Equity and spatial reasoning in students’ mathematics development. The project aims to understand the influence of Spatial-Reasoning on school mathematics. Spatial-Reasoning skills are a significant predictor of achievement in mathematics, and will become increasingly necessary in digital and dynamic environments. Opportunities for disadvantaged students to develop such reasoning skills are limited; they are typically not taught in schools. The project investigates the role and nature of Spatial ....Equity and spatial reasoning in students’ mathematics development. The project aims to understand the influence of Spatial-Reasoning on school mathematics. Spatial-Reasoning skills are a significant predictor of achievement in mathematics, and will become increasingly necessary in digital and dynamic environments. Opportunities for disadvantaged students to develop such reasoning skills are limited; they are typically not taught in schools. The project investigates the role and nature of Spatial-Reasoning in students’ mathematics development; and substantiates the long-term effect of a spatial learning programme on educationally disadvantaged students’ mathematics performance and reasoning. This project is expected to improve disadvantaged students’ spatial reasoning and mathematics skills and their life opportunities.Read moreRead less
International collaboration in teaching and learning of Einsteinian physics. Following a previous project that showed that it is possible and beneficial to teach the modern Einsteinian paradigm of space, time, matter, light and gravity to students as young as 8 years old, this project aims to test and evaluate a seamless progression of learning modern physics through primary and secondary school. It will sequence, integrate and test research-informed teaching and learning materials, and assessme ....International collaboration in teaching and learning of Einsteinian physics. Following a previous project that showed that it is possible and beneficial to teach the modern Einsteinian paradigm of space, time, matter, light and gravity to students as young as 8 years old, this project aims to test and evaluate a seamless progression of learning modern physics through primary and secondary school. It will sequence, integrate and test research-informed teaching and learning materials, and assessment instruments developed through a 7-nation collaboration. Research across 24 schools will be reviewed by a panel drawn from professional organisations and curriculum authorities, and learning resources will be widely disseminated, with view to worldwide introduction of Einsteinian science at school.Read moreRead less
Observe, Reflect, Improve: a tool to enrich Children’s Learning (ORICL). This project aims to address long-standing concerns about the quality of education and care for children during their critical first two years. It will introduce a promising, future-focused digital tool, co-designed with practitioners and providers of early childhood services, to support infant-toddler educators’ planning and practice. Building on ground-breaking pilot work, we will undertake a national implementation and e ....Observe, Reflect, Improve: a tool to enrich Children’s Learning (ORICL). This project aims to address long-standing concerns about the quality of education and care for children during their critical first two years. It will introduce a promising, future-focused digital tool, co-designed with practitioners and providers of early childhood services, to support infant-toddler educators’ planning and practice. Building on ground-breaking pilot work, we will undertake a national implementation and evaluation of the Observe, Reflect and Improve Children’s Learning (ORICL) tool. Expected outcomes include: enhanced pedagogical practices; enriched learning experiences for children birth-two; effective communication with families; and improved resourcing for providers of early childhood education and care services. Read moreRead less
Spatial intervention: An enduring model to build mathematics achievement. Strong evidence links spatial skills with mathematics achievement but the reasons remain theoretical. The aim of this project is to empirically establish the mechanisms connecting spatial reasoning with mathematics performance, including longitudinal interventions to provide evidence for long-term impact. The project is significant given the heightened concern surrounding Australian students’ performance on national and in ....Spatial intervention: An enduring model to build mathematics achievement. Strong evidence links spatial skills with mathematics achievement but the reasons remain theoretical. The aim of this project is to empirically establish the mechanisms connecting spatial reasoning with mathematics performance, including longitudinal interventions to provide evidence for long-term impact. The project is significant given the heightened concern surrounding Australian students’ performance on national and international assessments. Expected outcomes are a detailed understanding of the ways enhanced spatial skills improve mathematics performance, and empirically tested intervention programs. Anticipated benefits include improved accessibility of mathematics education and sustained mathematics performance for all students.Read moreRead less
Building on rural knowledges to unlock the potential of rural students. This project aims to advance understanding of the distinctive knowledges that rural students bring to school and develop teaching practices that build on these rural knowledges to unlock the potential of this significant student population. The project involves collaborating with rural primary schools, teachers, students and communities to identify rural knowledges, study classroom practices in detail, and develop sustainabl ....Building on rural knowledges to unlock the potential of rural students. This project aims to advance understanding of the distinctive knowledges that rural students bring to school and develop teaching practices that build on these rural knowledges to unlock the potential of this significant student population. The project involves collaborating with rural primary schools, teachers, students and communities to identify rural knowledges, study classroom practices in detail, and develop sustainable teaching practices that help students connect rural knowledges and school knowledge. Expected outcomes include a framework of place-based teaching practices and resources that will benefit rural schooling, teacher education, and the education of communities crucial to the nation’s future wealth and welfare.Read moreRead less
Generative Visual Pre-training on Unlabelled Big Data. This project aims to develop a generative visual pre-training of large-scale deep neural networks on unlabelled big data. Developing pre-trained visual models that are accurate, robust, and efficient for downstream tasks is a keystone of modern computer vision, but it poses challenges and knowledge gaps to existing unsupervised representation learning. Expected outcomes include new theories and algorithms for unsupervised visual pre-training ....Generative Visual Pre-training on Unlabelled Big Data. This project aims to develop a generative visual pre-training of large-scale deep neural networks on unlabelled big data. Developing pre-trained visual models that are accurate, robust, and efficient for downstream tasks is a keystone of modern computer vision, but it poses challenges and knowledge gaps to existing unsupervised representation learning. Expected outcomes include new theories and algorithms for unsupervised visual pre-training, which are anticipated to deepen our understanding of visual representation and make it easier to build and deploy computer vision applications and services. Examples of benefits include modernising machines in manufacturing and farming with visual intelligence. Read moreRead less
Exploiting Geometries of Learning for Fast, Adaptive and Robust AI. This project aims to uniquely exploit geometric manifolds in deep learning to advance the frontier of Artificial Intelligence (AI) research and applications in cybersecurity and general cognitive tasks. It expects to develop new theories, algorithms, tools, and technologies for machine learning systems that are fast, adaptive, lifelong and robust, even with limited supervision. Expected outcomes will enhance Australia's capabili ....Exploiting Geometries of Learning for Fast, Adaptive and Robust AI. This project aims to uniquely exploit geometric manifolds in deep learning to advance the frontier of Artificial Intelligence (AI) research and applications in cybersecurity and general cognitive tasks. It expects to develop new theories, algorithms, tools, and technologies for machine learning systems that are fast, adaptive, lifelong and robust, even with limited supervision. Expected outcomes will enhance Australia's capability and competitiveness in AI, and deliver robust and trustworthy learning technology. The project should provide significant benefits not only in advancing scientific and translational knowledge but also in accelerating AI innovations, safeguarding cyberspace, and reducing the burden on defence expenses in Australia.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101881
Funder
Australian Research Council
Funding Amount
$407,390.00
Summary
Building STEM capacity through literacy engagement in spatial reasoning. This project aims to improve boys and girls' spatial reasoning in preschool (when gender differences emerge) by utilizing an activity that both genders equally access: book reading. Spatial reasoning is critical to achievement in science, technology, engineering and mathematics (STEM). This project will address disproportionate outcomes in spatial reasoning and STEM achievement, particularly among females, by identifying ef ....Building STEM capacity through literacy engagement in spatial reasoning. This project aims to improve boys and girls' spatial reasoning in preschool (when gender differences emerge) by utilizing an activity that both genders equally access: book reading. Spatial reasoning is critical to achievement in science, technology, engineering and mathematics (STEM). This project will address disproportionate outcomes in spatial reasoning and STEM achievement, particularly among females, by identifying effective kinds of spatial learning opportunities for the preschool context. Expected outcomes include an innovative approach to improving spatial reasoning through literacy engagement. This provides significant benefits by creating pathways into STEM and informing targeted interventions.Read moreRead less
Structural safety guidelines for accidental hydrogen explosion hazards . This project aims to develop structural safety guidelines to mitigate hydrogen explosion hazards which can be identified as a major safety concern due to the higher demand worldwide for sustainable energy sources with no carbon emission. The world’s growing demand for hydrogen and Australia’s National Hydrogen Strategy to develop the industry will make Australia a core player in hydrogen production creating a massive econom ....Structural safety guidelines for accidental hydrogen explosion hazards . This project aims to develop structural safety guidelines to mitigate hydrogen explosion hazards which can be identified as a major safety concern due to the higher demand worldwide for sustainable energy sources with no carbon emission. The world’s growing demand for hydrogen and Australia’s National Hydrogen Strategy to develop the industry will make Australia a core player in hydrogen production creating a massive economic opportunity. However, the high flammability and low ignition energy of hydrogen makes it vulnerable to accidental explosions. Hence, this project will address the lack of safety protocols in Australian Standards related to the handling of hydrogen by producing essential design recommendations.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200100953
Funder
Australian Research Council
Funding Amount
$413,013.00
Summary
Engaging Rural Knowledges in Education for Sustainable Community Futures. This project aims to enhance understanding of the existing and unique knowledges in rural, regional and remote communities and how these can be used to enhance achievement in contemporary, metropolitan-focused, education. The project will generate new understandings about rural knowledge, related influences upon student curriculum access and achievement, and how rural, regional and remote communities understand educational ....Engaging Rural Knowledges in Education for Sustainable Community Futures. This project aims to enhance understanding of the existing and unique knowledges in rural, regional and remote communities and how these can be used to enhance achievement in contemporary, metropolitan-focused, education. The project will generate new understandings about rural knowledge, related influences upon student curriculum access and achievement, and how rural, regional and remote communities understand educational success. Through detailed analysis of data from systems, community focus groups, and school case-studies in six rural, regional and remote communities this project expects to advance knowledge to help make education better meet the needs of rural, regional and remote communities. Read moreRead less