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IRTF: A new tensor factorization for irregular multidimensional data ...IRTF: A new tensor factorization for irregular multidimensional data ...
By integrating the proposed IRTF and TV-CST, we establish an irregular multidimensional data recovery model. From (d), we can observe that our method preserves the color and the edge of the spatial-irregular multidimensional data as compared with traditional tensor factorization with preprocessing.

Waste heat recoveries in data centers: A review - ScienceDirectWaste heat recoveries in data centers: A review - ScienceDirect
Waste heat recovery technology is considered as a promising approach to improve energy efficiency, achieve energy and energy cost savings, and mitigate environmental impacts (caused by both carbon emission and waste heat discharge) at the same time.

GRACE Follow-On accelerometer data recovery by high-precision ...GRACE Follow-On accelerometer data recovery by high-precision ...
The Gravity Recovery and Climate Experiment Follow-On (GRACE-FO) satellites are equipped with high-precision three-axis accelerometers to measure all …

A neural tensor decomposition model for high-order sparse data recoveryA neural tensor decomposition model for high-order sparse data recovery
When faced with high missing ratios or sparse observed sets, the recovery results become less ideal [20]. More importantly, the nonlinear information in the data may obscure the low rankness and the model performance may be hindered by the multi-linear hypothesis in the decomposition, making it fail to capture the nonlinear features [21].

Analysis of false lock in Mueller-Muller clock and data recovery system ...Analysis of false lock in Mueller-Muller clock and data recovery system ...
Within high-speed serial data communication systems, the Clock and Data Recovery (CDR) circuit serves as the core module. For SerDes, it is crucial to extract the clock signals at the receiver correctly for clock synchronization and optimal data sampling.

Tensor network decomposition for data recovery: Recent advancements and ...Tensor network decomposition for data recovery: Recent advancements and ...
Tensor network (TN) decomposition stands as a pivotal technique for characterizing the essential features of high-dimensional data, attracting significant interest and achieving notable success in high-dimensional data recovery.

Advances in direct liquid cooling technology and waste heat recovery ...Advances in direct liquid cooling technology and waste heat recovery ...
The escalating demand for computational power and data storage has led to a substantial increase in the number and scale of data centers (DCs) worldwide. Due to characteristics of high heat flux and reliable operational security, there is an urgent need for innovative solutions to solve the problem of DC cooling and waste heat recovery.

Trustworthy data recovery for incomplete multi-view learningTrustworthy data recovery for incomplete multi-view learning
Therefore, in this paper, we aim to develop a trustworthy data recovery framework for incomplete multi-view learning (TDR-IML), which ensures reliable imputed data with an uncertainty-aware scheme.

Bridge temperature data extraction and recovery based on physics-aided ...Bridge temperature data extraction and recovery based on physics-aided ...
Therefore, it is necessary to develop effective methods to realize temperature data extraction and recovery. For the data with poor quality caused by sensor failure or noise, Posenato et al. [18] proposed a clustering-with-overlapping algorithm based on the correlation between the sensors.

Minimum FSI: Genetics requirements for publishing data on DNA transfer ...Minimum FSI: Genetics requirements for publishing data on DNA transfer ...
• Mandates standardised protocols for the publication of DNA transfer and recovery data to ensure consistency • Requires open-sharing of non-allelic experimental and casework data in accessible formats to build a databank. •







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