Conditional Diffusion-Flow models for generating 3D cosmic density fields: applications to f(R) cosmologies by Julieth K Riveros, Paola A Saavedra, Héctor J Hortúa, Jorge Enrique García-Farieta, Ivan Olier

“…We address this challenge by exploring conditional generative modelling to create 3D dark matter density fields via score-based (diffusion) and flow-based methods. Our results demonstrate the power of diffusion models to accurately reproduce the matter power spectra and bispectra, even for unseen configurations. …”
Get full text

Enhanced Milne-Simpson's methods for autonomous and singular differential equations by Ajimot Folasade Adebisi, Saheed Aremu, Muideen Ogunniran, Kamiludeen Tijani, Adewole Ajileye

“…While Milne-Simpson’s method provides an efficient initial approximation, its accuracy deteriorates near singular behaviors. …”
Get full text

Comprehensive benchmarking of genome editing quantification methods for plant applications by Zheng Gong, Yan Zhang, Di Xia, Sohye Yoon, Peter Alexander Crisp, José Ramón Botella

“…We assessed methods based on their accuracy, sensitivity, and cost, benchmarked to AmpSeq. …”
Get full text

Leveraging Neural Trojan Side-Channels for Output Exfiltration by Vincent Meyers, Michael Hefenbrock, Dennis Gnad, Mehdi Tahoori

“…To achieve low latency and high efficiency, field-programmable gate arrays (FPGAs) are increasingly being employed as accelerators for neural network inference in cloud and edge devices. …”
Get full text

Current status and progress of research on vacuum method of refining magnesium by Dong Wang, Ting-an Zhang, Jing-zhong Xu, Kun Wang

“…China is a major source of magnesium worldwide, with the output of primary magnesium accounting for >80% of the world's total annual output. …”
Get full text

Performance analysis of DC-DC Buck converter with innovative multi-stage PIDn(1+PD) controller using GEO algorithm by Mostafa Jabari, Davut Izci, Serdar Ekinci, Mohit Bajaj, Ievgen Zaitsev

Get full text

Bias correction methods for simulated precipitation in the Brazilian Legal Amazon by Fabrício Daniel dos Santos Silva, Helber Barros Gomes, Claudia Priscila Wanzeler da Costa, Antônio Vasconcelos Nogueira Neto, Ismael Guidson Farias de Freitas, Mário Henrique Guilherme dos Santos Vanderlei, Maria Cristina Lemos da Silva, Rafaela Lisboa Costa, Jean Sousa dos Reis, Vânia dos Santos Franco, Ana Paula Paes dos Santos, Ivan Saraiva, Rodrigo Lins da Rocha Júnior, Jório Bezerra Cabral Júnior, Helder José Farias da Silva, Edmir dos Santos Jesus, Douglas Batista da Silva Ferreira, Renata Gonçalves Tedeschi

“…Six experiments were conducted: (1) MPI, comparing raw MPI-ESM1-2-HR precipitation with observations; (2) REG, comparing regionalized MPI-ESM1-2-HR precipitation via RegCM4.7.1 with observations; and (3-6) four experiments applying two bias correction methods, canonical correlation analysis (CCA) and principal component regression (PCR), to the MPI and REG out-puts, resulting in MPI-CCA, MPI-PCR, REG-CCA, and REG-PCR experiments. …”
Get full text

Bat echolocation signals based on the time-varying autoregressive method by Xuan Zhong, Zhongbao Wang, Jianshu Wang, Kuiying Yin, Jinhong Luo

“…Based on the two forms of parameter changes, this paper use the regularized least squares method and the basis function method for parameter solving, respectively. …”
Get full text

Development and testing of light paddy planter based on AHP method by MA Guang, WANG Zhi-ming

“…However, the light paddy planter was superior to the manual planting method on corn output, water wastage, seeds dosage, work efficiency and cost, all of which revealed that the light paddy planter was worthy of being popularized and applied.…”
Get full text

An application of DEA method for ranking different Tehran municipality branches by Seyed Hossein Miri, Younos Vakil Alroaia, Simin Bohlouli

Get full text

Polynomial estimation method for PN sequence based on reliability accumulation by Song CHEN, Kai-zhi HUANG, Hua ZHAO

“…The issues of insufficient efficiency and poor error-tolerance of current high-order polynomial estimation me-thods under error conditions were studied.By combining the iterative berlekamp-massey(BM)algorithm in GF(2)and the improved Chase algorithm,a novel algorithm based on reliability accumulation was proposed.The sequence soft infor-mation was mapped to sequence reliability as the input information of BM algorithm,and the corresponding output relia-bility of estimated polynomial was accumulated as the rule of correct polynomial.In order to improve the estimation pre-cision,the candidate reliability-accumulated polynomial set were reduced by the characteristics of primitive polynomial in GF(2).The simulation results show that the proposed method is irrelevant with the tapped number of ator poly-nomial,and has a good estimation performance to estimate 17-order polynomials when the sequence BER is 18%.…”
Get full text

Polynomial estimation method for PN sequence based on reliability accumulation by Song CHEN, Kai-zhi HUANG, Hua ZHAO

“…The issues of insufficient efficiency and poor error-tolerance of current high-order polynomial estimation me-thods under error conditions were studied.By combining the iterative berlekamp-massey(BM)algorithm in GF(2)and the improved Chase algorithm,a novel algorithm based on reliability accumulation was proposed.The sequence soft infor-mation was mapped to sequence reliability as the input information of BM algorithm,and the corresponding output relia-bility of estimated polynomial was accumulated as the rule of correct polynomial.In order to improve the estimation pre-cision,the candidate reliability-accumulated polynomial set were reduced by the characteristics of primitive polynomial in GF(2).The simulation results show that the proposed method is irrelevant with the tapped number of ator poly-nomial,and has a good estimation performance to estimate 17-order polynomials when the sequence BER is 18%.…”
Get full text

An optimal scheduling method for IES considering virtual energy storage by LIU Kaicheng, JIA Xiaoqiang, HE Guixiong, LI Jianbin, WANG Songcen, CHEN Hongyin, WU Binbin

“…Simulation results demonstrate that this method effectively balances the mismatch between output and load using the virtual energy storage system， responds proactively to time-of-use tariffs， reduces the peak-valley difference in purchased electricity， and significantly lowers the system’s economic costs.…”
Get full text

Uncertainty-Aware Semi-Supervised Method for Pectoral Muscle Segmentation by Yutao Tang, Yongze Guo, Huayu Wang, Ting Song, Yao Lu

“…Our method has a typical teacher-student dual model structure, where uncertainty is used to distinguish between high- and low-confidence predictions in the teacher model output. …”
Get full text

Detection of defects in printed circuit boards by the acoustic emission method by S. U. Uvaysov, N. T. Luu, C. D. Nguyen, Th. H. Vo, A. V. Dolmatov

“…These defects cannot be detected by optical and electrical methods of output control. However, they can lead to breaches of the mechanical mode of operation and failures while running radioelectronic devices. …”
Get full text

Advanced load balancing techniques using MIMO fuzzy logic: A panel distribution case study at state polytechnic of Malang by Ika Noer Syamsiana, Harry Hassidiqi, Wijaya Kusuma, Anang Dasa Novfowan, Arwin Datumaya Wahyudi Sumari, Chandra Wiharya

“…The method is as follows: • The fuzzy approach used a multi-input multi-output (MIMO) system with rule-base 3 × 3 × 3 matrix. • The Sugeno method was selected due to its utilization of a constant mathematical function. …”
Get full text

Coverage, Throughput, and Energy Efficiency Enhancement in Beamspace Massive MIMO System Using Rate-Splitting and Orthogonal Precoding by David Alimo, Masanori Hamamura, Saifur Rahman Sabuj

“…Furthermore, we deduce an analytic expression for the downlink cell coverage percentage and evaluate the effectiveness of the suggested method in terms of total throughput, energy efficiency, and cell coverage percentage. …”
Get full text

Robust Control of Irrigation Systems Using Predictive Methods and Disturbance Rejection by Jose Carreño-Zagarra, Diana Poveda-Rodriguez, Marco Flórez

Get full text

Deep Reinforcement Learning for RIS-Assisted Multi-UAV MU-MISO Communication Networks: Sum-Rate and Energy Efficiency Maximization by Alif Rahmatullah Umar, Hasan Albinsaid, Chia-Po Wei, Chih-Peng Li

Get full text

Jointed rock slope stability evaluation based on PEM-JFEM method by XIAO Shu, WU Shun-chuan, GAO Yong-tao, HAN Guang, ZHOU Yu, CHENG Ai-ping

Get full text