What Role Does Hydrological Science Play in the Age of Machine Learning? by Nearing, Grey S., Kratzert, Frederik, Sampson, Alden Keefe, Pelissier, Craig S., Klotz, Daniel, Frame, Jonathan M., Prieto, Cristina, Gupta, Hoshin V.

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Deep learning rainfall–runoff predictions of extreme events by Frame, Jonathan M, Kratzert, Frederik, Klotz, Daniel, Gauch, Martin, Shelev, Guy, Gilon, Oren, Qualls, Logan M, Gupta, Hoshin V, Nearing, Grey S

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Rapid Inundation Mapping Using the US National Water Model, Satellite Observations, and a Convolutional Neural Network by Frame, Jonathan M., Nair, Tanya, Sunkara, Veda, Popien, Philip, Chakrabarti, Subit, Anderson, Tyler, Leach, Nicholas R., Doyle, Colin, Thomas, Mitchell, Tellman, Beth

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Post‐Processing the National Water Model with Long Short‐Term Memory Networks for Streamflow Predictions and Model Diagnostics by Frame, Jonathan M., Kratzert, Frederik, Raney, Austin, Rahman, Mashrekur, Salas, Fernando R., Nearing, Grey S.

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Hierarchical Fractional Advection-Dispersion Equation (FADE) to Quantify Anomalous Transport in River Corridor over a Broad Spectrum of Scales: Theory and Applications by Zhang, Yong, Zhou, Dongbao, Wei, Wei, Frame, Jonathan M., Sun, Hongguang, Sun, Alexander Y., Chen, Xingyuan

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On strictly enforced mass conservation constraints for modelling the Rainfall‐Runoff process by Frame, Jonathan M., Kratzert, Frederik, Gupta, Hoshin V., Ullrich, Paul, Nearing, Grey S.

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Technical note: Data assimilation and autoregression for using near-real-time streamflow observations in long short-term memory networks by Nearing, Grey S, Klotz, Daniel, Frame, Jonathan M, Gauch, Martin, Gilon, Oren, Kratzert, Frederik, Sampson, Alden Keefe, Shalev, Guy, Nevo, Sella

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Hydrology research articles are becoming more topically diverse by Rahman, Mashrekur, Frame, Jonathan M., Lin, Jimmy, Nearing, Grey S.

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A distributed domain model coupling open channel flow and groundwater flow to quantify the impact of lateral hydrologic exchange on hydrograph by Wei, Song, Zheng, Yi, Liang, Xiuyu, Xu, Peng, Tian, Yong, Frame, Jonathan M., Zhang, Yong

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Nuclear FAK Controls Chemokine Transcription, Tregs, and Evasion of Anti-tumor Immunity by Serrels, Alan, Lund, Tom, Serrels, Bryan, Byron, Adam, McPherson, Rhoanne C., von Kriegsheim, Alexander, Gómez-Cuadrado, Laura, Canel, Marta, Muir, Morwenna, Ring, Jennifer E., Maniati, Eleni, Sims, Andrew H., Pachter, Jonathan A., Brunton, Valerie G., Gilbert, Nick, Anderton, Stephen M., Nibbs, Robert J.B., Frame, Margaret C.

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Tocilizumab for Treatment of Mechanically Ventilated Patients With COVID-19 by Somers, Emily C, Eschenauer, Gregory A, Troost, Jonathan P, Golob, Jonathan L, Gandhi, Tejal N, Wang, Lu, Zhou, Nina, Petty, Lindsay A, Baang, Ji Hoon, Dillman, Nicholas O, Frame, David, Gregg, Kevin S, Kaul, Dan R, Nagel, Jerod, Patel, Twisha S, Zhou, Shiwei, Lauring, Adam S, Hanauer, David A, Martin, Emily, Sharma, Pratima, Fung, Christopher M, Pogue, Jason M

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Proton induced DNA double strand breaks at the Bragg peak: Evidence of enhanced LET effect by Frame, Cara M., Chen, Yu, Gagnon, Jonathan, Yuan, Y., Ma, Tianjun, Dritschilo, Anatoly, Pang, Dalong

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Geological Net Zero and the need for disaggregated accounting for carbon sinks by Allen, Myles R, Frame, David J, Friedlingstein, Pierre, Gillett, Nathan P, Grassi, Giacomo, Gregory, Jonathan M, Hare, William, House, Jo, Huntingford, Chris, Jenkins, Stuart, Jones, Chris D, Knutti, Reto, Lowe, Jason A, Matthews, H Damon, Meinshausen, Malte, Meinshausen, Nicolai, Peters, Glen P, Plattner, Gian-Kasper, Raper, Sarah, Rogelj, Joeri, Stott, Peter A, Solomon, Susan, Stocker, Thomas F, Weaver, Andrew J, Zickfeld, Kirsten

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Thousands of small, novel genes predicted in global phage genomes by Bhatt, Ami S., Kyrpides, Nikos C., Sengupta, Aditi, Sczyrba, Alexander, Maria da Silva, Aline, Buchan, Alison, Gaudin, Amelie, Brune, Andreas, Hirsch, Ann M., Neumann, Anthony, Shade, Ashley, Campbell, Barbara, Baker, Brett, Hedlund, Brian P., Crump, Byron C., Currie, Cameron, Kelly, Charlene, Craft, Chris, Francis, Christopher, Schadt, Christopher W., Averill, Colin, Mobilian, Courtney, Buckley, Dan, Hunt, Dana, Noguera, Daniel, Beck, David, Valentine, David L., Walsh, David, Sumner, Dawn, Lymperopoulou, Despoina, Bhaya, Devaki, Bryant, Donald A., Brodie, Eoin, Young, Erica, Lilleskov, Erik, Chen, Feng, Stewart, Frank, Nicol, Graeme W., Teeling, Hanno, Liao, Hui-Ling, Beman, J. Michael, Stegen, James, Tiedje, James, Jansson, Janet, VanderGheynst, Jean, Norton, Jeanette, Blanchard, Jeffrey, Macalady, Jennifer, Pett-Ridge, Jennifer, Rich, Jeremy, Payet, Jérôme P., Gladden, John D., Raff, Jonathan D., Klassen, Jonathan L., Tarn, Jonathan, Neufeld, Josh, Gravuer, Kelly, Hofmockel, Kirsten, Chen, Ko-Hsuan, Konstantinidis, Konstantinos, Partida-Martinez, Laila P., Meredith, Laura, Chistoserdova, Ludmila, Moran, Mary Ann, Scarborough, Matthew, Schrenk, Matthew, David, Maude, O'Malley, Michelle A., Medina, Monica, Habteselassie, Mussie, Ward, Nicholas D., Pietrasiak, Nicole, Sorensen, Patrick O., Estrada de los Santos, Paulina, Baldrian, Petr, McKay, R. Michael, Simister, Rachel, Stepanauskas, Ramunas, Neumann, Rebecca, Malmstrom, Rex, Cavicchioli, Ricardo, Kelly, Robert, Stocker, Roman, Cattolico, Rose Ann, Vilgalys, Rytas, Blumer-Schuette, Sara, Roux, Simon, Hallam, Steven, Lindow, Steven, Brawley, Susan H., Tringe, Susannah, Woyke, Tanja, Whitman, Thea, Bianchi, Thomas, Mock, Thomas, James, Timothy Y., Kalluri, Udaya C., Karaoz, Ulas, Denef, Vincent, Liu, Wen-Tso

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Prostate Cancer Treatment with Pencil Beam Proton Therapy Using Rectal Spacers sans Endorectal Balloons by Forsthoefel, Matthew, Hankins, Ryan, Ballew, Elizabeth, Frame, Cara, DeBlois, David, Pang, Dalong, Krishnan, Pranay, Unger, Keith, Kowalczyk, Keith, Lynch, John, Dritschilo, Anatoly, Collins, Sean P., Lischalk, Jonathan W.

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Randomised trial of glutamine, selenium, or both, to supplement parenteral nutrition for critically ill patients by Andrews, Peter J D, Avenell, Alison, Noble, David W, Campbell, Marion K, Croal, Bernard L, Simpson, William G, Vale, Luke D, Battison, Claire G, Jenkinson, David J, Cook, Jonathan A

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Epigenetic downregulation of human disabled homolog 2 switches TGF-beta from a tumor suppressor to a tumor promoter by Hannigan, Adèle, Smith, Paul, Kalna, Gabriela, Lo Nigro, Cristiana, Orange, Clare, O'Brien, Darren I, Shah, Reshma, Syed, Nelofer, Spender, Lindsay C, Herrera, Blanca, Thurlow, Johanna K, Lattanzio, Laura, Monteverde, Martino, Maurer, Meghan E, Buffa, Francesca M, Mann, Jelena, Chu, David C K, West, Catharine M L, Patridge, Max, Oien, Karin A, Cooper, Jonathan A, Frame, Margaret C, Harris, Adrian L, Hiller, Louise, Nicholson, Linda J, Gasco, Milena, Crook, Tim, Inman, Gareth J

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Human Cytomegalovirus IE1-72 Activates Ataxia Telangiectasia Mutated Kinase and a p53/p21-Mediated Growth Arrest Response by CASTILLO, Jonathan P, FRAME, Fiona M, ROGOFF, Harry A, PICKERING, Mary T, YUROCHKO, Andrew D, KOWALIK, Timothy F

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Microbial Bile Acid Metabolism Shapes Effector T Cell Responses during Inflammation in Mouse and Human by Lindner, Sarah, Miltiadous, Oriana, Ramos, Ruben J, Dai, Anqi, Kousa, Anastasia, Armijo, Gabriel K, Ghale, Romina, Nguyen, Chi L, Paredes Sanchez, Jenny, Fei, Teng, Frame V, John W, Monette, Sebastien, Fontana, Emily, Slingerland, John, Taur, Ying, Burgos da Silva, Marina D, Markey, Kate A, Peled, Jonathan U, Smith, Melody, Giralt, Sergio A, Perales, Miguel-Angel, Cross, Justin R, Campbell, Clarissa, van den Brink, Marcel R M

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Possibilities for a New Approach to Chemicals Risk Assessment - The Report of a FRAME Workshop by Combes, R, Balls, M, Illing, P, Bhogal, N, Dale, J, Duvé, G, Feron, V, Grindon, C, Gülden, M, Loizou, G

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