Training-free hyperparameter optimization of neural networks for electronic structures in matter von Fiedler, Lenz, Hoffmann, Nils, Mohammed, Parvez, Popoola, Gabriel A, Yovell, Tamar, Oles, Vladyslav, Austin Ellis, J, Rajamanickam, Sivasankaran, Cangi, Attila

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Co-design Center for Exascale Machine Learning Technologies (ExaLearn) von Alexander, Francis J, Ang, James, Bilbrey, Jenna A, Balewski, Jan, Casey, Tiernan, Chard, Ryan, Choi, Jong, Choudhury, Sutanay, Debusschere, Bert, DeGennaro, Anthony M, Dryden, Nikoli, Ellis, J Austin, Foster, Ian, Cardona, Cristina Garcia, Ghosh, Sayan, Harrington, Peter, Huang, Yunzhi, Jha, Shantenu, Johnston, Travis, Kagawa, Ai, Kannan, Ramakrishnan, Kumar, Neeraj, Liu, Zhengchun, Maruyama, Naoya, Matsuoka, Satoshi, McCarthy, Erin, Mohd-Yusof, Jamaludin, Nugent, Peter, Oyama, Yosuke, Proffen, Thomas, Pugmire, David, Rajamanickam, Sivasankaran, Ramakrishniah, Vinay, Schram, Malachi, Seal, Sudip K, Sivaraman, Ganesh, Sweeney, Christine, Tan, Li, Thakur, Rajeev, Van Essen, Brian, Ward, Logan, Welch, Paul, Wolf, Michael, Xantheas, Sotiris S, Yager, Kevin G, Yoo, Shinjae, Yoon, Byung-Jun

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Hypothesis-Agnostic Network-Based Analysis of Real-World Data Suggests Ondansetron is Associated with Lower COVID-19 Any Cause Mortality von Miller, Gregory M., Ellis, J. Austin, Sarangarajan, Rangaprasad, Parikh, Amay, Rodrigues, Leonardo O., Bruce, Can, Mahaveer Chand, Nischal, Smith, Steven R., Richardson, Kris, Vazquez, Raymond, Kiebish, Michael A., Haneesh, Chandran, Granger, Elder, Holtz, Judy, Hinkle, Jacob, Narain, Niven R., Goodpaster, Bret, Smith, Jeremy C., Lupu, Daniel S.

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Local Improvement Results for Anderson Acceleration with Inaccurate Function Evaluations von Toth, Alex, Ellis, J. Austin, Evans, Tom, Hamilton, Steven, Kelley, C. T., Pawlowski, Roger, Slattery, Stuart

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Training-free hyperparameter optimization of neural networks for electronic structures in matter von Fiedler, Lenz, Hoffmann, Nils, Parvez, Mohammed, Popoola, Gabriel A, Yovell, Tamar, Oles, Vladyslav, J Austin Ellis, Rajamanickam, Siva, Cangi, Attila

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Optimization of processor allocation for domain decomposed Monte Carlo calculations von Ellis, J. Austin, Evans, Thomas M., Hamilton, Steven P., Kelley, C.T., Pandya, Tara M.

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Accelerating Finite-temperature Kohn-Sham Density Functional Theory with Deep Neural Networks von J Austin Ellis, Fiedler, Lenz, Popoola, Gabriel A, Modine, Normand A, Stephens, J Adam, Thompson, Aidan P, Cangi, Attila, Rajamanickam, Sivasankaran

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Scripts and networks for "Electronic Structure Machine Learning Surrogates without Training" von Fiedler, Lenz, Hoffmann, Nils, Mohammed, Parvez, Popoola, Gabriel A., Yovell, Tamar, Oles, Vladyslav, Ellis, J. Austin, Rajamanickam, Siva, Cangi, Attila

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Scripts and networks for "Electronic Structure Machine Learning Surrogates without Training" von Fiedler, Lenz, Hoffmann, Nils, Mohammed, Parvez, Popoola, Gabriel A., Yovell, Tamar, Oles, Vladyslav, Ellis, J. Austin, Rajamanickam, Siva, Cangi, Attila

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LDOS/SNAP data for MALA: Aluminium at 298K and 933K von Ellis, J. Austin, Fiedler, Lenz, Popoola, Gabriel A., Modine, Normand A., Stephens, John A., Thompson, Aidan P., Cangi, Attila, Rajamanickam, Siva

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Coin operated battery charger and charging system check von ELLIS, AUSTIN J JR

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Somatic mutations, allele loss, and DNA methylation of the Cub and Sushi Multiple Domains 1 (CSMD1) gene reveals association with early age of diagnosis in colorectal cancer patien... von Shull, Austin Y, Clendenning, Megan L, Ghoshal-Gupta, Sampa, Farrell, Christopher L, Vangapandu, Hima V, Dudas, Larry, Wilkerson, Brent J, Buckhaults, Phillip J

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A spatial overview of the global importance of Indigenous lands for conservation von Garnett, Stephen T., Burgess, Neil D., Fa, Julia E., Fernández-Llamazares, Álvaro, Molnár, Zsolt, Robinson, Cathy J., Watson, James E. M., Zander, Kerstin K., Austin, Beau, Brondizio, Eduardo S., Collier, Neil French, Duncan, Tom, Ellis, Erle, Geyle, Hayley, Jackson, Micha V., Jonas, Harry, Malmer, Pernilla, McGowan, Ben, Sivongxay, Amphone, Leiper, Ian

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Importance of Indigenous Peoples’ lands for the conservation of Intact Forest Landscapes von Fa, John E, Watson, James EM, Leiper, Ian, Potapov, Peter, Evans, Tom D, Burgess, Neil D, Molnár, Zsolt, Fernández-Llamazares, Álvaro, Duncan, Tom, Wang, Stephanie, Austin, Beau J, Jonas, Harry, Robinson, Cathy J, Malmer, Pernilla, Zander, Kerstin K, Jackson, Micha V, Ellis, Erle, Brondizio, Eduardo S, Garnett, Stephen T

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A call for transparent reporting to optimize the predictive value of preclinical research von Landis, Story C., Amara, Susan G., Asadullah, Khusru, Austin, Chris P., Blumenstein, Robi, Bradley, Eileen W., Crystal, Ronald G., Darnell, Robert B., Ferrante, Robert J., Fillit, Howard, Finkelstein, Robert, Fisher, Marc, Gendelman, Howard E., Golub, Robert M., Goudreau, John L., Gross, Robert A., Gubitz, Amelie K., Hesterlee, Sharon E., Howells, David W., Huguenard, John, Kelner, Katrina, Koroshetz, Walter, Krainc, Dimitri, Lazic, Stanley E., Levine, Michael S., Macleod, Malcolm R., McCall, John M., Moxley III, Richard T., Narasimhan, Kalyani, Noble, Linda J., Perrin, Steve, Porter, John D., Steward, Oswald, Unger, Ellis, Utz, Ursula, Silberberg, Shai D.

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Pain Management After Outpatient Foot and Ankle Surgery von Gupta, Akash, Kumar, Kanupriya, Roberts, Matthew M., Sanders, Austin E., Jones, Mackenzie T., Levine, David S., O’Malley, Martin J., Drakos, Mark C., Elliott, Andrew J., Deland, Jonathan T., Ellis, Scott J.

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Looking forward through the past: identification of 50 priority research questions in palaeoecology von Seddon, Alistair W. R., Mackay, Anson W., Baker, Ambroise G., Birks, H. John B., Breman, Elinor, Buck, Caitlin E., Ellis, Erle C., Froyd, Cynthia A., Gill, Jacquelyn L., Gillson, Lindsey, Johnson, Edward A., Jones, Vivienne J., Juggins, Stephen, Macias-Fauria, Marc, Mills, Keely, Morris, Jesse L., Nogués-Bravo, David, Punyasena, Surangi W., Roland, Thomas P., Tanentzap, Andrew J., Willis, Kathy J., Aberhan, Martin, van Asperen, Eline N., Austin, William E. N., Battarbee, Rick W., Bhagwat, Shonil, Belanger, Christina L., Bennett, Keith D., Birks, Hilary H., Ramsey, Christopher Bronk, Brooks, Stephen J., de Bruyn, Mark, Butler, Paul G., Chambers, Frank M., Clarke, Stewart J., Davies, Althea L., Dearing, John A., Ezard, Thomas H. G., Feurdean, Angelica, Flower, Roger J., Gell, Peter, Hausmann, Sonja, Hogan, Erika J., Hopkins, Melanie J., Jeffers, Elizabeth S., Korhola, Atte A., Marchant, Robert, Kiefer, Thorsten, Lamentowicz, Mariusz, Larocque-Tobler, Isabelle, López-Merino, Lourdes, Liow, Lee H., McGowan, Suzanne, Miller, Joshua H., Montoya, Encarni, Morton, Oliver, Nogué, Sandra, Onoufriou, Chloe, Boush, Lisa P., Rodriguez-Sanchez, Francisco, Rose, Neil L., Sayer, Carl D., Shaw, Helen E., Payne, Richard, Simpson, Gavin, Sohar, Kadri, Whitehouse, Nicki J., Williams, John W., Witkowski, Andrzej

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Post-Related Complications in Hip Arthroscopy Are Reported Significantly Greater in Prospective Versus Retrospective Literature: A Systematic Review von Wininger, Austin E., Mei-Dan, Omer, Ellis, Thomas J., Lewis, Brian D., Kollmorgen, Robert C., Echo, Anthony, Harris, Joshua D.

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Short-Term Complications, Reoperations, and Radiographic Outcomes of a New Fixed-Bearing Total Ankle Arthroplasty von Saito, Guilherme H., Sanders, Austin E., de Cesar Netto, Cesar, O’Malley, Martin J., Ellis, Scott J., Demetracopoulos, Constantine A.

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A Staged Approach to Combined Extra-articular Limb Deformity Correction and Total Ankle Arthroplasty for End-Stage Ankle Arthritis von Day, Jonathan, Principe, Peter S., Caolo, Kristin C., Fragomen, Austin T., Rozbruch, S. Robert, Ellis, Scott J.

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