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    Application of NARX in Seepage Prediction of Earth-Rockfill Dams by ZHAO Pu, GU Yanchang, WU Yunxing

    Published 2022-01-01
    “…Seepage monitoring is an important means to master the safety state of a dam.As the seepage pressure of earth-rockfill dams lags behind the reservoir water level,a nonlinear auto-regressive neural network with exogenous inputs (NARX),a network characterized by delayed input,is introduced to effectively predict the seepage pressure of the dams.In the case of a reservoir dam,with the influencing factors such as the reservoir water level and rainfall in a certain period of history as the input sequence and the measured value of seepage pressure as the output sequence,the multi-factor and single-factor models of the NARX network are built separately for fitting training and multi-step prediction.Then,the prediction results are compared with those of the traditional regression model and the traditional BP neural network.The results reveal that the NARX model outperforms the two traditional models under the three accuracy indexes of RMSE,MAE,and MAPE.Moreover,the NARX model still has good performance under the condition of a single factor.The delayed input characteristic of the NARX network can simulate the hysteresis of dam seepage to a certain extent,and the network has a good application effect for seepage pressure prediction of earth-rockfill dams.…”
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    Ghavimi and Textualism by Hassan Zokhtareh

    Published 2020-10-01
    “…Contrary to many books that only explain the theories, Ghavimi in her three books, Sher No Dar Bouteh Naghd (Modern Poetry Criticism), Ava and Elgha (Sound and Suggestion), and Gozari Bar Dastan Nevisi (A study on Writing a story), after introducing Russian Formalism and French Structuralism to readers, in order to prove their effectiveness in literary research, uses them in examining and analyzing different types of Persian literature texts. …”
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    Drug Reaction With Eosinophilia and Systemic Symptom (DRESS) pada Tuberkulosis Payudara dalam Pengobatan by Rudi Erwin Kurniawan, Raveinal Raveinal

    Published 2020-01-01
    “…Sindroma DRESS sering disebabkan oleh obat seperti trimetropim, allopurinol, metronidazol, dapson dan abacavir. Penyaki ini juga dapat terjadi akibat reaksi silang obat, seperti obat anti konvulsan (carbamazepin, fenitoin, fenobarbital) dan obat anti inflamasi non steroid (piroksikam). …”
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    Alman Medyasının Eleştirel Söylem Analizi: 24 Haziran 2018 Türkiye Genel Seçimleri by Soner Tauscher, Osman Erdoğdu, Şebnem Korkmaz

    Published 2019-06-01
    “…2010 sonrasında gerçekleşen Arap Baharı, Suriye İç Savaşı, Mülteci Krizi ve DAEŞ’in yükselişi gibi olaylar Ortadoğu devletlerinin yönetimlerini istikrarsızlaştırırken bir güç boşluğu da ortaya çıkarmıştır. …”
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