cover tuition fees for up to three years. Please see the GUIPRS Conditions of Award for more information.

The selection of applicants for the award of higher degree research scholarships at Griffith University involves consideration of your academic merit and research background. To be successful within this role, you will be able to have strong empirical skills and interests in dynamic graph data analytics and graph learning model design. You will have evidence of a passion for understanding and detecting complex anomalies for AI system development, with a strong desire to undertake research in large-scale, heterogeneous, and temporal graph data learning.¬

Expressions of interest are welcome from domestic and international applicants.
Applicants must have completed, or expect to complete, a bachelors degree with honours equivalent to first class honours or a Masters degree (AQF Level 9) incorporating a significant research component of a standard comparable to a bachelor honours degree or be regarded by Griffith University as having an equivalent level of attainment in accordance with Schedule One of the HDR Scholarship Procedure. For further information on the eligibility requirements for the program refer here.

Please note:

Applicants are welcome from any relevant data science discipline, provided they have existing research training or experience in the analysis of graph data, deep learning, model development, and adaption, and a desire to undertake a Ph.D. that comprehensively understands the large-scale, heterogeneous, and dynamic graph data for effective anomaly detection model design.

International applicants should ensure that English Language Proficiency requirements for the program are met before formally applying. Applicants to research programs will need to show they meet:

• A minimum overall band score of 6.5 on the IELTS (Academic) with no band score less than 6.0 OR
• A minimum score of 575 on the paper-based TOEFL including a score of no less than 5.0 on the TWE OR
• A score of 79 on the internet-based (iBT) TOEFL with no sub-score less than 19

Interested applicants should first contact [email protected].

Applicants who meet eligibility criteria will be required to undertake a selection interview before being considered for the scholarship.

Griffith University’s Centre for Quantum Dynamics (CQD) undertakes world-leading research in quantum science and technology.

The Centre comprises more than 40 researchers—including theorists and experimentalists—with strong collaborations. Our cutting-edge research encompasses many areas, including quantum information processing, quantum foundations, ultrafast quantum processes, and quantum biophysics. The Centre hosts a node of the Australian Research Council’s Centre for Quantum Computation and Communication Technology and is also home to the Australian Attosecond Science Facility, the only laboratory in Australia where atoms, molecules and materials can be probed on sub-femtosecond timescales.

We are currently looking for a PhD candidate to work in quantum information theory. The primary focus of this role is to contribute to an externally funded project about photonic quantum state generation and quantum non-locality.

This project includes analytic theory, coding, and simulations in quantum optics and quantum information. Success in this role requires collaboration with an immediate team consisting of Dr Travis Baker, Dr Nora Tischler, and Prof Howard Wiseman; further collaborations are also likely with an extended network of physicists in Australia and across the world.

As part of this project, there will be opportunities to travel to conferences, and to undertake a research stay in the USA.

The 2024 Griffith University Postgraduate Research Scholarship has an annual stipend of $33,480 (indexed) for a period of up to three years of full-time study. Please see the GUPRS Conditions of Award for more information.

A successful International applicant will also be awarded a Griffith University International Postgraduate Research Scholarship to cover tuition fees for up to three years. Please see the GUIPRS Conditions of Award for more information.

The selection of applicants for the award of higher degree research scholarships at Griffith University involves consideration of your academic merit and research background. To be successful within this role, you will be able to understand and work through complex mathematical/physics problems, have familiarity or interest in numerical programming techniques (e.g. Matlab, Python, or similar), apply independent problem-solving, and communicate scientific results clearly. You will have evidence of a passion for quantum science, with a strong desire to undertake research in optical quantum information theory.

Expressions of interest are welcome from domestic and international applicants.
Applicants must have completed, or expect to complete, a bachelors degree with honours equivalent to first class honours or a Masters degree (AQF Level 9) incorporating a significant research component of a standard comparable to a bachelor honours degree or be regarded by Griffith University as having an equivalent level of attainment in accordance with Schedule One of the HDR Scholarship Procedure. For further information on the eligibility requirements for the program refer here.
Please note:

Prior experience in any of the following areas is desired, but not necessary: semi-definite programming, algebraic geometry, matrix-product states, linear optical circuits.
International applicants should ensure that English Language Proficiency requirements for the program are met before formally applying. Applicants to research programs will need to show they meet:

A minimum overall band score of 6.5 on the IELTS (Academic) with no band score less than 6.0 OR
A minimum score of 575 on the paper-based TOEFL including a score of no less than 5.0 on the TWE OR
A score of 79 on the internet-based (iBT) TOEFL with no sub-score less than 19

All expressions of interest must be submitted to [email protected] containing:

• Statement addressing your suitability for the project/scholarship
• Evidence that you have completed a program with the required grades as detailed in the about you section
• A curriculum vitae (CV) using the Griffith CV template
• Names of two referees

The closing date for expressions of interest is: 5pm Friday 31 May 2024

The preferred applicant will then be invited to apply for the program and scholarship on-line