LoRA Fusion: Enhancing Image Generation by Dooho Choi, Jeonghyeon Im, Yunsick Sung

“…The technique offers a more efficient and scalable solution for domain adaptation in large language models, effectively maintaining stability and performance as it adapts to new tasks. …”
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Implementation of Intrusion detection and prevention with Deep Learning in Cloud Computing by Doddi Srilatha, N. Thillaiarasu

“…With our approach, we can apply a variety of machine learning techniques like linear regression, Random Forest and ID3. The efficient IDPS is indeed implemented and tested in a network environment utilizing several machine learning methods. …”
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The Role of Regional Original Income, Regional Size, and Transfer Funds in Improving Regional Financial Performance by Rahmi Nur Islami, Rudy Bin Ansar, Tengku Putri Azizah

“…The data used is secondary quantitative data, and the analysis is conducted using multiple linear regression with classical assumption tests. …”
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Flexibility-Constrained Energy Management of Smart Energy Hubs Considering Peer to Peer Transactive Energy and Demand Response Program by Ali Riki, Mahmoud Oukati Sadegh, Omid Narouei

“…One of the primary concerns for investors is the efficient utilization of EH to effectively manage energy carriers, particularly in transactions with the upstream grid. …”
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Forecasting the effects of land use scenarios on farmland birds reveal a potential mitigation of climate change impacts. by Karine Princé, Romain Lorrillière, Morgane Barbet-Massin, François Léger, Frédéric Jiguet

“…To meet ecological requirements of a larger number of species, agricultural policies accounting for regional disparities and landscape structure appear more efficient than global policies uniformly implemented at national scale. …”
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Decoding Depression from Different Brain Regions Using Hybrid Machine Learning Methods by Qi Sang, Chen Chen, Zeguo Shao

“…This study provides a solid foundation for developing more efficient and portable methods for detecting depression, offering new perspectives and approaches for EEG-based MDD detection, and contributing to the improvement in objectivity and precision in depression diagnosis.…”
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CERAMIC: Case-Control Association Testing in Samples with Related Individuals, Based on Retrospective Mixed Model Analysis with Adjustment for Covariates. by Sheng Zhong, Duo Jiang, Mary Sara McPeek

“…CERAMIC is computationally efficient for genomewide analysis in samples of related individuals of almost any configuration, including small families, unrelated individuals and even large, complex pedigrees. …”
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An IGDT‐stochastic model for low‐carbon economic dispatch of integrated electricity‐natural gas systems considering grid‐enhancing technologies by Amir Talebi, Masoud Agabalaye‐Rahvar, Behnam Mohammadi‐Ivatloo, Kazem Zare, Amjad Anvari‐Moghaddam

“…To manage uncertainties associated with wind power and DR program, the proposed model is formulated as an IGDT‐stochastic problem. For efficient computation purposes, the present work follows the mixed‐integer linear programming framework. …”
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A Multi-Scale Time–Frequency Complementary Load Forecasting Method for Integrated Energy Systems by Enci Jiang, Ziyi Wang, Shanshan Jiang

“…Robust in long-step (96 h) forecasting, it reduces MAE by 30% compared to conventional methods, offering an efficient tool for real-time IES scheduling and risk decision-making.…”
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Enhanced COVID-19 Optimization Algorithm for Solving Multi-Objective Optimal Power Flow Problems with Uncertain Renewable Energy Sources: A Case Study of the Iraqi High-Voltage Gri... by Basim ALBaaj, Orhan Kaplan

“…Thirteen different cases were analyzed, and the results demonstrate that ENHCOVIDOA is notably more efficient and effective than other optimization algorithms in the literature.…”
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EFFECT OF INFLIXIMAB ON PARAMETERS OF REMODELING OF ARTERIAL BLOODSTREAM, RANKL AND OSTEOPROTEGERIN LEVELS IN PATIENTS WITH RHEUMATOID ARTHRITIS by Larisa Aleksandrovna Knyazeva, N S Meshcherina

“…The results prove the reasonability of using INF at early stages of RA in order to optimize the therapy and achieve more efficient control of cardiovascular complications.…”
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Assessing long-term hydrological dynamics and water quality using Google Earth Engine: A case study of Ilgın Lake (1985–2024) by O. F. Atiz, S. Durduran

“…Recent advancements in cloud-based platforms like Google Earth Engine (GEE) enable efficient, scalable remote sensing analyses and democratize access to a wide range of data sources. …”
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Molecular rotor as a high-temperature Brownian motor by O. Ye. Tsomyk, T. Ye. Korochkova, V. M. Rozenbaum

“…It is shown that, at a stepped change of an alternating electric field, the values of the angular velocity are higher, for any frequency of the applied field, than those at a harmonic change, and a dichotomic mode of the electric field changing is generally more efficient one, resulting in the optimal mode of rotor operation. …”
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Ultrasound assisted magnetic dispersive solid phase microextraction for Hg determination in fuel oils using inductively coupled plasma optical emission spectroscopy by Mxolisi J. Kiwanuka, Philiswa N. Nomngongo, Nomvano Mketo

“…Herein we present a highly selective and efficient magnetic graphene oxide coated with gold (Fe3O4/GO-Au) nano adsorbent and its application to a dispersive solid-phase microextraction of mercury in fuel oils. …”
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An Optimized GWO-BPNN Model for Predicting Corrosion Fatigue Performance of Stay Cables in Coastal Environments by Liping Zhou, Guowen Yao

“…By leveraging GWO for efficient hyperparameter optimization, the model effectively reduces overfitting and strengthens robustness under varying conditions. …”
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PanOpt: A Nationwide Joint Optimization of Dynamic Bed Allocation and Patient Transfer in Pandemics by Saja Taweel, Mohammad J. Abdel-Rahman, Noor Alawi, Jude Daghlas, Ahmad Ghunaim

“…Our proposed framework minimizes total healthcare system costs while reducing cross-infection risks and ensuring efficient utilization of resources. PanOpt is evaluated under various system parameters and benchmarked against two models. …”
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An Integrated Multi-Product Biodiesel and Bioethanol Supply Chain Model with Torrefaction Under Uncertainty by Farima Salamian, Masoud Rabbani, Amirmohammad Paksaz

“…The proposed mixed-integer linear programming model aims to minimize the total cost of the supply chain while maximizing social objectives such as reducing unemployment. …”
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Earthquake Ground Motion Matching on a Small Electric Shaking Table Using a Combined NN-PDFF Controller by Selma H. Larbi, Nouredine Bourahla, Hacine Benchoubane, Khireddine Choutri, Mohammed Badaoui

“…The latter is a biaxial shaking table driven by linear motors and controlled by a proportional-derivative-feedforward (PDFF) controller that is very efficient in reproducing displacement waveforms on the detriment of the simulation of the prescribed acceleration ground motions. …”
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The Influence of Asset Management, Solvency, and Liquidity on Financial Performance in Food and Beverage Sub-Sector Companies Listed on the Indonesia Stock Exchange in 2021-2023 by Yanita Paulina Br Sebayang, Retnawati Siregar, Hasbiana Dalimunthe, Shabrina Tri Asti Nasution

“…These findings indicate that efficient asset management, a healthy capital structure, and the company's ability to meet short-term obligations are important factors in improving financial performance. …”
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Coupling of Advanced Guidance and Robust Control for the Descent and Precise Landing of Reusable Launchers by Alice De Oliveira, Michèle Lavagna

“…A cost function strategy analysis is performed to find out the most efficient one to be implemented in closed-loop with the robust control system and the vehicle flight mechanics involved. …”
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