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Updates every hour. Last Updated: 10-Jun-2026 19:15 ET (10-Jun-2026 23:15 GMT/UTC)
AI boosts understanding of ocean dynamics and marine structure safety
Tsinghua University PressFluid–structure interaction (FSI) governs how flowing water and air interact with marine structures—from wind turbines to underwater cables—and is critical for safe renewable energy development. Traditional numerical simulations and experiments require enormous computational resources, yet often fail to capture multiscale turbulence and long-term system behavior. This review highlights how machine learning (ML) is emerging as a powerful solution for analyzing, predicting, and even controlling FSI systems. Key progress spans feature detection, reduced-order modeling, physics-informed neural networks, and reinforcement-based flow control. By leveraging data-driven models to extract hidden patterns and reconstruct flow fields, ML shows promise in improving efficiency, predictive accuracy, and automated control across ocean engineering applications, positioning itself as a transformative tool for next-generation design.
- Journal
- Ocean
AI meets the ocean: A new era for safer, smarter marine structures
Tsinghua University PressMachine learning (ML) is rapidly emerging as a powerful tool to improve the safety, reliability, and long-term performance of marine structures exposed to harsh ocean environments. This study presents a comprehensive review of ML and deep learning algorithms applied to marine engineering, highlighting how they enhance structural design, construction efficiency, and real-time maintenance. The work introduces a novel modeling framework that integrates mechanical principles with data-driven algorithms, improving interpretability and prediction accuracy. It also outlines key challenges such as data scarcity, environmental uncertainty, and model transparency, offering guidance for future research. The review provides valuable insights for structural engineers seeking to adopt ML technologies for next-generation ocean infrastructure.
- Journal
- Ocean
Compact phased array paves the way for B5G/6G millimeter-wave communication
Higher Education PressResearchers from Southeast University have developed a compact, dual-band, dual-polarized phased array for B5G/6G millimeter-wave communication. The array integrates four independent beamforming systems on a single printed circuit board, supporting concurrent operations at 28 GHz and 38 GHz. It features scalable architecture, broad bandwidth, and high spectral efficiency, making it ideal for future high-speed wireless applications.
- Journal
- Engineering
Blue energy advances unlock sustainable power from water
Tsinghua University PressBlue energy—renewable power derived from the kinetic and potential forces of water—has become a key pathway for building sustainable and low-carbon energy systems. This review synthesizes global progress in hydropower, ocean energy, and hybrid offshore technologies, highlighting rapidly advancing wave-energy devices and triboelectric nanogenerators (TENGs) for blue energy. While hydropower is technologically mature, ocean-based energy systems are expanding due to vast resource potential and accelerating technological innovation. The review identifies promising designs for efficient wave-energy harvesting alongside remaining engineering challenges related to durability, cost, and large-scale deployment. Together, these insights provide a roadmap for advancing water-derived renewable energy to support global decarbonization.
- Journal
- Ocean
On-orbit validation of the OpenHarmony real-time operating system based on the Dalian-1 Lianli satellite
Beijing Institute of Technology Press Co., LtdToward massive satellite signals of opportunity positioning: Challenges, methods, and experiments
Beijing Institute of Technology Press Co., LtdEscherichia albertii: The still unfolding journey of a misdiagnosed pathogen
Osaka Metropolitan University- Journal
- Microbiology and Molecular Biology Reviews
Advancing hydrogen energy through enzyme-mimetic electrocatalysis
Shanghai Jiao Tong University Journal CenterThe global transition to a hydrogen-based clean energy economy faces a critical bottleneck: current proton exchange membrane (PEM) fuel cells and water electrolyzers rely almost exclusively on scarce platinum group metals (PGMs) like platinum and iridium oxide. With platinum reserves accounting for only 5% of gold reserves worldwide, this dependency presents a major barrier to large-scale deployment. Nature, however, offers a compelling solution. Over billions of years, evolution has engineered highly efficient enzymes using only earth-abundant elements to manage energy metabolism. These biological catalysts achieve maximum metal atom utilization—where every atom participates in catalysis—unlike conventional nanoparticles where only surface atoms are active. They also demonstrate exceptional activity and operate in aqueous environments under mild conditions. Columbia University and Tsinghua University researchers argue that translating these enzyme design principles into synthetic electrocatalysts could revolutionize hydrogen energy technologies.
- Journal
- Frontiers in Energy