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Christian Dallago

duke university

26H-index
77Paper Count
6.1KCitation Count
Published Papers 16
Publication Date
Machine Learning for Protein Science and Engineering
err2026-01-01
err1
PREAI
errKoo, Peter K.; Dallago, Christian; Nambiar, Ananthan; Yang, Kevin K.
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GPU-accelerated homology search with MMseqs2
err2025-09-18
err0
errOAAI
errFelix Kallenborn; Alejandro Chacon; Christian Hundt; Hassan Sirelkhatim; Kieran Didi; Sooyoung Cha; Christian Dallago; Milot Mirdita; Bertil Schmidt; Martin Steinegger
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Nucleotide Transformer: building and evaluating robust foundation models for human genomics
err2024-11-28
err0
errOAAI
errDalla-Torre, Hugo; Gonzalez, Liam; Mendoza-Revilla, Javier; Carranza, Nicolas Lopez; Grzywaczewski, Adam Henryk; Oteri, Francesco; Dallago, Christian; Trop, Evan; de Almeida, Bernardo P.; Sirelkhatim, Hassan; Richard, Guillaume; Skwark, Marcin; Beguir, Karim; Lopez, Marie; Pierrot, Thomas
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GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics
err2023-10-27
err20
errOAAI
errZvyagin, Maxim; Brace, Alexander; Hippe, Kyle; Deng, Yuntian; Zhang, Bin; Bohorquez, Cindy Orozco; Clyde, Austin; Kale, Bharat; Perez-Rivera, Danilo; Ma, Heng; Mann, Carla M.; Irvin, Michael; Ozgulbas, Defne G.; Vassilieva, Natalia; Pauloski, James Gregory; Ward, Logan; Hayot-Sasson, Valerie; Emani, Murali; Foreman, Sam; Xie, Zhen; Lin, Diangen; Shukla, Maulik; Nie, Weili; Romero, Josh; Dallago, Christian; Vahdat, Arash; Xiao, Chaowei; Gibbs, Thomas; Foster, Ian; Davis, James J.; Papka, Michael E.; Brettin, Thomas; Stevens, Rick; Anandkumar, Anima; Vishwanath, Venkatram; Ramanathan, Arvind
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Illuminating enzyme design using deep learning
err2023-05-29
err4
PREAI
errDallago, Christian; Yang, Kevin K.
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Novel machine learning approaches revolutionize protein knowledge
err2023-04-01
err34
errOAAI
errBordin, Nicola; Dallago, Christian; Heinzinger, Michael; Kim, Stephanie; Littmann, Maria; Rauer, Clemens; Steinegger, Martin; Rost, Burkhard; Orengo, Christine
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A roadmap for the functional annotation of protein families: a community perspective
err2022-08-12
err22
errOAAI
errde Crecy-Lagard, Valerie; de Hegedus, Rocio Amorin; Arighi, Cecilia; Babor, Jill; Bateman, Alex; Blaby, Ian; Blaby-Haas, Crysten; Bridge, Alan J.; Burley, Stephen K.; Cleveland, Stacey; Colwell, Lucy J.; Conesa, Ana; Dallago, Christian; Danchin, Antoine; de Waard, Anita; Deutschbauer, Adam; Dias, Raquel; Ding, Yousong; Fang, Gang; Friedberg, Iddo; Gerlt, John; Goldford, Joshua; Gorelik, Mark; Gyori, Benjamin M.; Henry, Christopher; Hutinet, Geoffrey; Jaroch, Marshall; Karp, Peter D.; Kondratova, Liudmyla; Lu, Zhiyong; Marchler-Bauer, Aron; Martin, Maria-Jesus; McWhite, Claire; Moghe, Gaurav D.; Monaghan, Paul; Morgat, Anne; Mungall, Christopher J.; Natale, Darren A.; Nelson, William C.; O'Donoghue, Sean; Orengo, Christine; O'Toole, Katherine H.; Radivojac, Predrag; Reed, Colbie; Roberts, Richard J.; Rodionov, Dmitri; Rodionova, Irina A.; Rudolf, Jeffrey D.; Saleh, Lana; Sheynkman, Gloria; Thibaud-Nissen, Francoise; Thomas, Paul D.; Uetz, Peter; Vallenet, David; Carter, Erica Watson; Weigele, Peter R.; Wood, Valerie; Wood-Charlson, Elisha M.; Xu, Jin
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Embeddings from protein language models predict conservation and variant effects
err2021-12-30
err78
errOAAI
errMarquet, Celine; Heinzinger, Michael; Olenyi, Tobias; Dallago, Christian; Erckert, Kyra; Bernhofer, Michael; Nechaev, Dmitrii; Rost, Burkhard
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Protein embeddings and deep learning predict binding residues for various ligand classes
err2021-12-13
err66
errOAAI
errLittmann, Maria; Heinzinger, Michael; Dallago, Christian; Weissenow, Konstantin; Rost, Burkhard
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Science Forum: Author-sourced capture of pathway knowledge in computable form using Biofactoid
err2021-12-03
err10
errOAAI
errWong, Jeffrey, V; Franz, Max; Siper, Metin Can; Fong, Dylan; Durupinar, Funda; Dallago, Christian; Luna, Augustin; Giorgi, John; Rodchenkov, Igor; Babur, Ozgun; Bachman, John A.; Gyori, Benjamin M.; Demir, Emek; Bader, Gary D.; Sander, Chris
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ProteomicsDB: toward a FAIR open-source resource for life-science research
err2021-11-17
err33
errOAAI
errLautenbacher, Ludwig; Samaras, Patroklos; Muller, Julian; Grafberger, Andreas; Shraideh, Marwin; Rank, Johannes; Fuchs, Simon T.; Schmidt, Tobias K.; The, Matthew; Dallago, Christian; Wittges, Holger; Rost, Burkhard; Krcmar, Helmut; Kuster, Bernhard; Wilhelm, Mathias
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Protein matchmaking through representation learning
err2021-10-01
err0
errOAAI
errHeinzinger, Michael; Dallago, Christian; Rost, Burkhard
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SARS-CoV-2 structural coverage map reveals viral protein assembly, mimicry, and hijacking mechanisms
err2021-09-14
err21
errOAAI
errO'Donoghue, Sean, I; Schafferhans, Andrea; Sikta, Neblina; Stolte, Christian; Kaur, Sandeep; Ho, Bosco K.; Anderson, Stuart; Procter, James B.; Dallago, Christian; Bordin, Nicola; Adcock, Matt; Rost, Burkhard
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PredictProtein - Predicting Protein Structure and Function for 29 Years
err2021-05-17
err160
errOAAI
errBernhofer, Michael; Dallago, Christian; Karl, Tim; Satagopam, Venkata; Heinzinger, Michael; Littmann, Maria; Olenyi, Tobias; Qiu, Jiajun; Schuetze, Konstantin; Yachdav, Guy; Ashkenazy, Haim; Ben-Tal, Nir; Bromberg, Yana; Goldberg, Tatyana; Kajan, Laszlo; O'Donoghue, Sean; Sander, Chris; Schafferhans, Andrea; Schlessinger, Avner; Vriend, Gerrit; Mirdita, Milot; Gawron, Piotr; Gu, Wei; Jarosz, Yohan; Trefois, Christophe; Steinegger, Martin; Schneider, Reinhard; Rost, Burkhard
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Embeddings from deep learning transfer GO annotations beyond homology
err2021-01-13
err83
errOAAI
errLittmann, Maria; Heinzinger, Michael; Dallago, Christian; Olenyi, Tobias; Rost, Burkhard
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Pathway Commons 2019 Update: integration, analysis and exploration of pathway data
err2019-10-24
err187
errOAAI
errRodchenkov, Igor; Babur, Ozgun; Luna, Augustin; Aksoy, Bulent Arman; Wong, Jeffrey, V; Fong, Dylan; Franz, Max; Siper, Metin Can; Cheung, Manfred; Wrana, Michael; Mistry, Harsh; Mosier, Logan; Dlin, Jonah; Wen, Qizhi; O'Callaghan, Caitlin; Li, Wanxin; Elder, Geoffrey; Smith, Peter T.; Dallago, Christian; Cerami, Ethan; Gross, Benjamin; Dogrusoz, Ugur; Demir, Emek; Bader, Gary D.; Sander, Chris
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