Certified Robustness of Antenna Selecting Neural Networks for Massive MIMO Wireless Communications by Jaekwon Kim, Hyo-Sang Lim, Kwanghoon Choi

“…We mathematically define robustness for antenna-selection networks and apply state-of-the-art linear relaxation-based perturbation analysis. Our findings show that pruned networks, beyond being more efficient, also exhibit superior certified robustness compared to their unpruned counterparts. …”
Get full text

Airborne Laser Scanning for Corridor Mapping: Georeferencing with Tightly-coupled Multi-view LiDAR by F. Pöppl, A. Spitzer, A. Ullrich, N. Pfeifer

“…Airborne laser scanning enables efficient acquisition of 3D point clouds, particularly in corridor mapping applications. …”
Get full text

TFTformer: A novel transformer based model for short-term load forecasting by Ahmad Ahmad, Xun Xiao, Huadong Mo, Daoyi Dong

“…Electrical load forecasting is essential for the efficient operation and planning of power systems. …”
Get full text

Optimizing group utility in itinerary planning: a strategic and crowd-aware approach by Junhua Liu, Aldy Gunawan, Kristin L. Wood, Kwan Hui Lim

“…SCAIR models itinerary recommendation as a Markov Decision Process (MDP) and incorporates a novel State Encoding mechanism that facilitates real-time, efficient itinerary planning and resource allocation in linear time. …”
Get full text

Comparative analysis of three key atmospheric correction techniques for bathymetric mapping in nearshore areas with Sentinel-2 Data - case study: Kish Island, Persian Gulf by Keivan Kabiri

“…Remote sensing technologies, particularly the Sentinel-2 satellite imagery, offer a promising solution for efficient and extensive data acquisition. This research evaluates the impact of three atmospheric correction (AC) methods—FLAASH, Sen2Cor, and ACOLITE—on depth estimation accuracy using Sentinel-2 imagery over Kish Island, a biodiverse coral reef habitat in the Persian Gulf. …”
Get full text

An Evaluation Scheme Driven by Science and Technological Innovation—A Study on the Coupling and Coordination of the Agricultural Science and Technology Innovation-Economy-Ecology C... by Chunlin Xiong, Yilin Zhang, Weijie Wang

“…Subsequently, the following policy recommendations are proposed: Firstly, enhance the agricultural technological innovation system and promote green and efficient agricultural technology research and development. …”
Get full text

Universal Modeling for Non-Destructive Testing of Soluble Solids Content in Multi-Variety Blueberries Based on Hyperspectral Imaging Technology by Lingqi Meng, Guoliang Chen, Dayang Liu, Ning Tian

“…The characteristic wavelengths were optimized in stages by uninformative variables elimination (UVE) and the successive projections algorithm (SPA), and the model was simplified by multiple linear regression (MLR). Finally, a high-precision UVE-PLSR model and a simple and efficient UVE-SPA-MLR hybrid model were obtained. …”
Get full text

A Temperature Sensing Demodulation System based on Weak Reflection Fiber Bragg Grating by CHENG Jiahui, FU Haiwei, CHEN Miao, LI Gen, XIAO Jiayue

“…The aim is to improve the sensitivity and linearity of temperature sensing, while ensuring the stability and repeatability of the system.…”
Get full text

Multimodal Particulate Matter Prediction: Enabling Scalable and High-Precision Air Quality Monitoring Using Mobile Devices and Deep Learning Models by Hirokazu Madokoro, Stephanie Nix

“…We consider that this research connects high-performance computing with energy-efficient hardware solutions, creating a practical framework for distributed environmental monitoring that reduces reliance on costly centralized monitoring systems. …”
Get full text

Flexural Behavior and Design Calculation Method of Joints With Bar Details Connecting T-Shaped Beam by Zhengxing Chen, Jianbo Mao, Linhai Zhang

“…To design the bar connection details of joints more scientifically and address the variability of joint sizes in actual construction, this paper examined the force transmission mechanisms of linear bar, hooped-bar, and headed-bar joints. In doing so, it aimed to ensure the efficient completion of the project, while enhancing the bearing capacity and ductility of T-shaped beams. …”
Get full text

Development of Novel Soil Salinity Spectral Index Using Remotely Sensed Data: A Case Study on Balod District, Chhattisgarh, India by Deshpande Vaibhav Prakashrao, Ahmad Ishtiyaq, Singh Chandan Kumar

“…Conventional approaches to evaluate soil salinity are laborious and expensive, which need efficient approaches such as geospatial. Geospatial approaches have led to the development of several indices for soil salinity estimation. …”
Get full text

An Effective Feature Extraction Method for Tomato Leafminer - Tuta Absoluta (Meyrick) (Lepidoptera: Gelechiidae) Classification by Tahsin Uygun, Serhat Kiliçarslan, Cemil Közkurt, Mehmet Metin Ozguven

“…This study aims to develop an accurate and efficient method to detect damage caused by the tomato leaf miner, Tuta absoluta, on tomato leaves. …”
Get full text

CARBON-FIBRE-REINFORCED POLYMER PARTS EFFECT ON SPACECRAFT OPTOELECTRONIC MODULE LENS SCATTERING by S. S. Kolasha, R. V. Fiodortсev, A. V. Starovoitov

“…Carbon fiber reinforced polymer based composite constructive materials is an efficient solution that allows reducing weight and dimensions of large optoelectronic modules 1,5–3 times and the coefficient of linear thermal expansion 15–20 times if compared with metals. …”
Get full text

Retracted: Computer Medical Image Segmentation Based on Neural Network by Xiaopeng Wang, Lei Gu, Zhongyi Wang

“…Finally, we propose an FPGA-based multilevel optimization architecture for energy-efficient cellular neural networks. The optimization scheme includes three levels: system level, module level, and design space. …”
Get full text

Rehabilitation Professionals' Self‐Perceived Competence in Safe Patient Handling and Mobility Methods Before and After Training: A Cohort Study by Jeanette Melin, Nicola Parmelund, Magnus Johansson

“…By enhancing competence among rehabilitation professionals, HMC training has the potential to advance working person‐centered and efficient transfer practices in interdisciplinary care settings.…”
Get full text

Point of care creatinine testing for early detection of renal dysfunction in Tanzanian HIV patients: a study protocol by Daniel Msilanga, Anthony Muiru, Emmanuel Balandya, Kathleen Liu

“…Discussion We hypothesize that POC creatinine testing will show strong diagnostic performance, providing a reliable, rapid, and cost-efficient alternative for RD detection, leading to better patient outcomes and integration of POC tests into routine HIV care. …”
Get full text

Sequence-to-Sequence Text Generation with Discrete Diffusion Models by JIANG Hang, CAI Guoyong, LI Sihui

“…Diffusion language models are currently the most promising language models among non-autoregressive models, and are expected to replace autoregressive language models, which suffer from slow inference speed, to achieve efficient and quality-preserving text generation. Sequence-to-sequence （Seq2Seq） text generation is a common scenario encountered in practical applications of diffusion language models, including text summarization generation, machine translation, dialogue generation, etc. …”
Get full text

Biochemical blood values of ewes in the first month of lactation and their relation to milk productivity by Ya. A. Zharikov

“…There was no significant linear variation of the metabolites during the transition from group to group. …”
Get full text

A novel ensemble ARIMA‐LSTM approach for evaluating COVID‐19 cases and future outbreak preparedness by Somit Jain, Shobhit Agrawal, Eshaan Mohapatra, Kathiravan Srinivasan

“…These findings have the potential to significantly improve preparedness and response efforts by public health authorities, allowing for more efficient resource allocation and targeted interventions.…”
Get full text

A Lightweight Transformer Edge Intelligence Model for RUL Prediction Classification by Lilu Wang, Yongqi Li, Haiyuan Liu, Taihui Liu

“…In the encoder, we optimize the attention mechanism by integrating the individual linear mappings of queries, keys, and values into an efficient operation, reducing memory access overhead by 60%. …”
Get full text