TOMRA Recycling’s Post

Torky, M., Dahy, G., Darwish, A., Hassanein, A.E. (2024). Recognizing Aluminum Beverage Cans from Waste Mixtures Based on Densenet121-CNN Model: Deep Learning Methodology. In: Hassanien, A.E., Darwish, A., Elghamrawy, S.M. (eds) Artificial Intelligence for Environmental Sustainability and Green Initiatives. Studies in Systems, Decision and Control, vol 542. Springer, Cham. https://lnkd.in/dqxDYZJT

Not just science, but! We always try to memorize science, math, religion practices, culture, social norms, and almost everything blindly, but we never understand it carefully without any judgement and imagine decoding it. Not memorizing, but understanding and thinking are the actual parts of intelligence. The thing is about knowing, understanding, and creating something new, not just memorizing, learning, and following. We are not bio robots!

'An ability to predict failures within complex systems'. Did you know that Physics-Informed AI is a progressive science incorporating chemistry, biology, and physics? It is very applicable for the water sector challenges where there is poor quality and unstructured data, and rare failure events that render traditional AI solutions ineffective. The mathematical framework builds on and adds value to existing data science projects. This patented technology has the weight of scientific evidence to resolve challenges within net-zero waste treatment plants, validating regulatory strategies, extending asset lifecycles, predicting risk affecting customer experiences, and optimising workflows.   Our executive team now includes international expertise; a water sector veteran with 30 years' expertise, an award-winning physicist academically cited over 100,000 times, and a global thought leader who contributes to the international AI standards committee. Data initiatives that positively impact the lives of millions of people around the world. DM James Worsfold for a confidential discussion. Launch Pad - Western Sydney University Matt Groarke Lucy Lin Ian Oppermann Shamin Sequeira Nishant Singh Daniel Cooper Andrew Woods Christopher Gould Jane G. Jamie Caldwell Chris Weston Richard powell

Completed a great learning on "How AI intersects with Sustainability and Business: A Conversation with Amy Luers" by Nick Brazzi! Check it out: [Link to the course](https://lnkd.in/ekHt96MK) #artificialintelligenceforbusiness, #sustainablebusinessstrategies. It was an interesting discussion on what is the role of AI in our race to net zero and decarbonization of future AI Data Centers and the electricity grids.

"By harnessing AI, the industry can make more informed decisions, minimise environmental impact, and maximise resource efficiency..." Read the full story below: 👇

🌍 Exciting Learnings from the “Postgraduate Certificate in AI for Sustainable Development” 🌱 One key takeaway from this course is how the use of AI techniques like predictive analytics and machine learning can enhance the efficiency and sustainability of managing natural resources, optimising renewable energy, and advancing environmental conservation efforts. It was a good look into the powerful applications of AI in environmental monitoring, resource management, and addresses critical ethical considerations. It’s equipping professionals with the skills needed to implement AI-driven solutions for a more sustainable future. Let's harness the power of AI for a greener planet! 🌿💡 #Sustainability #AI #RenewableEnergy #EnvironmentalConservation

A must-read book for our tech-infused times. Mustafa Suleyman has written a tour de force about the coming wave of technology. A wave is how a general-purpose technology disseminates broadly across many aspects of how we live, work, and play. Think language, agriculture, the steam engine, and electricity. The upcoming wave comprises a cluster of technologies including AI, robotics, quantum computing, nanomanufacturing, and synthetic biology, each affecting the other, and collectively transforming human society. What is unique about this wave are its four features of asymmetry, hyper-evolution, omni-use, and autonomy.  In turn, this raises a sharp dilemma. This wave is likely to bring about significant positive impact to our quality of life, including new medicines, addressing climate change, improving crop yield, and unleashing abundant clean energy. However, it also brings about unprecedented harms and dangers, including catastrophic outcomes for our safety, the loss of our liberties, and even undermining our sense of self. The author’s diagnosis is the need for the containment of technology, comprising a set of interlinked and mutually reinforcing technical, cultural, legal, and political mechanisms for maintaining social control of technology. This requires nothing short of a whole-of-humanity effort to look at the risks and dangers of technology squarely in the eye, and to come up with the controls, changes in incentives, and even a different vocabulary, mindset and culture towards technology, that measure up to the scale and severity of the challenge before us. This is an important, hardheaded and sobering book by one of the foremost AI experts of our times. Even if we don’t fully agree with what he has said, the book is definitely thought-provoking and overturns many assumptions we may have about technology. And, most crucially, it challenges each and every one of us to do our part to create, contribute to, or campaign for, technology not as an end, but as a means to serving the needs and interest of our common humanity. #AI #AIregulation #publicpolicy #trustandsafety 

🚀 Just Published in #ChemicalEngineeringScience! 📚 Category: Engineering Science 📄 Title: Automated Deep Learning Model Development Based on Weight Sensitivity and Model Selection Statistics ✍️ Authors: Damla Yalcin, Ozgun Deliismail, Basak Tuncer, Onur Can Boy, Ibrahim Bayar, Gizem Kayar, Muratcan Ozpinar, Hasan Sildir 🔗 Read here: https://lnkd.in/dzycgeR2 #Mixedintegerprogramming #Deeplearning #Inputselection #Weightsensitivity #Bayesianinformationcriterion #Akaikeinformationcriterion

📚 Just finished "The Coming Wave: Technology, Power, and the Twenty-first Century's Greatest Dilemma" by Mustafa Suleyman, co-founder Inflection AI and DeepMind! 🌊 This insightful book dives deep into the realms of artificial intelligence and synthetic biology, exploring their combined potential to shape our future—both thrilling and daunting. Suleyman's accessible writing style makes complex concepts understandable, offering a glimpse into the future without overwhelming technical jargon. As policymakers, there's much to ponder upon from Suleyman's perspectives, especially his list of strategies to mitigate potential threats. However, it's essential to remember that AI is a rapidly evolving field, with vast uncharted territories. While this book presents one viewpoint, staying open-minded to diverse perspectives is crucial in navigating the complexities of our technological future. Highly recommend giving this book a read—it's both intriguing and thought-provoking! Excited to see what the future holds for AI and beyond. 🚀 #ArtificialIntelligence #LLM #FutureTech

🌍 𝐂𝐚𝐥𝐥 𝐟𝐨𝐫 𝐏𝐚𝐩𝐞𝐫𝐬: 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫 𝐒𝐮𝐬𝐭𝐚𝐢𝐧𝐚𝐛𝐢𝐥𝐢𝐭𝐲 𝐒𝐩𝐞𝐜𝐢𝐚𝐥 𝐈𝐬𝐬𝐮𝐞 🌍 I am excited to announce that Discover Sustainability (ISSN 2662-9984, 𝐈𝐅 𝟐.𝟒, 𝐂𝐢𝐭𝐞𝐒𝐜𝐨𝐫𝐞 𝟒.𝟎) is now accepting submissions for a special issue titled “𝐑𝐞𝐯𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐢𝐳𝐢𝐧𝐠 𝐭𝐡𝐞 𝐅𝐮𝐭𝐮𝐫𝐞: 𝐀𝐈-𝐃𝐫𝐢𝐯𝐞𝐧 𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 𝐟𝐨𝐫 𝐂𝐨𝐦𝐩𝐥𝐞𝐱 𝐂𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞𝐬 𝐢𝐧 𝐒𝐮𝐬𝐭𝐚𝐢𝐧𝐚𝐛𝐥𝐞 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭,” which I am guest editing. This collection focuses on how AI and deep learning technologies can address critical challenges in sustainability, driving forward innovation in areas such as climate change, resource management, renewable energy, and more. 🔍 Discover Sustainability is indexed in prestigious databases like Web of Science and Scopus. The journal offers open access and a commitment to providing high author service at every stage. 📅 Submissions are open until 𝟑𝟏 𝐀𝐮𝐠𝐮𝐬𝐭 𝟐𝟎𝟐𝟓, and I encourage researchers who are working at the intersection of AI and sustainability to contribute. More details about the submission process can be found on the journal’s website. Let's work together to highlight the potential of AI in building a sustainable future! 🌱 Feel free to reach out if you have any questions. Best regards, Dr. Yonis Gulzar ygulzar@kfu.edu.sa Guest Editor, Discover Sustainability #AI #DeepLearning #Sustainability #CallForPapers #Research #DiscoverSustainability