GA-PE-VMD and MSE Methods for Milling Chatter Feature Extraction of Thin-walled Parts by WANG Hanbin, LI Maoyue, LIU Xianli, WANG Zhixue, MENG Boyang

“…Chatter leads to poor surface quality, dimensional error and reducing the service life of tools and machines.Therefore, a reliable detection method is needed to identify chatter.Aiming at the problem of chatter detection in the milling process of thin-walled structures, a chatter feature extraction method of thin-walled parts based on optimal variational mode decomposition and multi-scale sample entropy is proposed.Firstly, in order to solve the problem of parameter selection in variational modal decomposition, a parameter adaptive method based on genetic algorithm optimization and minimum permutation entropy is proposed. …”
Get full text

SLOPE PROFILE MORPHOMETRY AS AN INDICATOR FOR SLOPE MOVEMENT

“…The depth/length ratio is used as a numerical parameter to classify landslips into process groups. …”
Get full text

Machinability Assessment and Multi-Objective Optimization of Graphene Nanoplatelets-Reinforced Aluminum Matrix Composite in Dry CNC Turning by Nikolaos A. Fountas, Dimitrios E. Manolakos, Nikolaos M. Vaxevanidis

Get full text

Intelligent system construction as consequent transformation of the model range of its functional prototypes by A. V. Gulay, V. M. Zaitsev

“…The structural prototype is understood as a certain version of its construction in the form of a logical or physical model, which includes a predetermined set of information, technical and software tools, performs system functions, makes it possible to evaluate the achieved parameter levels, as well as ensures further system build-up and development. …”
Get full text

CytoAnalyst web platform facilitates comprehensive single cell RNA sequencing analysis by Phi Bya, Duy Tran, Khoi Nguyen, Sorin Draghici, Tin Nguyen

“…In this fast-growing field, it becomes increasingly challenging to navigate the vast number of tools and steps for analysis. It is particularly difficult to integrate and analyze large datasets that require extensive collaborations and customized pipelines to obtain robust results. …”
Get full text

Towards Reliable ECG Analysis: Addressing Validation Gaps in the Electrocardiographic R-Peak Detection by Syed Talha Abid Ali, Sebin Kim, Young-Joon Kim

“…This comparison is typically performed using tools provided by the waveform database (WFDB) or custom methods. …”
Get full text

Affordable air-ground mobile mapping system for precise forestry applications by J. Bedkowski, M. Kulicki, M. Kulicki, K. Stereńczak, M. Matecki

“…All software components are released as open-source tools: <code>https://github.com/MapsHD/HDMapping</code>.…”
Get full text

PatchDetect: Breast Cancer Detection combining Unet-ResNet-50 and Patch Embedding LSTM by Hadj Ahmed Bouarara, kadda benyahia

“…The study also highlights the impact of parameter tuning on classification performance, paving the way for more accurate, automated, and non-invasive breast cancer diagnostic tools. …”
Get full text

Modeling Cut Rose Yield Over an 18‐Month Period After Compost Amendment Using Repeated Sigmoidal Gompertz Curve Fitting by E. A. deNijs, A. Tietema, R. Bol, E. E. vanLoon

“…Growth models are valuable tools in this regard, offering insights into how crops respond to different experimental treatments. …”
Get full text

Modeling of the integrated system of state support for agricultural enterprises by K. A. Zakharova, E. P. Kiselitsa, N. V. Ivanova

“…To effectively implement the model in practice, it is advisable to provide its methodological tools that will make it possible to characterize the need for certain amounts of state support measures as for specific enterprises, and the individual regions. …”
Get full text

Compositional modeling of solution gas–oil ratio (Rs): a comparative study of tree-based models, neural networks, and equations of state by Aydin Larestani, Sara Sahebalzamani, Abdolhossein Hemmati-Sarapardeh, Ali Naseri

“…A relevancy factor analysis quantified the influence of each input parameter on model outputs, whereas the Leverage technique identified outliers and defined the parameter ranges for optimal algorithm performance. …”
Get full text

Multi-step partitioning combined with SOM neural network-based clustering technique effectively improves SAT solver performance by Siyu Yun, Xinsheng Wang

“…As the core engine of electronic design automation (EDA) tools, the efficiency of Boolean Satisfiability Problem (SAT) solver largely determines the cycle of integrated circuit research and development. …”
Get full text

Flow-based nonperturbative simulation of first-order phase transitions by Yang Bai, Ting-Kuo Chen

“…Motivated by recent advancements in machine learning tools, particularly normalizing flows for lattice field theory, we propose the “partitioning flow-based Markov chain Monte Carlo (PFMCMC) sampling” method to address two challenges encountered in normalizing flow applications for lattice field theory: the “mode-collapse” and “rare-event sampling” problems. …”
Get full text

BIM Module for Deep Learning-driven parametric IFC reconstruction by O. Roman, O. Roman, M. Bassier, S. De Geyter, H. De Winter, E. M. Farella, F. Remondino

“…The creation of Building Information Models (BIM) is driven by cutting-edge software applications, plug-ins, and APIs that constitute the backbone of BIM authoring tools. While free tools and APIs offer visualization and customization options, geometric modelling remains largely restricted to interactive work and proprietary platforms, which sometimes limits flexibility and efficiency. …”
Get full text

Clean energy and fintech: A scientometric study on spillovers and hedging in investment portfolios by María Celia López-Penabad, Ana Iglesias-Casal, José Manuel Maside-Sanfiz, Ons Ben Larbi

“…Novel methodologies, including time-varying parameter vector autoregressive models (TVP-VAR), time-frequency connectedness frameworks, wavelet quantile correlation (WQC), nonparametric causality in quantile approaches, the tail event driven network technique (TENET), empirical mode decomposition-windowed-cross-correlation (EMD-WCC), wavelet-windowed-cross-correlations and the cross-quantilogram approach are showcased as critical tools for understanding interconnected market dynamics. …”
Get full text

Improvement of Automatic Calculation Method of CASE Bearing Capacity by Guosong Liu, Junlin Wang

“…Because of the reliance on the empirical parameter CASE damping coefficient Jc, the high-strain CASE method is not recommended. …”
Get full text

Intonation of tone scales: psychoacoustic considerations by Ernst TERHARDT

“…Theories of perception of pitch and fluctuations readily explain why this is so, and provide promising tools for achieving that compromise.…”
Get full text

Surface topography creation of machine elements after carburizing process with application of burnishing method by Lidia Gałda

“…As a result of using appropriate tools, it was possible to create regular and reproducible dimples in the surface. …”
Get full text

Linguistics-based word alignment for medical translators by Tom Vanallemeersch Cornelia Wermut

“…Tools assisting professional translators memorise translated sentences but provide limited functionality for the identification of terms and their translation equivalents in translated texts. …”
Get full text

Markov Observation Models and Deepfakes by Michael A. Kouritzin

“…Herein, expanded Hidden Markov Models (HMMs) are considered as potential deepfake generation and detection tools. The most specific model is the HMM, while the most general is the pairwise Markov chain (PMC). …”
Get full text