Ultra-thin, zoom capable, flexible metalenses with high …

Furthermore, our research also successfully demonstrated the capacity of a metalens with a numerical aperture (NA) of 0.5 to efficiently adjust imaging magnification within a 2× range, achieving imaging results that approach the diffraction limit. ... "Ultra-thin, zoom capable, flexible metalenses with high focusing efficiency and large ...

Conceptual design of a high efficiency large capacity …

Conceptual design of a high efficiency large capacity hydrogen liquefier H. Quack. H. Quack Technische Universität Dresden, Dresden, Germany. Search for other works by this author on: This Site. ... These values for the power consumption are recommended as bench marks for future studies on large scale hydrogen liquefaction.

Maximizing Efficiency and Unlocking Valuable …

This constant influx of data requires organizations to have the necessary infrastructure and capabilities to capture, process, and analyze it in near real-time to derive meaningful insights. Unstructured data. Big …

SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and …

Authors. Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai Li, Yiran Chen. Abstract. Mixture-of-Experts (MoE) has emerged as a favorable architecture in the era of large models due to its inherent advantage, i.e., enlarging model capacity without incurring notable computational overhead.

Conceptual Design of a High Efficiency Large Capacity Hydrogen

The aim of this paper is to propose a hydrogen liquefier with very high efficiency. One important theoretical tool is the exergy analysis of the single process step as well as the overall cycle.

Calculated Optimal Mechanical Efficiency of a Large …

From this perspective, optimization of small cooling capacity reciprocating compressors for domestic refrigerators was studied by Tsuji, et al. [27, 28]. The present study focuses on a large cooling capacity reciprocating compressor with the per cylinder suction volume of 1300 cm3, which was developed for commercial market by Mayekawa MFG. Co ...

Building capability to unleash business performance

But employees' powers are largely dormant or undiscovered: In our research, we have found few companies focusing on developing capabilities across the …

Are Large Inverters Less Efficient?

The battery bank must be large enough to meet the demand and be of high quality. Combine this with energy efficient appliances and your system will get the job done. Use energy efficient appliances. Energy efficiency is crucial for inverters and solar power in general. If you plan to go full solar power, invest in energy efficient appliances first.

6 Best Space Heaters for Large Rooms of 2024

Our pros evaluated space heaters for large rooms to find the most powerful and efficient ones including ceramic and fan models from Vornado and DeLonghi.

8 Best Space Heaters For Large Rooms (Up To 1,000 Sq Ft)

That's as much as 5 or even 6 1,500 W electric space heaters. That's because it uses natural gas as a power source. Natural gas burns with 99.9% efficiency and costs about 3 times less than electricity per BTU; making Dyna-Glo 30,000 BTU an extremely cost-efficient way to heat large rooms.

Efficient and scalable reinforcement learning for large-scale …

Applying large-scale AI systems to multi-agent scenarios in real-world settings is challenging. The authors propose a decentralized model-based policy …

Efficient large range fluorescence enhancement in …

Efficient large range fluorescence enhancement in Numerical designed hybrid microfluidic channel system with resonant cavity and microlens. Author links open overlay panel Baopeng Shi a, Zhihui Chen a, Qiang Wang a, ... but …

SinkLoRA: Enhanced Efficiency and Chat Capabilities for …

Extending the functionality of the Transformer model to accommodate longer sequence lengths has become a critical challenge. This extension is crucial not only for improving tasks such as language translation and long-context processing but also for enabling novel applications like chatbots, code generation, and multimedia content …

Wind Turbines: the Bigger, the Better

In 2023, there was an increase in the proportion of turbines installed in the size category of 3.5 MW or larger. Higher capacity turbines mean that fewer turbines are needed to generate the same amount of …

Conceptual design of a high efficiency large capacity …

The aim of this paper is to propose a hydrogen liquefier with very high efficiency. One important theoretical tool is the exergy analysis of the single process step as well as the overall cycle. This will be needed for the choice of the optimum hydrogen feed pressure as well as for the handling of the ortho-para conversion. Modern helium …

How Meta trains large language models at scale

This includes developing new algorithms and techniques for efficient large-scale training and integrating new software tools and frameworks into our infrastructure. ... This involves investing in high …

Leveraging Large Language Models for Business Efficiency

The result is a big model, called Mixture of Experts (MoE), with better capabilities than a single of the same size. The easiest way to do that is with MergeKit . Generated with AI — Bing Copilot — "An image of a mathematician, a physicist and a mechanical engineer working on the same problem around a desk featuring a …

A Hash-Based Space-Efficient Page-Level FTL for Large-Capacity …

With increasing demands on high-performance and large-capacity SSDs in the enterprise-scale storage, the concern about the inefficient use of the DRAM space in SSDs rises, especially for those using page-level FTL (Flash Translation Layer). In such an FTL, the address mapping scheme allows a logical page address (LPA) to be mapped to any …

Large SUVs With the Best Gas Mileage in 2024

What We Like: Most fuel-efficient large gasoline SUV; very luxurious; What We Don't: Lowest towing capacity of any luxury full-size SUV; ... The Navigator beats the Cadillac Escalade's horsepower and towing capacity, thanks to its 440-horsepower twin-turbo V6. It can tow up to 8,700 pounds, and it also gets better fuel economy than the gas ...

From lean to lasting: Making operational …

For companies seeking large-scale operational improvements, all roads lead to Toyota. Each year, thousands of executives tour its facilities to learn how lean production—the …

7 Best Large Capacity Washers of 2024

Big O Chart Explained: Mastering Algorithm Efficiency

By harnessing algebraic expressions, it articulates the intricacy inherent in an algorithm, thereby affording you the capability to gauge its effectiveness and operational prowess. In simple terms, the notation O(1) denotes constant time complexity, representing the pinnacle of efficiency, whereas O(n!) signifies factorial time complexity, a ...

A comprehensive review of efficient capacity estimation for large …

Such efforts will be crucial in overcoming the current barriers to efficient capacity estimation of large-scale CCS, thereby significantly advancing our capabilities in combating climate change through enhanced geological storage techniques. CRediT authorship contribution statement.

[2312.03863] Efficient Large Language Models: A Survey

Large Language Models (LLMs) have demonstrated remarkable capabilities in important tasks such as natural language understanding and language generation, and thus have the potential to make a substantial impact on our society. Such capabilities, however, come with the considerable resources they demand, highlighting the strong …

LOWERING LNG UNIT COSTS THROUGH LARGE AND …

would be most suitable for an expansion train at a very large existing LNG complex targeting a large, distant market, with virtually unlimited gas supply. One question facing designers of large-capacity trains is: "How does a single 8 mtpa train compare in cost and operational flexibility vs. two 4-mtpa trains?"

[2104.04473] Efficient Large-Scale Language Model Training …

Large language models have led to state-of-the-art accuracies across a range of tasks. However, training these models efficiently is challenging for two reasons: a) GPU memory capacity is limited, making it impossible to fit large models on even a multi-GPU server, and b) the number of compute operations required to train these models can …

Improvement in Tol2 transposon for efficient large-cargo capacity …

Improvement in Tol2 transposon for efficient large-cargo capacity transgene applications in cultured cells and zebrafish (Danio rerio). Zoological Research, 45(3): 567-574. DOI: 10.24272/j.issn.2095-8137.2024.026 Citation: Peng-Cheng Wang, Hao Deng, Rang Xu, Jiu-Lin Du, Rongkun Tao. 2024. Improvement in Tol2 transposon for efficient large-cargo ...

Unleashing long-term value through operations …

Building operations capabilities can unleash tremendous efficiencies and performance improvements that link directly to a company's profitability. Scale and inertia often combine to make it difficult to change …

Purchasing Energy-Efficient Large Commercial Boilers

The Federal Energy Management Program (FEMP) provides acquisition guidance for large commercial boilers, a product category covered by FEMP-designated efficiency requirements.. FEMP's acquisition guidance and efficiency requirements apply to gas- or oil-fired, low-pressure hot water or steam boilers used in commercial space heating …

Energy Efficiency for Large Building Chiller Systems

• Flow Capacity @ 30" header is 35,600 gpm • Secondary pump capacity 25,200 gpm @ 100 feet of head • TES pump capacity is 22,700 gpm @ 90 feet of head • Delivered 0.7kW per ton . Chilled Water Load Side Optimization . ... Energy, Efficiency, Large, Building, Chiller, Systems ...