Physics-Informed Neural Networks for Modal Wave Field Predictions in 3D Room Acoustics by Stefan Schoder

“…Different methods like hyperparameter optimization, adaptive refinement, Fourier feature engineering, and locally adaptive activation functions with slope recovery are tested to tailor the PINN’s accuracy to an experimentally validated finite element analysis reference solution computed with openCFS. The hyperparameter study and optimization are conducted regarding the network depth and width, the learning rate, the used activation functions, and the deep learning backends (PyTorch 2.5.1, TensorFlow 2.18.0 1, TensorFlow 2.18.0 2, JAX 0.4.39). …”
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Multimodal data deep learning method for predicting symptomatic pneumonitis caused by lung cancer radiotherapy combined with immunotherapy by Mingyu Yang, Jianli Ma, Chengcheng Zhang, Liming Zhang, Jianyu Xu, Shilong Liu, Jian Li, Jiabin Han, Songliu Hu

“…This process was repeated five times, and the results from these iterations were aggregated to compute the average values of performance metrics, thereby assessing the overall performance and stability of the model.ResultsThe multimodal fusion model developed in this research, which incorporated depth image characteristics, radiomics properties, and clinical data, demonstrated an AUC of 0.922 (95% CI: 0.902-0.945, P value < 0.001). …”
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Harnessing genomic and bioinformatic data to broaden understanding of leukaemia across continents by Gumelar Gugun, Ulfa Mia Maria, Amukti Danang Prasetyaning, Irham Lalu Muhammad, Yuliani Sapto, Adikusuma Wirawan, Khairi Sabiah, Darmawi Darmawi, Chong Rockie, Ates Ilker, Singh Dilpreet, Chavan Aditya Ashok

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An Arctic sea ice concentration data record on a 6.25 km polar stereographic grid from 3 years of Landsat-8 imagery by H.-S. Jung, S.-M. Lee, S.-M. Lee, J.-H. Kim, K. Lee

“…The classified data were projected onto a 6.25 km polar stereographic grid, and SIC for each grid cell was obtained by counting ice-classified pixels within the grid. SIC was only computed for grid cells where more than 99 % of their area was covered with Landsat-8 pixels to limit the uncertainty in SIC arising from grids that are not fully concentrated with Landsat-8 pixels. …”
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Partner conflict during their index pregnancy and its correlates among a cohort of six weeks postpartum women in Ethiopia by Solomon Abrha Damtew, Niguse Tadele Atnafu, Mahari Yihdego Gidey, Tesfamichael Awoke Sisay, Metages Yohannes

“…This study used Performance Monitoring for Action Ethiopian (PMA_ET) merged cohort one baseline and six weeks postpartum data which had enrolled and collected data from currently pregnant women. Frequencies were computed to describe the study participant’s characteristics, and chi-square statistics was calculated to assess cell sample size adequacy. …”
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Hooks, Lines, and Sinkers: How Active Galactic Nucleus Feedback and Cosmic-Ray Transport Shape the Far-infrared–Radio Correlation of Galaxies by Sam B. Ponnada, Rachel K. Cochrane, Philip F. Hopkins, Iryna S. Butsky, Sarah Wellons, N. Nicole Sanchez, Cameron Hummels, Yue Samuel Lu, Dušan Kereš, Christopher C. Hayward

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Characterizing local forest structural complexity based on multi-platform and -sensor derived indicators by Patrick Kacic, Ursula Gessner, Christopher R. Hakkenberg, Stefanie Holzwarth, Jörg Müller, Kerstin Pierick, Dominik Seidel, Frank Thonfeld, Michele Torresani, Claudia Kuenzer

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Effectiveness of the Modified WHO Labour Care Guide to Detect Prolonged and Obstructed Labour Among Women Admitted at Eight Publicly Funded, Midwife-Led Community Health Facilities... by Mugyenyi GR, Tumuhimbise W, Atukunda EC, Tibaijuka L, Ngonzi J, Kayondo M, Kanyesigye M, Musimenta A, Yarine FT, Byamugisha JK

“…Godfrey R Mugyenyi,1,2 Wilson Tumuhimbise,3 Esther C Atukunda,2,4 Leevan Tibaijuka,1 Joseph Ngonzi,1 Musa Kayondo,1 Micheal Kanyesigye,2 Angella Musimenta,3 Fajardo T Yarine,1 Josaphat K Byamugisha5 1Obstetrics and Gynaecology Department, Mbarara University of Science and Technology, Mbarara, Uganda; 2Support Mom’s Project, Mbarara University of Science and Technology, Mbarara, Uganda; 3Computing and Informatics Department, Mbarara University of Science and Technology, Mbarara, Uganda; 4Pharmacy department, Mbarara University of Science and Technology, Mbarara, Uganda; 5Obstetrics and Gynaecology department, Makerere University College of Health Sciences, Kampala, UgandaCorrespondence: Godfrey R Mugyenyi, Email gmugyenyi@must.ac.ugBackground: Obstructed labour, a sequel of prolonged labour, remains a significant contributor to maternal and perinatal deaths in low resource settings.Objective: We evaluated the modified WHO labour care guide (LCG) in detecting prolonged/obstructed labour compared to the traditional partograph at publicly funded maternity centers in Southwestern Uganda.Methods: LCG was deployed to monitor labour by trained health care providers in 2023. …”
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Combining genomics and epidemiology to investigate a zoonotic outbreak of rabies in Romblon Province, Philippines by Mirava Yuson, Criselda T. Bautista, Eleanor M. Rees, Carlijn Bogaardt, Van Denn D. Cruz, Rowan Durrant, Anna Formstone, Daria L. Manalo, Duane R. Manzanilla, Mikolaj Kundergorski, Leilanie Nacion, Hannaniah Aloyon, Jude Karlo Bolivar, Jeromir Bondoc, Christina Cobbold, Efraim Panganiban, Shynie Vee. M. Telmo, Jobin Maestro, Mary Elizabeth G. Miranda, Nai Rui Chng, Kirstyn Brunker, Katie Hampson

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Spatial Characterization of Woody Species Diversity in Tropical Savannas Using GEDI and Optical Data by Franciel Eduardo Rex, Carlos Alberto Silva, Eben North Broadbent, Ana Paula Dalla Corte, Rodrigo Leite, Andrew Hudak, Caio Hamamura, Hooman Latifi, Jingfeng Xiao, Jeff W. Atkins, Cibele Amaral, Ernandes Macedo da Cunha Neto, Adrian Cardil, Angelica M. Almeyda Zambrano, Veraldo Liesenberg, Jingjing Liang, Danilo Roberti Alves De Almeida, Carine Klauberg

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Knowledge, attitude, and perception of Pakistani populations toward monkeypox: a cross-section study by Humayun Yousaf, Abdul Qadeer, Muhammad Sohail, Maqbool Khan, Muhammad Farooq, Zakir Khan, Dalia Fouad, Yu-Chia Liu, Chien-Chin Chen, Chien-Chin Chen, Chien-Chin Chen, Chien-Chin Chen

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WASA’IL ITHBAT DALAM UNDANG-UNDANG KETERANGAN ISLAM: ANALISIS PERUNDANGAN TERHADAP KEABSAHAN DOKUMEN ELEKTRONIK DI MAHKAMAH SYARIAH MALAYSIA by Mohamad Aniq Aiman Alias, Wan Abdul Fattah Wan Ismail, Ahmad Syukran Baharuddin, Muzaffar Syah Mallow

“…Their convenient and rapid accessibility via electronic devices such as computers, smartphones, or tablets enables interested parties to obtain necessary information with ease. …”
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Effects of stress hyperglycemia ratio upon long-lasting prognosis in coronary artery disease patients with or lacking chronic renal impairment: findings from a Chinese multi-center... by Jielan Wu, Jin Liu, Ziyao Yuan, Shangyi Tang, Weipeng Zhang, Yulong Xiang, Jinming Chen, Qiqiang Lin, Wei Guo, Yibo He, Haozhang Huang, Xiaozhao Lu, Jingru Deng, Huangtao Ruan, Rengui Jiang, Shiqun Chen, Yong Liu

“…Methods We assessed 45,780 adults with CAD from a Chinese multi-center registry. SHR was computed via a formula [SHR = (admission glucose) (mmol/L) / (1.59 * HbA1c [%] – 2.59)]. …”
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Recruiting Young People for Digital Mental Health Research: Lessons From an AI-Driven Adaptive Trial by Wu Yi Zheng, Artur Shvetcov, Aimy Slade, Zoe Jenkins, Leonard Hoon, Alexis Whitton, Rena Logothetis, Smrithi Ravindra, Stefanus Kurniawan, Sunil Gupta, Kit Huckvale, Eileen Stech, Akash Agarwal, Joost Funke Kupper, Stuart Cameron, Jodie Rosenberg, Nicholas Manoglou, Manisha Senadeera, Svetha Venkatesh, Kon Mouzakis, Rajesh Vasa, Helen Christensen, Jill M Newby

“…Recruitment data, including engagement metrics collected by Meta (Facebook and Instagram), advertising costs, and Qualtrics data on recruitment methods and survey completion rates, were analyzed using RStudio with R (version 3.6.3; R Foundation for Statistical Computing). ResultsIn total, 1314 eligible participants (aged 22.79, SD 4.71 years; 1079, 82.1% female) were recruited to 2 pilot trials and 6 minitrials. …”
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Risk Communication and Community Engagement (RCCE) implementations to control cholera outbreak in Oromia region, Ethiopia by Dabesa Gobena, Esayas Kebede Gudina, Getahun Fetensa, Tizta Tilahun Degfie, Tessema Debela, Afework Tamiru, Zenebu Begna Bayissa, Dereje Diriba, Tarekegn Sarbessa, Daniel Bekele, Natinel Teferi, Achalu Layesa, Abate Zewdie, Dawit Worku Ayele, Meron Debebe Mersha, Chala Bafikadu, Senahara Korsa Wake, Lemi Abebe, Tesfaye Kebebew, Tefera Goshu, Birhanu Kenate, Yadeta Dessie, Zeleke Mekonnen

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Reverberation Evidence for Stream Collision and Delayed Disk Formation in Tidal Disruption Events by Hengxiao Guo, Jingbo Sun, Shuangliang Li, Yan-Fei Jiang, Tinggui Wang, Defu Bu, Ning Jiang, Yanan Wang, Yuhan Yao, Rongfeng Shen, Minfeng Gu, Mouyuan Sun

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Aminoglycoside tolerance in Vibrio cholerae engages translational reprogramming associated with queuosine tRNA modification by Louna Fruchard, Anamaria Babosan, Andre Carvalho, Manon Lang, Blaise Li, Magalie Duchateau, Quentin Giai Gianetto, Mariette Matondo, Frederic Bonhomme, Isabelle Hatin, Hugo Arbes, Céline Fabret, Enora Corler, Guillaume Sanchez, Virginie Marchand, Yuri Motorin, Olivier Namy, Valérie de Crécy-Lagard, Didier Mazel, Zeynep Baharoglu

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On Bridge Graphs with Local Antimagic Chromatic Number 3 by Wai-Chee Shiu, Gee-Choon Lau, Ruixue Zhang

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Climate model downscaling in central Asia: a dynamical and a neural network approach by B. Fallah, B. Fallah, M. Rostami, M. Rostami, E. Russo, P. Harder, C. Menz, P. Hoffmann, I. Didovets, F. F. Hattermann, F. F. Hattermann

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Diethyldithiocarbamate-copper complex ignites the tumor microenvironment through NKG2D-NKG2DL axis by Daciana C. Dumut, Daciana C. Dumut, Marian Hajduch, Marian Hajduch, Amanda M. Zacharias, Qingling Duan, Qingling Duan, Ivo Frydrych, Zuzana Rozankova, Zuzana Rozankova, Miroslav Popper, Miroslav Popper, Dusan Garic, Radu Alexandru Paun, Radu Alexandru Paun, Amanda Centorame, Amanda Centorame, Juhi Shah, Martin Mistrik, Martin Mistrik, Petr Dzubak, Petr Dzubak, Juan B. De Sanctis, Juan B. De Sanctis, Danuta Radzioch, Danuta Radzioch, Danuta Radzioch, Danuta Radzioch

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