The resulting automatic impact crater catalog will be used by the Bepi-Columbo mission to help target areas of interest.Interns with the offices of Rep. The goal of this Intern Project is to perform analysis on Mercury using the Messenger/MDIS-NAC (1.1m/px) by creating a training dataset using this set of imagery, to retrain the current model. The analysis of secondary craters smaller than 1 km in diameter has never been performed because they are too numerous to be counted by hand. Mercury exhibits the most unusual secondary crater population in the Solar System. The team is retraining the algorithm on the Moon, and will then turn its attention to Mercury. The team developed a Crater Detection Algorithm trained on Mars, detecting 94 million impact craters > 25m in diameter. Secondary craters result from the debris ejection from a primary impact and lead to the formation of long chains of smaller craters on the surrounding ground. Impact craters across the surface of planetary bodies are of great importance to understand the formation and the evolution of celestial bodies. This will build a sense of responsibility and trust for users and maximise resilience against phishing attacks. The goal is to design a collaborative way that human strengths and AI harness, extend, and complement each other. ![]() While phishing attackers are taking advantage of human trust, curiosity, and emotions such as fears and anxiety, human skills and factors can be a powerful component in cyber defence such as cognitive function and professional judgment. In addition, cyber criminals are exploiting human factors to take advantage of vulnerabilities, for example, during the COVID-19 pandemic phishing attempts would impersonate health organisations and include precautions of coronavirus to lure victims in clicking on links. Although recent advances in Artificial Intelligence boost the automatic detection of phishing attempts, it also provides hackers with opportunities to build increasingly sophisticated phishing tactics to bypass security filters. Phishers impersonate legitimate organisations or trusted senders by sending unsolicited emails to harvest victim credentials. Upon conclusion of this project, the interns should be familiar with recovering Metagenome-assembled genomes (MAGs) from environmental data from short and long read sequences using bioinformatic tools (read QC, assembly, binning, etc). ![]() ![]() The goal of Yutathkarn’s project is to use the Nanopore sequencing platform for long read sequencing, along with the gold standard for DNA sequencing, Illumina, to produce sequence datasets from marine biofilms. The next stage of sequencing technology is long read sequencing, which not only improves the quality of the recovered genomes but has also been critical in uncovering biosynthetic gene clusters, a series of sequential genes which work in tandem within a metabolic process. Advances in next generation sequencing and bioinformatic tools have allowed for the recovery of genomic information of individuals species directly from the environment, which has been essential in expanding our understanding of the microbial tree of life. Marine environments contain many unique micro-organisms that have yet to isolated in the laboratory setting, yet the exploration of the marine metagenome (environmental DNA) has yielded much information into many hitherto uncultivated species.
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