Neural architecture search for energy-efficient always-on audio machine learning von Speckhard, Daniel T., Misiunas, Karolis, Perel, Sagi, Zhu, Tenghui, Carlile, Simon, Slaney, Malcolm

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Validity constraints for data analysis workflows von Schintke, Florian, Belhajjame, Khalid, De Mecquenem, Ninon, Frantz, David, Guarino, Vanessa Emanuela, Hilbrich, Marcus, Lehmann, Fabian, Missier, Paolo, Sattler, Rebecca, Sparka, Jan Arne, Speckhard, Daniel T., Stolte, Hermann, Vu, Anh Duc, Leser, Ulf

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How big is big data? von Speckhard, Daniel, Bechtel, Tim, Ghiringhelli, Luca M, Kuban, Martin, Rigamonti, Santiago, Draxl, Claudia

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Extrapolation to the complete basis-set limit in density-functional theory using statistical learning von Speckhard, Daniel T., Carbogno, Christian, Ghiringhelli, Luca M., Lubeck, Sven, Scheffler, Matthias, Draxl, Claudia

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OPTIMADE, an API for exchanging materials data von Andersen, Casper W., Armiento, Rickard, Blokhin, Evgeny, Conduit, Gareth J., Dwaraknath, Shyam, Evans, Matthew L., Fekete, Ádám, Gopakumar, Abhijith, Gražulis, Saulius, Merkys, Andrius, Mohamed, Fawzi, Oses, Corey, Pizzi, Giovanni, Rignanese, Gian-Marco, Scheidgen, Markus, Talirz, Leopold, Toher, Cormac, Winston, Donald, Aversa, Rossella, Choudhary, Kamal, Colinet, Pauline, Curtarolo, Stefano, Di Stefano, Davide, Draxl, Claudia, Er, Suleyman, Esters, Marco, Fornari, Marco, Giantomassi, Matteo, Govoni, Marco, Hautier, Geoffroy, Hegde, Vinay, Horton, Matthew K., Huck, Patrick, Huhs, Georg, Hummelshøj, Jens, Kariryaa, Ankit, Kozinsky, Boris, Kumbhar, Snehal, Liu, Mohan, Marzari, Nicola, Morris, Andrew J., Mostofi, Arash A., Persson, Kristin A., Petretto, Guido, Purcell, Thomas, Ricci, Francesco, Rose, Frisco, Scheffler, Matthias, Speckhard, Daniel, Uhrin, Martin, Vaitkus, Antanas, Villars, Pierre, Waroquiers, David, Wolverton, Chris, Wu, Michael, Yang, Xiaoyu

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excitingtools: An exciting Workflow Tool von Buccheri, Alexander, Peschel, Fabian, Maurer, Benedikt, Voiculescu, Mara, Speckhard, Daniel T., Kleine, Hannah, Stephan, Elisa, Kuban, Martin, Draxl, Claudia

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Analysis of static and dynamic batching algorithms for graph neural networks von Speckhard, Daniel, Bechtel, Tim, Kehl, Sebastian, Godwin, Jonathan, Draxl, Claudia

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GNN Models and results for the paper "Band-gap regression with architecture-optimized message-passing neural networks" von Bechtel, Tim, Speckhard, Daniel T.

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Band-gap regression with architecture-optimized message-passing neural networks von Bechtel, Tim, Speckhard, Daniel T, Godwin, Jonathan, Draxl, Claudia

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How big is Big Data? von Speckhard, Daniel T, Bechtel, Tim, Ghiringhelli, Luca M, Kuban, Martin, Rigamonti, Santiago, Draxl, Claudia

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Extrapolation to complete basis-set limit in density-functional theory by quantile random-forest models von Speckhard, Daniel T, Carbogno, Christian, Ghiringhelli, Luca, Lubeck, Sven, Scheffler, Matthias, Draxl, Claudia

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Neural Architecture Search for Energy Efficient Always-on Audio Models von Speckhard, Daniel T, Misiunas, Karolis, Perel, Sagi, Zhu, Tenghui, Carlile, Simon, Slaney, Malcolm

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Validity Constraints for Data Analysis Workflows von Schintke, Florian, De Mecquenem, Ninon, Frantz, David, Guarino, Vanessa Emanuela, Hilbrich, Marcus, Lehmann, Fabian, Sattler, Rebecca, Sparka, Jan Arne, Speckhard, Daniel, Stolte, Hermann, Vu, Anh Duc, Leser, Ulf

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Band-gap regression with architecture-optimized message-passing neural networks von Bechtel, Tim, Speckhard, Daniel T, Godwin, Jonathan, Draxl, Claudia

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How big is Big Data? von Speckhard, Daniel T, Bechtel, Tim, Ghiringhelli, Luca M, Kuban, Martin, Rigamonti, Santiago, Draxl, Claudia

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Extrapolation to complete basis-set limit in density-functional theory by quantile random-forest models von Speckhard, Daniel T, Carbogno, Christian, Ghiringhelli, Luca, Lubeck, Sven, Scheffler, Matthias, Draxl, Claudia

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Neural Architecture Search for Energy Efficient Always-on Audio Models von Speckhard, Daniel T, Misiunas, Karolis, Perel, Sagi, Zhu, Tenghui, Carlile, Simon, Slaney, Malcolm

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Validity Constraints for Data Analysis Workflows von Schintke, Florian, De Mecquenem, Ninon, Frantz, David, Guarino, Vanessa Emanuela, Hilbrich, Marcus, Lehmann, Fabian, Sattler, Rebecca, Sparka, Jan Arne, Speckhard, Daniel, Stolte, Hermann, Vu, Anh Duc, Leser, Ulf

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Helping stabilise Iraq von Speckhard, Daniel

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OPTIMADE, an API for exchanging materials data von Andersen, Casper W, Armiento, Rickard, Blokhin, Evgeny, Conduit, Gareth J, Dwaraknath, Shyam, Evans, Matthew L, Fekete, Ádám, Gopakumar, Abhijith, Gražulis, Saulius, Merkys, Andrius, Mohamed, Fawzi, Oses, Corey, Pizzi, Giovanni, Gian-Marco Rignanese, Scheidgen, Markus, Talirz, Leopold, Toher, Cormac, Winston, Donald, Aversa, Rossella, Choudhary, Kamal, Colinet, Pauline, Curtarolo, Stefano, Davide Di Stefano, Draxl, Claudia, Er, Suleyman, Esters, Marco, nari, Marco, Giantomassi, Matteo, Govoni, Marco, Hautier, Geoffroy, Hegde, Vinay, Horton, Matthew K, Huck, Patrick, Huhs, Georg, Hummelshøj, Jens, Kariryaa, Ankit, Kozinsky, Boris, Kumbhar, Snehal, Liu, Mohan, Marzari, Nicola, Morris, Andrew J, Mostofi, Arash, Persson, Kristin A, Petretto, Guido, Purcell, Thomas, Ricci, Francesco, Frisco Rose, Scheffler, Matthias, Speckhard, Daniel, Uhrin, Martin, Vaitkus, Antanas, Villars, Pierre, Waroquiers, David, Wolverton, Chris, Wu, Michael, Yang, Xiaoyu

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