Projection and assessment of future droughts in Iowa: developing a machine learning model and an interactive application by Ingrid Cintura, Antonio Arenas

“…It exhibited strong performance in the projection of drought conditions across Iowa’s Hydrologic Unit Code 08 watersheds. Drought conditions for the period 2030–2050 were projected using three general circulation models (GCMs): MPI-ESM1-2-HR, BCC-CSM2-MR, and CNRM-ESM2-1. …”
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386 Developing an assessment tool for NIH data management and sharing plans to understand current data practices and needs by Michelle Yee, Alisa Surkis, Fred LaPolla

“…Seven library workers were trained and completed paired review samples of 27 DMS Plans (54 evaluations total) in order to test for tool reliability. …”
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InMAP: A model for air pollution interventions. by Christopher W Tessum, Jason D Hill, Julian D Marshall

“…The InMAP model source code and input data are freely available online under an open-source license.…”
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CFP-SwinT: building damage classification during floods using cross fusion pyramid Swin-T by Chuyi Wu, Zeyu Wang, Junshi Xia, Feng Zhang

“…This approach avoids sample labeling, which can benefit decision-making efficiency during disasters. The code for the proposed method is available at https://github.com/WuChuYi/Cross-Fusion-Pyramid-Swin-Transformer.…”
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A reliable approach for identifying acute lymphoblastic leukemia in microscopic imaging by Mimosette Makem, Levente Tamas, Lucian Bușoniu

“…In this study, we deployed a pre-trained CNN model (MobileNet) that has a small size and low complexity, making it suitable for mobile applications and embedded systems. …”
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Uncovering Barriers to Maternal Mortality Audits: An Unseen Challenge by Salsabila Dinda Nuril Ishlahi, Metta Octora, Ratih Barirah, Ario Danianto

“…The results showed that the problems faced by the MPDSR team, including ineffective of MPDSR socialization, budget limitations of MPDSR activities, feature issues in the MPDN, the ratio between labor and workload was less than ideal, incomplete and delayed collection of maternal mortality data, lack of communication between MPDSR teams, health workers have not been trained in the data entry process, labor outside of medical supervision, no monitoring of maternal mortality cases in wards other than obgyn, health workers did not understand the ICD-10 code, the assessment was still conducted in a hybrid, not all maternal death cases were assessed, blaming culture, and suboptimal monitoring of the sustainability of MPDSR recommendation. …”
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GPCR-A17 MAAP: mapping modulators, agonists, and antagonists to predict the next bioactive target by Ana B. Caniceiro, Ana M. B. Amorim, Nícia Rosário-Ferreira, Irina S. Moreira

“…By guiding experimental validation, GPCR-A17 MAAP accelerates drug discovery for various therapeutic targets. The code and data are available on GitHub ( https://github.com/MoreiraLAB/GPCR-A17-MAAP ). …”
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Identifying Bias in Deep Neural Networks Using Image Transforms by Sai Teja Erukude, Akhil Joshi, Lior Shamir

“…Therefore, the method can distinguish between contextual information and the bias, and can reveal the presence of background bias even without the need to separate sub-image parts from the blank background of the original images. The code used in the experiments is publicly available.…”
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Detection of axonal synapses in 3D two-photon images. by Cher Bass, Pyry Helkkula, Vincenzo De Paola, Claudia Clopath, Anil Anthony Bharath

“…In conclusion, in this article we demonstrate that our approach, which is independent of axon tracing, can detect boutons to a high level of accuracy, and improves on the detection performance of existing approaches. The data and code (with an easy to use GUI) used in this article are available from open source repositories.…”
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Pyrolysis Kinetics of Pine Waste Based on Ensemble Learning by Alok Dhaundiyal, Laszlo Toth

“…Similarly, the activation energies derived through the trained models of Friedman, OFW, and KAS were 176 kJ-mol⁻¹, 151.60 kJ-mol⁻¹, and 142.04 kJ-mol⁻¹, respectively, for raw pine cone. …”
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Decoding words during sentence production with ECoG reveals syntactic role encoding and structure-dependent temporal dynamics by Adam M. Morgan, Orrin Devinsky, Werner K. Doyle, Patricia Dugan, Daniel Friedman, Adeen Flinker

“…In non-canonical sentences (passives), we further observed a spatial code for syntactic roles, with subjects selectively encoded in inferior frontal gyrus (IFG) and objects selectively encoded in middle frontal gyrus (MFG). …”
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Always Clear Days: Degradation Type and Severity Aware All-in-One Adverse Weather Removal by Yu-Wei Chen, Soo-Chang Pei

“…The proposed method can even restore previously unseen combined multiple degradation images, and modulate restoration level. Implementation code and pre-trained weights will be available at <uri>https://github.com/fordevoted/UtilityIR</uri>.…”
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Legal Literacy in Indonesia: Leveraging Semantic-Based AI and NLP for Enhanced Civil Law Access by Rozaq Abdul, Fitri Rahimi, Akbar Muhammad Sohiburroihan, Sumari Mohammad Hollandi, Khafiyya Nida’an, Wardiah Isna, Sholihin Fuad

“…The system transforms legal texts from the Indonesian Civil Code into 256-dimensional vectors and uses cosine similarity to match user queries with relevant articles. …”
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Boosting Digital Health Engagement Among Older Adults in Hong Kong: Pilot Pre-Post Study of the Generations Connect Project by Aaron Wan Jia He, Runqi Yuan, Tzu Tsun Luk, Kelvin Man Ping Wang, Sophia Siu Chee Chan

“…MethodsIn this study, 101 older adults (n=64, 63.4% female) with a median age of 80 (IQR 77-85) years received an intergenerational, home-based eHealth literacy intervention package, delivered by trained university student interventionists. The intervention (median 60, IQR 40.8-70 minutes) included personalized guidance on using mobile health apps, QR code scanners and instant messaging, and access to online health information, along with recommendations for physical and mental well-being. …”
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DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUs by Corne Verburg, Alexander Heinlein, Eric C. Cyr

“…The code is available at <monospace><uri>https://github.com/corne00/DDU-Net</uri></monospace>…”
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Delving into Underwater Image Utility: Benchmark Dataset and Prediction Model by Jiapeng Liu, Yi Liu, Qiuping Jiang

“…The OD-UIUA dataset and the source code of our DeepUIUA model will be released.…”
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Real-Time Acoustic Detection of Critical Incidents in Smart Cities Using Artificial Intelligence and Edge Networks by Ioannis Saradopoulos, Ilyas Potamitis, Stavros Ntalampiras, Iraklis Rigakis, Charalampos Manifavas, Antonios Konstantaras

“…These devices host an audio transformer model trained on the AudioSet dataset, enabling the real-time classification and timestamping of audio events with high accuracy. …”
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Physics consistent machine learning framework for inverse modeling with applications to ICF capsule implosions by Daniel A. Serino, Evan Bell, Marc Klasky, Ben S. Southworth, Balasubramanya Nadiga, Trevor Wilcox, Oleg Korobkin

“…We show that the machine learning architectures are able to accurately infer initial conditions and EOS parameters, and that the estimated parameters can be used in a hydrodynamics code to obtain density fields, shocks, and material interfaces that satisfy thermodynamic and hydrodynamic consistency. …”
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HierbaNetV1: a novel feature extraction framework for deep learning-based weed identification by Justina Michael, Thenmozhi Manivasagam

“…Leveraging the two traits, this research proposes a novel feature extraction framework code-named ‘HierbaNetV1’ that retrieves and learns effective features from an input image. …”
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DETERMINING TEACHING SCHEDULE AT STATE SENIOR HIGH SCHOOL 1 DEPOK USING ASSIGNMENT THEORY WITH HUNGARIAN METHOD AND NEW IMPROVED ONES ASSIGNMENT METHOD ASSISTED BY PYTHON by Catherine Richelle Hindarto, Febi Sanjaya

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