TS-069527 — The Need Cardiovascular MRI (CMR) data acquisition is often time-consuming and relies on complex reconstruction methods that do not fully exploit the spatial and temporal structure of CMR data. There is a need for a more efficient, unsupervised approach that can accelerate CMR imaging while maintai…

TS-069524 — The Need Global water scarcity is a critical issue, with many regions lacking access to clean and reliable water sources. Traditional water harvesting methods are often energy-intensive and inefficient. There is a pressing need for innovative, sustainable, and energy-efficient technologies to extra…

TS-069523 — The Need In many scientific and industrial fields, there is a critical need for interpretable and accurate models that can be derived from complex datasets. Traditional machine learning methods often produce black-box models that lack transparency and interpretability, making it difficult to unders…

TS-069522 — The Need The biofuel and biochemical industries face challenges in efficiently converting fermentation byproducts, such as butyrate, into higher-value products like butanol. Traditional methods often result in the accumulation of waste products, limiting overall process efficiency and economic viab…

TS-068795 — The Need Renewable energy resources have gained global interest due to environmental issues, climate change, oil price and supply volatility, and decreasing nonrenewable fossil fuel sources. Butanol is a biofuel alternative that can provide a higher heating value, lower volatility, polarity, cor…

TS-068477 — The Need Autonomous Mobile Robots (AMRs) are critical to modern, highly automated environments, operating 24/7 to optimize tasks, increase throughput, and meet demanding operational requirements. However, most task allocation and charging solutions focus solely on maximizing performance metrics like…

TS-068476 — The Need Modern wireless networks, including 5G and future 6G systems, rely heavily on accurate channel prediction to ensure efficient and reliable communication. Frequency Domain Duplexing (FDD) systems face challenges in accurately predicting downlink channels from uplink channels, particularly in…

TS-068475 — The Need As mmWave technology becomes the backbone of 5G and other advanced communication systems, the demand for fast, reliable, and scalable beamforming solutions has surged. Traditional beam-training methods are computationally intensive and time-consuming, leading to delays in establishing high-…

TS-068474 — The Need As Optical Wireless Communication (OWC) systems become increasingly prevalent, there is a growing demand for innovative signal conversion techniques that enhance communication capabilities while addressing security vulnerabilities. Conventional methods of optical-to-RF signal conversion rel…

TS-068473 — The Need β-Ga2O3 has spurred substantial interest in semiconductors and transistors in high-power/high-frequency electronics and ultraviolet optoelectronics. However, there exists a critical challenge of growing high-quality, thick layers of gallium oxide (Ga2O3) on Ga2O3 substrates. Existing …