Cationic alkyl chain length and nanoaggregate form of ionic liquids dominate biocompatibility and toxicity by Yuyuan Xing, Yanhui Hu, Xiao Zhang, Diwei Zheng, Guanghui Ma, Yanyan Diao, Hua Yue, Wei Wei, Suojiang Zhang

“…The findings obtained by integrating computational analysis with diverse cell/animal evaluations (from multiple cell lines, cell spheroids, patient-derived organoids to male murine and canine models) offer unique insights into the behaviour, mechanisms, and biomedical application scenarios of IL nanoaggregates.…”
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Novel three-dimensional stacked capacitorless DRAM architecture using partially etched nanosheets for high-density memory applications by Min Seok Kim, Sang Ho Lee, Jin Park, Seung Ji Bae, Jeong Woo Hong, Won Suk Koh, Gang San Yun, Jaewon Jang, Jin-Hyuk Bae, In Man Kang

“…Through Sentaurus technology computer-aided design simulations, we compare the PE NS 1T-DRAM device with a conventional NS 1T-DRAM device to evaluate its effectiveness. …”
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Integrating machine learning and spatial clustering for malaria case prediction in Brazil’s Legal Amazon by Kayo Henrique de Carvalho Monteiro, Élisson da Silva Rocha, Luis Augusto Morais, Elton Gino Santos, Sebastião Rogerio da S. Neto, Vanderson Sampaio, Patricia Takako Endo

“…Traditional control measures have shown limited effectiveness, emphasizing the need for better predictive approaches to support timely and targeted public health interventions. This study evaluates the performance of six computational models—Long Short-Term Memory (LSTM), Gated Recurrent Units (GRU), Support Vector Regression (SVR), Random Forest (RF), eXtreme Gradient Boosting (XGBoost), and Autoregressive Integrated Moving Average (ARIMA)—for forecasting weekly malaria cases across multiple states in the Legal Amazon. …”
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Design and Finite Element Analysis of Brake Disc Heat Dissipation Rib for Urban Rail Transit Vehicle by WU Na, SONG Hao, YANG Jianwei, WU Chunguang, WANG Chengxu

“…[Method] By adopting the numerical simulation method of finite element analysis, a three-dimensional brake disc model with new type heat dissipation ribs is established through computer-aided design software. Different design schemes for heat dissipation ribs are proposed, and the thermal analysis simulation for these schemes is conducted by the finite element analysis technology. …”
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Simulation Analysis on the Mud Film Stability for Urban Slurry Shield Tunnel by ZHOU Yu, ZHANG Zhimin, XIONG Hao, CHEN Fan, HAN Kaihang, HUANG Mingfeng

“…Method A numerical model is developed to simulate the mud film formation and infiltration process under different permeability conditions by using the DEM-CFD (Discrete Element Method-Computational Fluid Dynamics) coupling method. The impermeability stability of the mud film is evaluated by analyzing the spatial distribution of slurry particles, the mud film hydraulic pressure changes, and the force chain network. …”
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Preprocessing of Physician Notes by LLMs Improves Clinical Concept Extraction Without Information Loss by Daniel B. Hier, Michael A. Carrithers, Steven K. Platt, Anh Nguyen, Ioannis Giannopoulos, Tayo Obafemi-Ajayi

“…These inconsistencies hinder their direct use in patient care and degrade the performance of downstream computational applications that rely on these notes as input, such as quality improvement, population health analytics, precision medicine, clinical decision support, and research. …”
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Transcriptional profiling reveals H.pylori-associated genes induced inflammatory cell infiltration and chemoresistance in gastric cancer by Jinshui Tan, Jinshui Tan, Zhengxin Wu, Yuankun Liu, Wei Wang, Wei Wang, Wenjuan Qin, Guangchao Pan, Guangchao Pan, Yubo Xiong, Yubo Xiong, Jingsong Ma, Jingsong Ma, Jiabao Zhao, Jiabao Zhao, Huiwen Zhou, Huiwen Zhou, ZhengJin Liu, Haijie Lu, Huiqin Zhuo, Huiqin Zhuo, Xuehui Hong, Xuehui Hong

“…We assessed IC50 values for anticancer drugs and immune cell infiltration to evaluate the therapeutics and TME based on the HPI. …”
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Safety and Effectiveness of Transarterial Embolization for Blunt Abdominal Injuries: A Multicenter Study with Review of Literature by Mathew Cherian, Tejas Kalyanpur, Krishna Swami Murali, Ashwin Garg, Yadav Munde, Ajit Yadav, Arun Gupta, Sibasankar Dalai, Paresh Desai, Prithviraj Jadhav

“…All patients underwent multidetector computed tomography prior to selective angiography and embolization. …”
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Mapping cation-eutaxy ternary with a phenomenological model by Jongbum Won, Taeyoung Kim, Minwoo Lee, Daniel W. Davies, Giyeok Lee, Aron Walsh, Aloysius Soon, Jong-Young Kim, Wooyoung Shim

“…Our model introduces stoichiometry-weighted descriptors to evaluate the relative covalent nature of III‒V and A‒V bonds, bridging gaps left by traditional methodologies. …”
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Recommendations on neurologic, cognitive, and psychiatric manifestations in patients with Sjögren’s disease by the Brazilian Society of Rheumatology by Fabiola Reis de Oliveira, Simone Appenzeller, Sandra Gofinet Pasoto, Marilena Leal Mesquita Silvestre Fernandes, Maria Lucia Lemos Lopes, Sonia Cristina de Magalhães Souza Fialho, Aysa Cesar Pinheiro, Laura Caldas dos Santos, Valeria Valim, Erica Vieira Serrano, Sandra Lucia Euzébio Ribeiro, Tatiana Nayara Libório‑Kimura, Danielle Christinne Soares do Egypto, Diego Ustárroz Cantali, Juliana D’Agostino Gennari, Samira Tatiyama Miyamoto, Karina Gatz Capobianco, Alisson Aliel Vigano Pugliesi, Vinicius Tassoni Civile, Ana Carolina Pereira Nunes Pinto, César Ramos Rocha-Filho, Aline Pereira da Rocha, Virginia Fernandes Moça Trevisani

“…Despite this, neither central nor peripheral neurological symptoms are systematically evaluated in the context of autoimmunity or identified as manifestations of SjD. …”
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X-ray2CTPA: leveraging diffusion models to enhance pulmonary embolism classification by Noa Cahan, Eyal Klang, Galit Aviram, Yiftach Barash, Eli Konen, Raja Giryes, Hayit Greenspan

“…Abstract Chest X-rays or chest radiography (CXR), commonly used for medical diagnostics, typically enables limited imaging compared to computed tomography (CT) scans, which offer more detailed and accurate three-dimensional data, particularly contrast-enhanced scans like CT Pulmonary Angiography (CTPA). …”
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Optimal Midcourse Guidance with Terminal Relaxation and Range Convex Optimization by Jiong Li, Jinlin Zhang, Jikun Ye, Lei Shao, Xiangwei Bu

“…Numerical simulation results demonstrated that the proposed method effectively satisfies strict path constraints, successfully generates feasible midcourse guidance trajectories, and exhibits strong computational efficiency and robustness. Additionally, a systematic comparison was conducted to evaluate the impact of different interpolation methods and discretization point quantities on algorithm performance.…”
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Therapeutic potential of Sertoli cells in vivo: alleviation of acute inflammation and improvement of sperm quality by Bianka Porubska, Marie Plevakova, Natalie Fikarova, Daniel Vasek, Veronika Somova, Ondrej Sanovec, Ondrej Simonik, Katerina Komrskova, Vladimir Krylov, Tereza Tlapakova, Magdalena Krulova

“…The impact of SC administration on testis morphology and germ cell quality was evaluated using computer-assisted sperm analysis (CASA) and immunohistochemistry. …”
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Design of artificial neural network for buongiorno model with nanofluids flow through stretching sheet by Muhammad Asif Zahoor Raja, Atifa Latif, Mariyam Shamim, Kottakkaran Sooppy Nisar, Muhammad Shoaib

“…The mathematical model for fluid flow is computed and analyzed numerically. Similarity variables were used to convert the governing partial differential equations into nonlinear ODEs. …”
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Anatomical reduction of marginal impaction in posterior wall acetabular fractures ensures mid-term satisfactory outcomes by Kwang-Hwan Jung, Seong-Min Jang, Hyeon-Joon Lee, Ki-Bong Park, Jae-Woo Ahn, Sang-Heon Oh

“…Immediate postoperative reduction quality was confirmed using computed tomography (CT), final follow-up results were evaluated using simple x-ray. …”
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Efficient synthesis of N-(ethylcarbamothioyl)-1-naphthamide: X-ray structure, Hirshfeld surface analysis, DFTs, and molecular modelling investigations as selective inhibitor of alk... by Pervaiz Ali Channar, Mohammad Y. Alshahrani, Aamer Saeed, Syeda Abida Ejaz, Hafiz Muhammad Attaullah, Sajid Ali Channar, Sher Qadir, Qamar Abbas, Ulrich Flörke, Tuncer Hökelek

“…These integrated experimental and computational tools highlight the potential therapeutic uses of the synthesized compound, and pave the way for the development of novel pharmacologically active Alkaline phosphatase inhibitors with diverse applications. …”
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Numerical and experimental investigation of the water flow through PWR spacer grids by Higor Fabiano Pereira de Castro, Guilherme Augusto Moura Vidal, Tiago Augusto Santiago Vieira, Vitor Vasconcelos Araújo Silva, Daniel de Almeida Magalhães Campolina, Graiciany de Paula Barros, Rebeca Cabral Gonçalves, Andre Augusto Campagnole dos Santos, Maria Auxiliadora Fortini Veloso

“…The great repeatability and low experimental uncertainty evaluated (< 1.24%) in this work can be used to validate other CFD codes.…”
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Advanced neural network modeling with Levenberg–Marquardt algorithm for optimizing tri-hybrid nanofluid dynamics in solar HVAC systems by A. Aziz, S.A.H. Shah, H.M.S. Bahaidarah, T. Zamir, T. Aziz

“…To address this, we propose a nanofluid-based thermal cooling model and develop an advanced computational solver using an Artificial Neural Network (ANN) trained with the Levenberg–Marquardt algorithm (LMA-TNN). …”
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Predicting Atmospheric Dispersion of Industrial Chemicals Using Machine Learning Approaches by Maria Valle, Jairo A. Cardona, Cesar Viloria-Nunez, Christian G. Quintero M.

“…Dimensionality reduction methods, such as principal component analysis and correlation-based dimensionality reduction, were implemented to improve computational efficiency, reduce data noise, and maintain essential information. …”
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Assessment of Carcinogenic and non-carcinogenic risk indices of heavy metal exposure in different age groups using Monte Carlo Simulation Approach by B Raksha Shetty, B Jagadeesha Pai, S A Salmataj, Nithesh Naik

“…Advanced probabilistic and geospatial methods are used in this study which evaluates contamination levels and health risks associated with iron (Fe), arsenic (As), zinc (Zn), copper (Cu), nickel (Ni), chromium (Cr), lead (Pb), and cadmium (Cd) in soil samples. …”
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