VA-Creator—A Virtual Appliance Creator based on adaptive Neural Networks to generate synthetic power consumption patterns by Michael Meiser, Benjamin Duppe, Ingo Zinnikus, Alexander Anisimov

“…These VAs synthesize power consumption patterns (PCPs) based on Neural Networks (NNs) which adapt their architecture to the training data structure to simplify the creation of new VAs. …”
Get full text

Revealing heterogeneity in mild cognitive impairment based on individualized structural covariance network by Xiaotong Wei, Ronglong Xiong, Ping Xu, Tingting Zhang, Junjun Zhang, Zhenlan Jin, Ling Li

“…Then, clinical features, brain structure, and gene expression profiles were evaluated for each subtype. …”
Get full text

Explaining the Pattern of Effective Factors in Building the Capacity of Extension Experts in the Development of Smart Climate Agriculture in the Northwestern Provinces of the Count... by M. Rafiee Sefid Dashti, S.M. Mirdamadi, S.J. Farajollah Hosseini, S. Shokri

Get full text

Cysteine pattern barcoding-based dataset filtration enhances the machine learning-assisted interpretation of Conus venom peptide therapeutics. by Rimsha Bibi, Noshaba Qasmi, Sajid Rashid

“…Subsequent model outputs underwent further structural and binding pattern analysis against known targets, revealing significant similarities between the binding patterns of approved and novel peptides. …”
Get full text

Evaluation of Meshed Reference Planes for High Performance Applications by N. D. Codreanu, P. Svasta, V. Golumbeanu, L. Gál

Get full text

Dysglycaemia is associated with the pattern of valvular calcification in micro-computed tomography analysis: an observational study in patients with severe aortic stenosis by Magdalena Kopytek, Kamila W. Undas, Jacek Tarasiuk, Sebastian Wroński, Michał Ząbczyk, Joanna Natorska

“…Stenotic aortic valves obtained surgically were analysed using micro-CT to assess structure of tissue mineralization. Calcium volume (CV), surface volume (SV), CV/SV ratio, and trabecular thickness (TbTh) were evaluated. …”
Get full text

Assessing typhoon impacts on mangroves and post-typhoon recovery patterns to inform projects using mangroves as nature-based solutions by Xueqin Gao, Felix Leung, Wenqing Wang

“…On July 18, 2014, Super Typhoon Rammasun caused significant damage to a mangrove forest at Dongzhaigang Bay, Hainan Island. To evaluate the structural damage and recovery patterns of mangrove forests, vegetation in permanent plots was surveyed at 1, 12, and 24 months after the event. …”
Get full text

A Task-Related EEG Microstate Clustering Algorithm Based on Spatial Patterns, Riemannian Distance, and a Deep Autoencoder by Shihao Pan, Tongyuan Shen, Yongxiang Lian, Li Shi

“…Methods: We propose an innovative algorithm for analyzing task-related EEG microstates based on spatial patterns, Riemannian distance, and a modified deep autoencoder. …”
Get full text

Observation of factors associated with visceral swallowing pattern in 2–6 year old children: A cross-sectional study by Babak Sayahpour, Magda-Anastasia Mylonas-Helbing, Nicolas Plein, Stefan Kopp, Sara Eslami, Sarah Bühling

“…Kittel’s method of tongue posture evaluation and the Payne technique for assessment of swallowing pattern were included in the clinical examination of myofunctional status. …”
Get full text

Design, simulation, and experimental evaluation of an agrivoltaic greenhouse in Turkey by Özal Emre Özdemir, Tamara Bretzel, Leonhard Gfüllner, Shiva Gorjian, Yasar Katircioglu, Berkay Dur, Max Trommsdorff

“…Advanced ray-tracing simulations with bifacial_radiance software evaluated multiple design parameters, including roof coverage ratios, PV layout patterns, greenhouse shapes, and orientations, with the aim of optimizing light distribution and photovoltaic yield. …”
Get full text

Trait dissociation in borderline personality disorder: influence on immediate therapy outcomes, follow-up assessments, and self-harm patterns by Ana Macchia, David Mikusky, Cedric Sachser, Annabel Sandra Mueller-Stierlin, Sandra Nickel, Niklas Sanhüter, Birgit Abler

“…Prior to therapy, we evaluated trait dissociation (Dissociative Experience Scale), early life trauma (Childhood Trauma Questionnaire), and self-harm patterns (clinical interview). …”
Get full text

In vivo evaluation of biocompatibility and biodegradation of porcine collagen membranes by Seon Ae Kim, Eun Jeong Go, Bo Seung Bae, Jae Woong Jung, Mi-La Cho, Asode Ananthram Shetty, Seok Jung Kim

“…Introduction: Collagen-based materials differ in absorption time, biodegradation patterns, and inflammatory cell infiltration. This study aimed to evaluate the biocompatibility and biodegradation of native, differently processed, and cross-linked porcine collagen membranes implanted in the subcutaneous tissue of rats, following ISO 10993-6:2016. …”
Get full text

Mineral Content of Four Mexican Edible Flowers Growing in Natural Conditions and Backyards from Indigenous Communities by Rubí Marcos-Gómez, Araceli M. Vera-Guzmán, Mónica L. Pérez-Ochoa, Laura Martínez-Martínez, Sanjuana Hernández-Delgado, David Martínez-Sánchez, José L. Chávez-Servia

Get full text

THE UTILIZATION OF STRUCTURAL EQUATION MODELLING TO DETERMINE CASUALITY ON CONSUMER DECISION OF E-WALLET by Hartati Hartati, Imelda Saluza, Iisnawati Iisnawati, Teguh Teguh

“…These criteria are used to evaluate their efficacy in persuading customers to adopt an E-Wallet. …”
Get full text

Sign-Entropy Regularization for Personalized Federated Learning by Koffka Khan

“…By minimizing the entropy of gradient sign patterns during local updates, SER encourages smoother optimization paths, improves convergence stability, and enhances personalization. …”
Get full text

Structural and functional correlations in the pre-perimetric and the initial stages of glaucomatous optic neuropathy by M. O. Kirillova, A. N. Zhuravleva, M. V. Zueva, I. V. Tsapenko

“…Results.In patients with suspected glaucoma, changes in the parameters of transient pattern-ERG correlated with RNFL thinning in the macular region, inner plexiform layer (IPL), and ganglion cell layer(GCL) in the parafoveal area. …”
Get full text

Hierarchical reinforcement learning with central pattern generator for enabling a quadruped robot simulator to walk on a variety of terrains by Toshiki Watanabe, Akihiro Kubo, Kai Tsunoda, Tatsuya Matsuba, Shintaro Akatsuka, Yukihiro Noda, Hiroaki Kioka, Jin Izawa, Shin Ishii, Yutaka Nakamura

“…Abstract We present a data-driven deep reinforcement learning (DRL) method for the optimization of a hierarchically structured control policy that includes the central pattern generator. …”
Get full text

Multi-scenario simulation of land use optimization based on ecosystem services and ecological security patterns in the Liaohe River Basin by Qing Luo, Jing Zhang, Yajing Bao, Yilin Zhang, Jie Yu, Jiaxin Li, Xunwen Wu, Shuai Zhang, Nan Cao, Dongli Wang

“…Based on five key ecosystem services (carbon storage, food production, habitat quality, soil retention, and water yield) from 2000 to 2020 and their synergy–tradeoff relationships, we identified three levels of ecological security patterns (ESPs). These ESPs were further embedded as redline constraints in scenario-based land use simulations under four development pathways, forming a spatial structure that links ecological function with landscape connectivity and couples service assessments with spatial policy optimization.ResultsThe results showed that: (1) the Total Ecosystem Service (TES) exhibited a spatial gradient of high values in the east and west and low values in the central basin, with the strongest synergy with habitat quality, and the weakest with water yield; (2) ecosystem service bundle zoning revealed that the Comprehensive Service Function Zone and the Ecological Buffer Zone had the highest levels of diversity and connectivity, while the Agricultural Development Priority Zone exhibited a strong coupling between spatial structure and dominant function; (3) among different scenarios, the ecological-priority scenario (PEP) reduced net forest loss by 63.2% compared to the economic-priority scenario (PUD), significantly enhancing ecological spatial integrity.DiscussionThis study proposed a scenario-based simulation framework to support ecological redline delineation and watershed-scale ecosystem governance for territorial ecological restoration.…”
Get full text

(Non)specific interaction patterns in families raising a child with disability or chronic illness: a latent profile analysis by Ariadna Łada-Maśko, Urszula Sajewicz-Radtke, Paweł Jurek, Paweł Jurek, Michał Olech, Bartosz M. Radtke, Małgorzata Lipowska

“…To assess interaction patterns within families, the following measures were used: the Questionnaire of Relationships with Siblings to evaluate relationships between healthy adolescents and their siblings, the Parentification Questionnaire for Youth to measure emotional and instrumental parentification, the KidScreen-27 to assess quality of life, the Parental Attitude Scale-2 to assess parental attitudes, and the Family Rating Scales to evaluate family dynamics, including the structure and quality of family interactions. …”
Get full text

Climate-Driven Dynamics of Landscape Patterns and Carbon Sequestration in Inner Mongolia: A Spatiotemporal Analysis from 2000 to 2020 by Qibeier Xie, Jie Ren

“…This study investigates the spatiotemporal evolution of vegetation Net Primary Productivity (NPP) and landscape patterns in Inner Mongolia, China, from 2000 to 2020, and evaluates their implications for carbon sink capacity under climate change. …”
Get full text