Improving generative inverse design of molecular catalysts in small data regime by François Cornet, Pratham Deshmukh, Bardi Benediktsson, Mikkel N Schmidt, Arghya Bhowmik

“…Deep generative models are a powerful tool for exploring the chemical space within inverse-design workflows; however, their effectiveness relies on sufficient training data and effective mechanisms for guiding the model to optimize specific properties. …”
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Advantages of Friction Welding of Fittings with Small Diameter Conical Contact Form by Yu. V. Poletaev, V. V. Shchepkin

“…The solution to this problem is possible on the basis of research and development of welding technology with optimal heat input instead of MAW. Existing fusion welding technologies do not allow for optimal regulated heat input. …”
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Diagnosis of winter precipitation types using the spectral bin model (version 1DSBM-19M): comparison of five methods using ICE-POP 2018 field experiment data by W. Bang, J. T. Carlin, K. Kim, A. V. Ryzhkov, A. V. Ryzhkov, G. Liu, G. Lee

“…<p>Winter precipitation types (WPTs) are controlled by many factors, including thermodynamic and microphysical processes. …”
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Research on Multi-Objective Coordinated Planning of Distribution Networks Based on Improved Generative Adversarial Networks by Li Zhu

“…Next, a bi-level distribution network planning model considering carbon footprints is established: the upper level minimizes the annual comprehensive cost by optimizing the planning schemes of distributed generation (DG), energy storage systems (ESS), and capacitor banks (CB); the lower level minimizes operating costs, voltage deviations, and carbon emissions by formulating operation strategies under typical scenarios, considering on-load tap changers (OLTC), controllable loads, capacitor banks, energy storage, and distributed generation. …”
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Theoretical and numerical investigation of the effects of in-situ stresses and dual-borehole combinations in eccentric decoupled charge blasting by Yao Yin, Minxing Song, Yu Feng, Zhongqiang Liu, Xiaohui Chen, Qing Sun

“…The results indicate that: (1) rock damage is primarily concentrated on the eccentric side of the borehole due to its smaller decoupling coefficients and the resulting larger peak blast pressure; (2) the formation of through cracks between two boreholes is highly dependent on the relative angle φ between them, while the extent and direction of the cracks are largely controlled by the application of in-situ stress. This work provides a theoretical basis and reference for optimizing the design of multi-borehole contour blasting in deep rock excavation under significant in-situ stresses, facilitating desired crack propagation while minimizing damage to the surrounding rock.…”
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Impact of nanoparticles shapes and fuzzy volume fraction on Al2O3 – H2O nanofluid flow past an unsteady expandable surface by Adnan Saeed Butt, Naveed Yaqoob, Sameea Akbar, Gul M. Shaikh, Adeeba Farhat, Fouzia Amir, Mohamed R. Ali

“…To accomplish this, a comprehensive mathematical model is developed, integrating the Navier-Stokes and energy equations to characterize nanofluid flow over an extending surface and examine nanoparticle shape effects. …”
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Risk Assessment of Dynamic Diffusion of Urban Non-Point Source Pollution Under Extreme Rainfall by Ting Wen, Chuanxun Li, Jiawen Liu, Peng Wang

“…The results show that (i) the pollution risk increases significantly with diffusion, with the maximum pollution load in high-risk areas increasing by 181%, and the diffusion rate is positively correlated with the rate of change in rainfall intensity; (ii) forest land has the highest grid pollution load loss rate, whereas the water grid has the highest accumulation rate; (iii) this method can accurately identify the hot spots of pollution diffusion, providing a basis for the precise control of high-risk areas. This study can support the targeted governance of pollution sources and land planning optimization in urban storm and flood management, and help reduce environmental health risks in extreme climates.…”
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Transient Oscillation Suppression Method of Modular Multilevel DC Transformer by Dan Lyu, Yichao Sun, Yufan Li, Jianfeng Zhao, Zhendong Ji, Dongye Li

“…Furthermore, the compensating gain is optimally designed to achieve the critical damping state based on the small-signal model viewing OSA as an input variable. …”
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Comprehensive quality detection method for tomatoes combining machine vision and spectral techniques by GUO Dechao, RAO Yuanli, ZHANG Hao, LI Chunfeng, ZHAO Qiang

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High voltage direct current system-based generation and transmission expansion planning considering reactive power management of AC and DC stations by Ehsan Akbari, Ahad Faraji Naghibi, Mehdi Veisi, Sasan Pirouzi, Sheila Safaee

“…The scheme incorporates a non-linear model. The Red Panda Optimization (RPO) is utilized to solve the provided model in order to attain a dependable and optimal solution. …”
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PRIVATE TECHNIQUE OF FORMATION OF REQUIREMENTS TO INFORMATION PROTECTION SYSTEMS FROM UNAUTHORIZED ACCESS TO AUTOMATED BATH SYSTEMS USING GENETIC ALGORITHM by I. G. Drovnikova, A. A. Zmeev, E. A. Rogozin

“…A private methodology has been developed that determines the parameters of the symbolic genetic algorithm (GA) for creating a software package for analysis, evolutionary modeling, and forming quantitative requirements for GIS from un-authorized access to speakers using the Matlab 13 application software to implement GA in the Optimization toolbox programming environment.Conclusion. …”
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Superlattice Engineering on 2D Bi2Te3‐Sb2Te3 Chalcogenides by Han Wang, Songqing Zhang, Huijia Luo, Wenwu Pan, Zekai Zhang, Junliang Liu, Yongling Ren, Cailei Yuan, Wen Lei

“…A comprehensive growth model is also developed to elucidate the growth mechanism and optimize the growth parameters. …”
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Boosting Aeroponic System Development with Plasma and High-Efficiency Tools: AI and IoT—A Review by Waqar Ahmed Qureshi, Jianmin Gao, Osama Elsherbiny, Abdallah Harold Mosha, Mazhar Hussain Tunio, Junaid Ahmed Qureshi

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A Study of the Soil–Wall–Indoor Air Thermal Environment in a Solar Greenhouse by Zhi Zhang, Yu Li, Liqiang Wang, Weiwei Cheng, Zhonghua Liu

“…The low-temperature region spanned the range of X = (800, 3000) mm, and its height range was Y = (−150, 1200) mm. The CFD model and LSTM prediction model have been shown to be superior, and the findings of this study offer a theoretical basis for the optimization of thermal environment control in solar greenhouses.…”
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Dynamic performance analysis of sensible and latent cold thermal energy storage systems for building cooling networks by Bilal Lamrani, Rubayyi T. Alqahtani, Abdelhamid Ajbar, Mouhcine benaicha

“…These outcomes underscore the potential of latent TES especially when using high-latent-heat PCMs like RT5HC for achieving enhanced thermal stability, extended discharge capacity, and improved energy efficiency in practical district cooling applications. The proposed modeling approach provides a valuable tool for system design, control, and future optimization.…”
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Second-Order Harmonic Current Propagation Characteristics in Two-Stage Inverter Based on Virtual Impedance by REN Lei; GONG Chunying

“…This study gives equivalent circuit model of the front-end dc-dc converter with single voltage loop control and voltage current dual-loop control first. …”
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Multielectrode Array-Based Percutaneous Nerve Stimulation Strategy With Ultrasound Guidance for Ulnar Nerve Injury by Xiaolei Chu, Xizi Song, Ruixin Li, Qi Li, Qingwen Li, Xiaosong Gu, Dong Ming

“…The optimal stimulation protocol was determined using a multi-layer model of the human forearm using the finite element method. …”
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COMPUTER SIMULATION OF A PROBLEM CROSSROAD IN THE ANYLOGIC ENVIRONMENT by Artemy V. Li, Vladimir S. Repkin, Grigory Yu. Semenov, Nikita I. Sermavkin, Vladimir A. Faerman

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Investigation of Dynamic Characteristics of an Automated Position Long-Stroke Pneumatic Actuator of Fabrication System by D. A. Korotych, V. S. Sidorenko, S. P. Prikhodko

“…An original jet sensor with an internal pneumatic connection and a pneumo-mechanic discrete-proportional device for the control loop performance were proposed. The mathematical model included the movement and braking of the piston, the balance of mass flow, the pressure at points, and the control loop. …”
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The role of parenting stress and perceived social support in affecting family function among families of patients with cleft lip and/or palate: a path analysis based on the family... by Lulu Yuan, Yan Du, Yuqin Gao, Weiren Wang, Junyan Wang, Yanjie Wang, Jinrong Yang, Xuejun Wang, Hongjun Li

“…This study aims to validate a hypothesized model of family function based on the family adjustment and adaptation response model, and identify key variables affecting family function among families of patients with cleft lip and/or palate (CL/P) in China. …”
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