Discontinuous surface extraction method based on 3D point cloud by Linsong Zhu, Shuangquan Li, Tianjiao Li, Tianjiao Li, Xuewu Sun, Fuqiang Ren, Fuqiang Ren

“…The parameter selection (bandwidth = 0.4, distance threshold = 0.3, and screening threshold = 200) balances computational efficiency and precision, reducing over-segmentation while preserving critical structural details. …”
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A Review on New Frontiers in Drug-Drug Interaction Predictions and Safety Evaluations with In Vitro Cellular Models by Lara Marques, Nuno Vale

“…While indispensable, these approaches have inherent limitations in scalability, cost, and ability to predict complex interactions. Recent advancements in analytical technologies, particularly the development of more sophisticated cellular models and computational modeling, have paved the way for more accurate and efficient DDI assessments. …”
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Evaluating a Hybrid LLM Q-Learning/DQN Framework for Adaptive Obstacle Avoidance in Embedded Robotics by Rihem Farkh, Ghislain Oudinet, Thibaut Deleruyelle

“…The LLM addresses traditional Q-learning limitations, such as slow convergence and poor adaptability, by analyzing action histories and optimizing decision-making policies in complex, dynamic environments. A selective triggering mechanism ensures efficient LLM intervention, minimizing computational overhead. …”
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Dynamic Ionic Environment Modulation for Precise Electrosynthesis of Heterostructured Bimetallic Nanoparticles by Heekwon Lee, Xun Zhan, Jamie H. Warner, Hang Ren

“…The high spatial resolution and on‐demand control over the composition and structure make this method well‐suitable for creating arrays of complex, multi‐metallic heterostructures, which is expected to accelerate the discovery of advanced electrocatalytic materials, offering a platform for efficient and scalable electrocatalyst screening.…”
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Advanced Monte Carlo for Acquisition Sampling in Bayesian Optimization by Javier Garcia-Barcos, Ruben Martinez-Cantin

“…Optimizing complex systems usually involves costly and time-consuming experiments, where selecting the experiments to perform is fundamental. …”
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Thermostabilization of the Human Serotonin Transporter in an Antidepressant-Bound Conformation. by Evan M Green, Jonathan A Coleman, Eric Gouaux

“…To identify a human SERT (hSERT) construct suitable for detailed biochemical and structural studies, we developed an efficient thermostability screening protocol and rapidly screened 219 mutations for thermostabilization of hSERT in complex with the SSRI paroxetine. …”
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Evaluation of nanolipoprotein particles (NLPs) as an in vivo delivery platform. by Nicholas O Fischer, Dina R Weilhammer, Alexis Dunkle, Cynthia Thomas, Mona Hwang, Michele Corzett, Cheri Lychak, Wasima Mayer, Salustra Urbin, Nicole Collette, Jiun Chiun Chang, Gabriela G Loots, Amy Rasley, Craig D Blanchette

“…Nanoparticles hold great promise for the delivery of therapeutics, yet limitations remain with regards to the use of these nanosystems for efficient long-lasting targeted delivery of therapeutics, including imparting functionality to the platform, in vivo stability, drug entrapment efficiency and toxicity. …”
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The Function of TiO2 with Respect to Sensitizer Stability in Nanocrystalline Dye Solar Cells by A. Barkschat, T. Moehl, B. Macht, H. Tributsch

“…In presence of TiO2, it is enhanced by formation of a stabilizing charge-transfer complex between oxidized Ru dye and back-bonding interfacial Ti3+ states. …”
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Prediction and Parameter Optimization of Surface Settlement Induced by Shield Tunneling Using Improved Informer Algorithm by Shisen Zhao, Xianda Feng, Kefeng Peng

“…Given the complex mechanism of surface settlement induced by shield tunneling, accurate prediction of surface settlement and rational design of tunneling parameters are critical for ensuring safe and efficient tunneling operations. …”
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Genetic transformation of Lentil (Lens culinaris M.) and production of transgenic fertile plants by Fatemeh zaker tavallaie, Behzad Ghareyazie, Abdorreza Bagheri, Kiran Komar Sharma

“…Hygromycine was used as selection agent in selection media. T0 transgenic plants verified using PCR, Dot blotting, Southern blotting and RT-PCR. …”
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Tourism Sentiment Chain Representation Model and Construction from Tourist Reviews by Bosen Li, Rui Li, Junhao Wang, Aihong Song

“…This network enables precise characterization of complex inter-attraction dependencies. Building upon MAN-SRT, the Tourism Sentiment Chain (TSC) model is proposed that incorporates geographical accessibility, associative resonance, and thematic-sentiment synergy to optimize the selection and sequential arrangement of attractions in personalized route planning. …”
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Roles of the phagocytosis checkpoint in radiotherapy by Yulan Kui, Fan Tong, Ruiguang Zhang, Jian Wang, Xiaorong Dong

“…Therefore, radiotherapy in combination with phagocytosis checkpoints-associated immunotherapy can be a promising antitumor approach by considering the type, dose, and sequence of this combinatory regimen as well as the biomarkers for patient selection. This review attempts to summarize the cross-effects of radiotherapy and phagocytosis checkpoints and their combination strategies to enhance the efficiency of radiotherapy and improve the survival of cancer patients. …”
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Stability Analysis and Mitigation of Thermo-Hydraulic Oscillations in Multi-Supplier District Heating Systems by Pascal Friedrich, Kirill Kuroptev, Thanh Huynh, Stefan Niessen

“…These results provide actionable insights for designing robust DHSs and mitigating challenges in multi-supplier configurations by relying on thoughtful system design rather than complex control strategies.…”
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Advances in Food Aroma Analysis: Extraction, Separation, and Quantification Techniques by Dandan Pu, Zikang Xu, Baoguo Sun, Yanbo Wang, Jialiang Xu, Yuyu Zhang

“…Decoding the aroma composition plays a key role in designing and producing foods that consumers prefer. Due to the complex matrix and diverse aroma compounds of foods, isolation and quantitative analytical methods were systematically reviewed. …”
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Teaching modelling of distributed information and control systems to students using the method of simulation modelling by A. V. Gabalin

“…Currently, the simulation tools market presents a large number of different simulation systems. However, the selection of suitable tools is very important. Specialized programs in particular are GPSS World, MATLAB/ Simulink, and AnyLogic. …”
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Comparative Analysis of T5 Model Performance for Indonesian Abstractive Text Summarization by Mohammad Wahyu Bagus Dwi Satya, Ardytha Luthfiarta, Mohammad Noval Althoff

“…These findings highlight the trade-offs between accuracy, error tendencies, and computational efficiency, providing valuable insights for developing more effective Indonesian language summarization systems and emphasizing the importance of model selection for specific language tasks.…”
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The Influence of Voltage Gradient Application History on Electro-Osmotic Reinforcement of Marine Soft Clay by Zhaohua Sun, Yuxing Qing, Jianming Zhang, Bintang Mas Mediamartha

“…Its application history induces a series of physical and chemical reactions within the soil, influencing the selection of the gradient in the subsequent stage. …”
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Deciphering the role of crop genotypes and arbuscular mycorrhizal species in modulating hyphal microbiome under phosphorus stress by Jasmine Gill, Nichole Giani, Barbara J. Campbell, Vidya Suseela

“…Although this bacterial partnership could improve the symbiotic efficiency of AMF, the factors affecting the selection of bacteria across various plant genotype-AMF combinations are poorly understood. …”
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Methodological Approaches to Creation and Organization of Functioning of a Federal Risk Management System by V. G. Starovoitov, S. N. Silvestrov, A. I. Selivanov, D. V. Troshin

“…The authors identify the main characteristics of a national risk management system which features a higher level of complexity as compared to a corporation, a variety of terms and factors of existence and development, and a wider range of challenges, threats and risks as well as objectives and thus a wider range of operational values, criteria and sustainable development and efficiency indicators. …”
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A Particle Swarm Optimization-Based Ensemble Broad Learning System for Intelligent Fault Diagnosis in Safety-Critical Energy Systems with High-Dimensional Small Samples by Jiasheng Yan, Yang Sui, Tao Dai

“…Finally, the model is validated through simulated data from a complex nuclear power plant (NPP). Numerical experiments reveal that the proposed method significantly improved the diagnostic efficiency while maintaining high accuracy. …”
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