Leveraging artificial intelligence for diagnosis of children autism through facial expressions by Mahmood A. Mahmood, Leila Jamel, Nazik Alturki, Medhat A. Tawfeek

“…The ViT-ResNet152 model’s convolutional and transformer processing elements worked together to improve the accuracy of the diagnosis to 91.33% and make it better at finding different cases of autism spectrum disorder (ASD).The research outcomes demonstrate that AI tools show promise for delivering highly precise and standardized methods to detect ASD at an early stage. …”
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New Analytical Method to Evaluate Casing Integrity during Hydraulic Fracturing of Shale Gas Wells by Jun Li, Xueli Guo, Gonghui Liu, Shuoqiong Liu, Yan Xi

“…Conclusions were drawn from the comparison between new and existing models. The results indicated that the existing model underestimated casing stress under the conditions of the geostress heterogeneity index at the range of 0.5–2.25, the fracturing pressure larger than 25 MPa, and a formation with large elastic modulus or small Poisson’s ratio. …”
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Deep Learning-Based, Multiclass Approach to Cancer Classification on Liquid Biopsy Data by Maksym A. Jopek, Krzysztof Pastuszak, Sebastian Cygert, Myron G. Best, Thomas Wurdinger, Jacek Jassem, Anna J. Zaczek, Anna Supernat

“…They returned a set of 60 genes with the highest impact on the models’ decision-making process. Conclusions: Our results show that deep-learning methods are a promising opportunity for cancer detection and could support clinicians’ decision-making process in finding the solution for the black-box problem. …”
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Polypyrrole/Magnetic/Tea Waste Composites for PO43− Ions Removal: Adsorption-Desorption, Kinetics, and Thermodynamics Studies by Fatima Saleem, Haq Nawaz Bhatti, Amina Khan, Lamia Ben Farhat, Zainab Mufarreh Elqahtani, Norah Alwadai, Munawar Iqbal

“…The native TW, PPY/TW, and MG/TW showed the PO43− ions removal of 7.2, 7.3, and 7.9 (mg/g), respectively, using 0.05 g adsorbent dose and 10 mg/L initial concentration of PO43− ions at pH of 6, 10, and 3, respectively, and equilibrium was reached in 90 min. Kinetics and isotherm models were employed on the PO43− ions adsorption data and PO43− ions adsorption followed the pseudo-second order kinetics, intraparticle diffusion, and Langmuir isotherm models. …”
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Second-order sliding mode optimization control of an inverted pendulum system based on fuzzy adaptive technology by Xuefeng Leng

“…IntroductionThis paper aims at the control problem of nonlinear systems with uncertainty in general, and avoids the deviation of sliding mode controller from the preset constraint region during the convergence process.MethodsA sliding mode control method based on fuzzy adaptive technique was proposed by constructing obstacle Lyapunov function (BLF). …”
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Environmental sustainable ZrO2 -phosphorous Biochar nano composite derived from sugarcane bagasse and their adsorption behavior of antidepressant drugs by Walaa A. Elhamdy

“…With 20 mg of adsorbent at 35ºC, the capacity for amitriptyline adsorption reached up to 585 mg/g. Adsorption equilibrium was reached within 120 min over a concentration range of 10 to 300 mg/L. …”
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NUEVOS HALLAZGOS EN LA RESPUESTA DE PRESIÓN EN YACIMIENTOS ESTRECHOS Y LARGOS NEW FINDING ON PRESSURE RESPONSE IN LONG, NARROW RESERVOIRS by Freddy-Humberto Escobar, Oscar Muñoz, Jairo Sepúlveda, Matilde Montealegre

“…Se encontró un comportamiento típico en Colombia en un yacimiento de la cuenca de los Llanos Orientales.<br>during the process of reservoir characterization using well test analysis, before defining the reservoir model, it is convenient to properly identify flow regimes, which appear as characteristic patterns or &#8220;fingerprints&#8221; exhibited by the pressure derivative curve, because they provide the geometry of the streamlines of the tested formation. …”
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Experimental Study on the Influence of Crack Penetration Rate on Strength Properties of Expansive Soil by HU Bo, WANG Shuai, SUN Hui, GENG Hong-bin, WANG Qing, ZHOU Hong-jun

“…It seeks to establish a predictive model for shear strength based on penetration rate, providing a scientific basis for evaluating the stability of engineering slopes. …”
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A satellite-based analysis of semi-direct effects of biomass burning aerosols on fog and low-cloud dissipation in the Namib Desert by A. Mass, A. Mass, H. Andersen, H. Andersen, J. Cermak, J. Cermak, P. Formenti, E. Pauli, E. Pauli, J. Quinting

“…The findings highlight the challenges of disentangling meteorological and aerosol effects on cloud development using observations and invite detailed modeling analyses of the underlying processes, for example, with large-eddy simulations.…”
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Integrating Palliative Care and Heart Failure: the PalliatHeartSynthesis realist synthesis by Tracey McConnell, Carolyn Blair, Geoff Wong, Claire Duddy, Clare Howie, Loreena Hill, Joanne Reid

“…The aim of the analysis was to reach theoretical saturation, that sufficient information had been captured to portray and explain the processes leading to the implementation of integrated PC in HF management and the mechanisms that can aid this implementation. …”
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Exploring voluntary sector specialist services for victim-survivors of sexual violence in England: the PROSPER co-production study by Caroline Bradbury-Jones, Sarah Damery, Kirsten Fruin, Clare Gunby, Jenny Harlock, Lucy Hebberts, Louise Isham, Anne-Marie Jones, Fay Maxted, Amelia Mighty, Priti Parmar, Laura Patterson, Jason Schaub, Fee Scott, Harriet Smailes, Debs Smith, Julie Taylor

“…Explore the usefulness of different approaches to service delivery and different therapy models. Explore how different principles underlying service provision influence service delivery. …”
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A fast retrieval method for multilevel redundant data in grid resource business middle office based on improved decision tree algorithm by Wei Sun, Hui Liu, Yu Wang, Weihao Shi, Xiao Wang, Zhiwei Zou

“…The ant colony algorithm optimizes the pruning parameters of the decision tree model, and after obtaining optimal pruning parameters, processes the grid resource business middle-platform data decision tree to generate an improved version. …”
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Global Semantic Classification of Fluvial Landscapes with Attention-Based Deep Learning by Patrice E. Carbonneau

“…F1-scores for independent test data not used in model training reach 92% for rivers and 96% for lakes. …”
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The nocturnal occurrence of debris flows: evidence from western China by Qian Chen, Dongri Song, Li Wei, Hu Jiang, Hui Tang, Yongsheng Wang

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Calving driven by horizontal forces in a revised crevasse-depth framework by D. A. Slater, T. J. W. Wagner

“…<p>Calving is a key process for the future of our ice sheets and oceans, but representing it in models remains challenging. …”
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La communication et le succès des équipes interdisciplinaires by Maude St-Cyr Bouchard, Johanne Saint-Charles

“…This study combines a large literature review and a case study of a workgroup having successfully benefit from its interdisciplinarity to reach its goal. We propose an articulation of the various processes of workgroups with regards to the benefits and obstacles of interdisciplinarity. …”
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THE BUSINESS ECOSYSTEM APPROACH APPLIED TO THE INDUSTRIAL HERITAGE MANAGEMENT by Maria Concetta Perfetto, Angelo Presenza

“…Our approach comprises new organizational forms that do not easily fit with the traditional business models. The IH capitalization consists in the ability to tie the meaning and destiny of IH to contemporary processes of local development, in which the policies of reuse are contextualized in wider processes of socio-economic and territorial transformation. …”
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Exploring a cost-effective way for nutrient management with machine learning for container plants by Ping Yu, Kuan Qin

“…This imaging system with machine learning models offered a cost-effective, real-time monitoring, and decision-making control platform for precision nutrient management for greenhouse plants.…”
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Banana bunch image and video dataset for variety classification and gradingMendeley Data by D.S. Guru, Saritha N

“…The global banana market valued at USD 140.83 billion in 2024 is projected to reach USD 147.74 billion by 2030. Accurate variety identification and quality grading are crucial for marketing, pricing, and operational efficiency in food processing industries [9]. …”
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Inferring the dynamics of diversification: a coalescent approach. by Hélène Morlon, Matthew D Potts, Joshua B Plotkin

“…The evidence for expanding-diversity models suggests that an upper limit to biodiversity has not yet been reached, or that no such limit exists.…”
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