S‐PLM: Structure‐Aware Protein Language Model via Contrastive Learning Between Sequence and Structure by Duolin Wang, Mahdi Pourmirzaei, Usman L. Abbas, Shuai Zeng, Negin Manshour, Farzaneh Esmaili, Biplab Poudel, Yuexu Jiang, Qing Shao, Jin Chen, Dong Xu

“…To address this issue, S‐PLM is introduced as a 3D structure‐aware PLM that utilizes multi‐view contrastive learning to align the sequence and 3D structure of a protein in a coordinated latent space. …”
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Drawing-Aware Parkinson’s Disease Detection Through Hierarchical Deep Learning Models by Ioannis Kansizoglou, Konstantinos A. Tsintotas, Daniel Bratanov, Antonios Gasteratos

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Dynamic QoS-aware intelligent edge computing resource management algorithm for body area networks by MU Siqi, WEN Shuo, LU Yang, AI Bo

“…The existing resource allocation methods in edge computing network are difficult to efficiently and flexibly support dynamic QoS of multi-source heterogeneous tasks in BAN. A dynamic QoS-aware stochastic optimization problem on computation offloading decisions and edge computing resource allocation was studied. …”
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A Lightweight Network for Ship Detection in SAR Images Based on Edge Feature Aware and Fusion by Yuming Li, Jin Liu, Xingye Li, Xiliang Zhang, Zhongdai Wu, Bing Han

“…To address these issues, we propose a novel lightweight detection method based on edge feature aware and fusion. Specifically, to effectively extract edge feature, we introduce an Edge Feature-Aware (EFA) network that incorporates a multiscale channel attention module. …”
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Molecular optimization using a conditional transformer for reaction-aware compound exploration with reinforcement learning by Shogo Nakamura, Nobuaki Yasuo, Masakazu Sekijima

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Value-Based and Context-Aware Selection of Software-Service Bundles: A Capability Based Method by Jānis Grabis, Kurt Sandkuhl

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Dynamic and semantic-aware access-control model for privacy preservation in multiple data center environments by Aiguo Chen, Guoming Lu, Hanwen Xing, Yuan Xie, Shunwei Yuan

“…The experimental results demonstrate that this dynamic and semantic-aware access-control model is highly dynamic and flexible and can improve the security of the application system.…”
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Physics-aware machine learning for glacier ice thickness estimation: a case study for Svalbard by V. Steidl, J. L. Bamber, J. L. Bamber, X. X. Zhu, X. X. Zhu

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Spatio-Temporal Feature Aware Vision Transformers for Real-Time Unmanned Aerial Vehicle Tracking by Hao Zhang, Hengzhou Ye, Xiaoyu Guo, Xu Zhang, Yao Rong, Shuiwang Li

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Imaging Tasks Scheduling for High-Altitude Airship in Emergency Condition Based on Energy-Aware Strategy by Li Zhimeng, He Chuan, Qiu Dishan, Liu Jin, Ma Manhao

“…This paper makes detailed introduction to the energy-aware optimization strategy, which can rationally adjust airship’s cruising speed based on the distribution of task’s deadline, so as to decrease the total energy consumption caused by cruising activities. …”
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Quality-of-Service Routing Using Path and Power Aware Techniques in Mobile Ad Hoc Networks by R. Asokan, A. M. Natarajan, C. Venkatesh

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Bionic Optimization Based Stability and Congestion Aware Routing Algorithm for Airborne Highly Dynamic Network by Yunlong Yu, Le Ru, Sheng Mao, Kangning Sun, Qiangqiang Yu, Kun Fang

“…A bionic optimization based stability and congestion aware routing algorithm—BSCAR algorithm—is proposed to solve these problems. …”
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Model-Based Variation-Aware Optimization for Offset Calibration and Pre-Sensing in DRAM Sense Amplifiers by Dongyeong Kim, Geon Kim, Suyeon Kim, Jewon Park, Sinwook Kim, Hyeona Seo, Chaehyuk Lim, Sowon Kim, Juwon Lee, Jeonghyeon Yun, Hyerin Lee, Jinseok Park, Yongbok Lee, Seungchan Lee, Myoungjin Lee

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Spectroscopy of two-dimensional interacting lattice electrons using symmetry-aware neural backflow transformations by Imelda Romero, Jannes Nys, Giuseppe Carleo

“…These findings introduce a symmetry-aware framework important for studying quantum materials and phase transitions.…”
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Adaptive Fuzzy-Based Energy and Delay-Aware Routing Protocol for a Heterogeneous Sensor Network by Sai Krishna Mothku, Rashmi Ranjan Rout

“…In this paper, a fuzzy-based delay and energy-aware intelligent routing mechanism has been proposed to select efficient routes. …”
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Approximation-Aware Training for Efficient Neural Network Inference on MRAM Based CiM Architecture by Hemkant Nehete, Sandeep Soni, Tharun Kumar Reddy Bollu, Balasubramanian Raman, Brajesh Kumar Kaushik

Subjects: “…Approximation-aware training…”
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Efficiency-Aware: Maximizing Energy Utilization for Sensor Nodes Using Photovoltaic-Supercapacitor Energy Systems by Zheng Liu, Xinyu Yang, Shusen Yang, Julie McCann

“…The performance of our approaches is evaluated via extensive numeric simulations, and the results show that our efficiency-aware framework can, respectively, achieve 60% and 56% more active time (i.e. energy utilization) than the fixed duty cycle scheme and leakage-aware , a state-of-the-art scheme for photovoltaic-supercapacitor energy systems.…”
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Improved continuous enhancement routing solution for energy-aware data aggregation in wireless sensor networks by Edson Ticona-Zegarra, Rafael CS Schouery, Leandro A Villas, Flávio K Miyazawa

“…To tackle these challenges, a centralized algorithm is proposed, called improved continuous enhancement routing (ICER), for computing routing trees of refined quality, based on data aggregation while being aware of the battery energy state. Comparisons between ICER and other known solutions in the literature are performed. …”
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An Uncertainty-Aware Lane Change Motion Planning Algorithm Based on Probabilistic Trajectory Prediction Distribution by Zhiqiang Zhang, Lei Zhang, Mingqiang Wang, Cong Wang, Zhenpo Wang

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CORPORATE SOCIAL RESPONSIBILITY IN THE SOUTH AFRICAN RETAIL SECTOR: ARE EMPLOYEES AWARE OF WHAT THEIR EMPLOYERS ARE DOING? by Martha E. Theron, Michael C. Cant, Johannes A. Wiid

“…This study explored South African retail employees’ awareness of their organizations’ CSR initiatives. …”
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