EngiSphere

?? Japan's Shinkansen stays on track at 200+ mph thanks to ingenious engineering! Discover the secrets behind zero derailments! ?? ?? #TrainTuesday #Engineering #Shinkansen #HighSpeedRail #Shinkansen #BulletTrains #MechanicalEngineering

Can AI learn to think about thinking? ???? Imagine an AI that doesn’t just answer questions—but actually reflects on its reasoning, double-checks its steps, and improves its problem-solving skills over time! That’s exactly what researchers from Shanghai Jiao Tong University, The University of British Columbia, UCL, and Shanghai Artificial Intelligence Laboratory have explored with Reinforced Meta-thinking Agents (ReMA). By using Multi-Agent Reinforcement Learning (MARL), this groundbreaking framework teaches AI to separate strategic thinking from execution, making it smarter, more adaptive, and better at solving complex problems. Want to know how this works and what it means for the future of AI? ?? Read the full article on EngiSphere: https://lnkd.in/e-KX_UiA Researcher by: Ziyu Wan, Yunxiang Li, Yan Song, Hanjing Wang, Linyi Yang, Mark Schmidt, Jun Wang, Weinan Zhang, Shuyue Hu, Ying Wen ?? Discussion: Do you think AI should be trained to question its own reasoning, just like humans do? Or is this a step too far? Let’s discuss in the comments! ?? Follow EngiSphere for daily insights into cutting-edge engineering research. Share this post to help make AI knowledge more accessible to everyone! ???? #AI #MachineLearning #ArtificialIntelligence #Engineering #MetaThinking #ReinforcementLearning #LLMs #FutureOfAI #EngiSphere #TechInnovation #RnD

?? Autonomous Fleets: The Future of Ocean Patrols! ???? What if a team of self-driving boats could patrol the seas, monitor the environment, and even assist in rescue missions—all without human intervention? ?? A new AI-powered patrol system for unmanned surface vehicles (USVs) is making this a reality! ?? This cutting-edge research from Yuan Liu, Xirui Xu, Guoxing Li, Lingyun Lu, Yunfan Gu, Yuna Xiao, and Wenfang Sun at Anhui Xinhua University & Hefei Local Maritime Management Center unveils a smarter, faster, and more efficient way for USVs to work together. The algorithm optimizes global coverage, avoids collisions, and speeds up patrol missions by 74% compared to traditional methods! ? Want to see how robotic fleets are changing ocean surveillance? ?? Read the full article ?? https://lnkd.in/e3AgnpmJ ?? Discussion Question: What other industries could benefit from AI-powered multi-agent collaboration like this? Share your thoughts below! ?? ?? Follow EngiSphere to explore the latest in engineering, AI, and sustainability—because being cultivated means knowing something about everything! ???? ?? Share this post to make knowledge more accessible! ???? #AutonomousBoats #OceanSurveillance #AIinEngineering #UnmannedSurfaceVehicles #SmartMaritime #EngineeringInnovation #Robotics #ArtificialIntelligence #SustainableTech #MaritimeSecurity #Research #RnD

?? Ever wonder how skateparks are ENGINEERED for those perfect tricks? The science behind the curves will blow your mind! #civilengineering?#SkateparkEngineering #PhysicsOfSk8 #STEM #rollerskating #kickscooter?

Did you know #golf ball dimples can DOUBLE driving distance? ??? The physics behind this tiny #engineering marvel will surprise you! #EngineeringWonders #Golfing #Aerodynamics

Some are proud of the books they've written. Well, it's been eight years now that I edit an international journal, but still, I'm more proud of the books I've read. My very last one is Economics for a Sustainable World | Higher Education from Cambridge University Press & Assessment (https://lnkd.in/eXS7PcSc), by Edward B. Barbier and Joanne C. Burgess at Colorado State University. It's an #undergraduate #textbook exploring how the economy intrinsically depends on nature and how it can guide policy to ensure sustainability. And it really deserves a reading! ?? BECAUSE ?? ? it builds a core understanding of key economic concepts and techniques before applying these to specific environmental problems, making this an ideal textbook for students with little to no economics background ? the authors address current environmental policy solutions and innovations, providing students with a solid understanding of how natural resource and environmental economics affects their lives and careers ? it takes a global focus with case studies and examples from across the world, making sure students have a contemporary view of the challenges posed by environmental risks and ecological scarcities ? the text is carefully designed and organized so instructors can select which chapters to cover depending on the focus of their course and their students' prior knowledge of economics For having a glance of how these two authors get into sustainability matters, you can always read their particularly inspired article here https://lnkd.in/eBcvEWEF for EngiSphere Their 25-year analysis shows that smart market strategies could be the key to addressing #waterscarcity - and it's not just about conservation! ???? #environment #sustainableeconomicdevelopment #efficientallocation #policyfailures #economicvalues #valuationmethods #costbenefitanalysis #policyoptions #landuse #agriculture #minerals #energy #oceans #marineresources #forests #biodiversity #localpollution #regionalpollution #globalpollution #globalsustainability

From Words to 3D Worlds! ????? What if you could describe an object in text and instantly generate a high-quality 3D model? Well, that future is here! ?? A groundbreaking study by Khoi Do & Binh-Son Hua from Trinity College Dublin, Ireland, introduces Jensen-Shannon Score Distillation (JSD) – a smarter, more stable and diverse way to create AI-generated 3D assets. Say goodbye to blurry, repetitive 3D models and hello to high-fidelity, realistic designs! ??? Curious how it works? Read the full article on EngiSphere! ?? https://lnkd.in/eTwCjsMK ?? Discussion: How do you see AI-powered 3D generation shaping industries like gaming, architecture, or manufacturing? Drop your thoughts below! ????? ?? Follow EngiSphere for daily deep dives into cutting-edge engineering research! Share this post to spread knowledge—after all, being cultivated is knowing something about everything! ???? #Engineering #AI #3DModeling #TechInnovation #ArtificialIntelligence #Research #MachineLearning #TextTo3D #JensenShannonDivergence #ScoreDistillation #Innovation #STEM #EngiSphere #RnD

?? Could Menthol Revolutionize Livestock Farming? ???? What if a simple plant compound could make livestock farming healthier, more efficient, and eco-friendly? ???? Researchers are uncovering how menthol, the cooling agent in peppermint, can boost animal health, improve digestion, reduce heat stress, and even cut ?? methane emissions! This discovery could be a game-changer for livestock management! ???? ?? Read the full article on EngiSphere https://lnkd.in/e2ki7G-9 ?? Research by: Brandon Bernard, Himani Joshi and Peixin Fan? ?? Institutions: Mississippi State University, Institute for Genomics, Biocomputing & Biotechnology. ?? What do you think? Could menthol-based feed additives replace antibiotics in the future? Let's discuss in the comments! ?? ?? Follow EngiSphere for more engineering insights & share this post to spread knowledge—because being cultivated means knowing something about everything! ??? #SustainableAgriculture #LivestockEngineering #MentholInnovation #AgriculturalTech #AnimalWelfare #EngineeringForGood #ClimateAction #EngiSphere #RnD

?? Earth gets more solar energy in ONE HOUR than humans use all year! Unlimited clean power waiting to be tapped. ?? #RenewableEnergy #SolarPower #EnergyEngineering #EngineeringLiteracy #FunFacts

AI + Engineering = Giving Voices Back! ???? Imagine being unable to speak but still having your thoughts transformed into words—without making a sound! ?? Thanks to cutting-edge wearable technology, researchers from University of Cambridge, Beihang University, Tsinghua University, University College London, and other leading institutions have created an AI-powered throat sensor that restores real-time, natural speech for stroke survivors and neurological patients. ???? This smart choker reads throat muscle vibrations and carotid pulse signals, using large language models (LLMs) to decode, refine, and even add emotional expression to silent speech. 4.2% error rate. 55% higher satisfaction. Life-changing impact. ??? ?? Read the full article here: ???? https://lnkd.in/d4NftcSQ ?? Researchers & Institutions: Chenyu TANG, Shuo Gao, Cong Li, Wentian Yi, Yuxuan Jin, Xiaoxue Zhai, Sixuan Lei, Hongbei Meng, Zibo Zhang, Muzi Xu, Shengbo Wang, Xuhang CHEN, Chenxi Wang, Hongyun Yang, Ningli Wang, Wenyu Wang, Jin Cao, Xiaodong Feng, Peter Smielewski, Yu Pan, Wenhui Song, Martin Birchall, and Luigi G. Occhipinti. Affiliations: University of Cambridge; Beihang University; Tsinghua University; Capital Medical University, Beijing; The Hong Kong University of Science and Technology (Guangzhou); Beijing University of Chinese Medicine; The First Affiliated Hospital of Henan University of Chinese Medicine; UCL; University College London Hospitals NHS Foundation Trust. ?? What do you think—could AI-powered silent speech tech one day replace traditional speaking? Let’s discuss in the comments! ?? ? Follow EngiSphere for daily insights into groundbreaking engineering research, and share this post to spread knowledge—because being cultivated means knowing something about everything! ???? #AI #Engineering #BiomedicalEngineering #AssistiveTechnology #WearableTech #SilentSpeech #NeuralInterfaces #Innovation #StrokeRecovery #UniversityOfCambridge #BeihangUniversity #TsinghuaUniversity #UniversityCollegeLondon #ScienceForGood #RnD