Edit Profile (opens in new tab) Naumann, Uwe Compute Distance To: Compute Author ID: naumann.uwe Published as: Naumann, Uwe; Naumann, U. Documents Indexed: 31 Publications since 1998, including 2 Books 4 Contributions as Editor Co-Authors: 39 Co-Authors with 25 Joint Publications 637 Co-Co-Authors all top 5 Co-Authors 10 single-authored 4 Riehme, Jan 3 Gottschling, Peter 3 Mosenkis, Viktor 3 Utke, Jean 2 Bücker, H. Martin 2 Corliss, George F. 2 Gremse, Felix 2 Griewank, Andreas 2 Hovland, Paul D. 2 Lotz, Johannes 2 Towara, Markus 2 Walther, Andrea 1 Albrecht, Andreas A. 1 Beckers, Markus 1 Bischof, Christian H. 1 Fagan, Mike 1 Faure, Christèle 1 Hascoet, Laurent 1 Heimbach, Patrick 1 Herty, Michael Matthias 1 Hill, Chris 1 Höfter, Andreas 1 Hüser, Jonathan 1 Kiessling, Fabian 1 Küpper, Kerstin 1 Leppkes, Klaus 1 Norris, Boyana 1 Schenk, Olaf 1 Schilden, Thomas 1 Schröder, Wolfgang Armin 1 Schwen, Lars Ole 1 Stiller, Jörg 1 Strout, Michelle Mills 1 Stumm, Philipp 1 Tallent, Nathan 1 Ungermann, Jörn 1 Varnik, Ebadollah 1 Vehreschild, Andre 1 Wunsch, Carl all top 5 Serials 4 ACM Transactions on Mathematical Software 3 Mathematical Programming. Series A. Series B 3 Optimization Methods & Software 2 SIAM Journal on Scientific Computing 2 Lecture Notes in Computational Science and Engineering 1 Journal of Computational Physics 1 SIAM Journal on Optimization 1 ETNA. Electronic Transactions on Numerical Analysis 1 Journal of Discrete Algorithms 1 Software - Environments - Tools all top 5 Fields 28 Numerical analysis (65-XX) 21 Computer science (68-XX) 11 Operations research, mathematical programming (90-XX) 3 General and overarching topics; collections (00-XX) 3 Combinatorics (05-XX) 2 Partial differential equations (35-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 1 Real functions (26-XX) 1 Fluid mechanics (76-XX) 1 Geophysics (86-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 24 Publications have been cited 132 times in 104 Documents Cited by ▼ Year ▼ The art of differentiating computer programs. An introduction to algorithmic differentiation. Zbl 1275.65015Naumann, Uwe 40 2012 OpenAD/F: A modular open-source tool for automatic differentiation of Fortran codes. Zbl 1291.65140Utke, Jean; Naumann, Uwe; Fagan, Mike; Tallent, Nathan; Strout, Michelle Mills; Heimbach, Patrick; Hill, Chris; Wunsch, Carl 15 2008 Automatic differentiation of algorithms. From simulation to optimization. Selected papers from the 3rd international conference, Nice, France, June 2000. Incl. 1 CD-ROM. Zbl 0983.68001 14 2002 Automatic differentiation: Applications, theory, and implementations. Selected papers based on the presentation at the 4th international conference on automatic differentiation (AD), Chicago, IL, USA, July 20–23, 2004. Zbl 1084.65002 10 2006 Advances in automatic differentiation. Selected papers based on the presentations at the 5th international conference on automatic differentiation, Bonn, Germany, August 11–15, 2008. Zbl 1143.65003 6 2008 Optimal Jacobian accumulation is NP-complete. Zbl 1158.68013Naumann, Uwe 6 2008 Combinatorial scientific computing. Zbl 1235.68008 4 2012 Optimal accumulation of Jacobian matrices by elimination methods on the dual computational graph. Zbl 1084.68144Naumann, Uwe 4 2004 GPU-accelerated sparse matrix-matrix multiplication by iterative row merging. Zbl 1327.65090Gremse, Felix; Höfter, Andreas; Schwen, Lars Ole; Kiessling, Fabian; Naumann, Uwe 4 2015 Efficient calculation of Jacobian matrices by optimized application of the chain rule to computational graphs. Zbl 0932.65019Naumann, Uwe 3 1998 Accumulating Jacobians as chained sparse matrix products. Zbl 1023.90053Griewank, Andreas; Naumann, Uwe 3 2003 Computing adjoints with the NAGWare Fortran 95 compiler. Zbl 1270.65090Naumann, Uwe; Riehme, Jan 3 2006 SIMPLE adjoint message passing. Zbl 1453.65397Towara, M.; Naumann, U. 3 2018 Adjoint mode computation of subgradients for McCormick relaxations. Zbl 1253.65031Beckers, Markus; Mosenkis, Viktor; Naumann, Uwe 3 2012 Algorithmic differentiation of numerical methods: tangent and adjoint solvers for parameterized systems of nonlinear equations. Zbl 1347.65099Naumann, Uwe; Lotz, Johannes; Leppkes, Klaus; Towara, Markus 2 2015 Simulated annealing for optimal pivot selection in Jacobian accumulation. Zbl 1161.90473Naumann, Uwe; Gottschling, Peter 2 2003 Optimality-preserving elimination of linearities in Jacobian accumulation. Zbl 1120.65315Naumann, Uwe; Utke, Jean 2 2005 DAG reversal is NP-complete. Zbl 1192.68490Naumann, Uwe 2 2009 A differentiation-enabled Fortran 95 compiler. Zbl 1136.65310Naumann, Uwe; Riehme, Jan 1 2005 Call tree reversal is NP-complete. Zbl 1152.65070Naumann, Uwe 1 2008 Cheaper Jacobians by simulated annealing. Zbl 1055.90092Naumann, Uwe 1 2002 Reducing the memory requirement in reverse mode automatic differentiation by solving TBR flow equations. Zbl 1062.65024Naumann, U. 1 2002 Memory-efficient sparse matrix-matrix multiplication by row merging on many-core architectures. Zbl 1391.65119Gremse, Felix; Küpper, Kerstin; Naumann, Uwe 1 2018 On optimality preserving eliminations for the minimum edge count and optimal Jacobian accumulation problems in linearized DAGs. Zbl 1238.05259Mosenkis, Viktor; Naumann, Uwe 1 2012 SIMPLE adjoint message passing. Zbl 1453.65397Towara, M.; Naumann, U. 3 2018 Memory-efficient sparse matrix-matrix multiplication by row merging on many-core architectures. Zbl 1391.65119Gremse, Felix; Küpper, Kerstin; Naumann, Uwe 1 2018 GPU-accelerated sparse matrix-matrix multiplication by iterative row merging. Zbl 1327.65090Gremse, Felix; Höfter, Andreas; Schwen, Lars Ole; Kiessling, Fabian; Naumann, Uwe 4 2015 Algorithmic differentiation of numerical methods: tangent and adjoint solvers for parameterized systems of nonlinear equations. Zbl 1347.65099Naumann, Uwe; Lotz, Johannes; Leppkes, Klaus; Towara, Markus 2 2015 The art of differentiating computer programs. An introduction to algorithmic differentiation. Zbl 1275.65015Naumann, Uwe 40 2012 Combinatorial scientific computing. Zbl 1235.68008 4 2012 Adjoint mode computation of subgradients for McCormick relaxations. Zbl 1253.65031Beckers, Markus; Mosenkis, Viktor; Naumann, Uwe 3 2012 On optimality preserving eliminations for the minimum edge count and optimal Jacobian accumulation problems in linearized DAGs. Zbl 1238.05259Mosenkis, Viktor; Naumann, Uwe 1 2012 DAG reversal is NP-complete. Zbl 1192.68490Naumann, Uwe 2 2009 OpenAD/F: A modular open-source tool for automatic differentiation of Fortran codes. Zbl 1291.65140Utke, Jean; Naumann, Uwe; Fagan, Mike; Tallent, Nathan; Strout, Michelle Mills; Heimbach, Patrick; Hill, Chris; Wunsch, Carl 15 2008 Advances in automatic differentiation. Selected papers based on the presentations at the 5th international conference on automatic differentiation, Bonn, Germany, August 11–15, 2008. Zbl 1143.65003 6 2008 Optimal Jacobian accumulation is NP-complete. Zbl 1158.68013Naumann, Uwe 6 2008 Call tree reversal is NP-complete. Zbl 1152.65070Naumann, Uwe 1 2008 Automatic differentiation: Applications, theory, and implementations. Selected papers based on the presentation at the 4th international conference on automatic differentiation (AD), Chicago, IL, USA, July 20–23, 2004. Zbl 1084.65002 10 2006 Computing adjoints with the NAGWare Fortran 95 compiler. Zbl 1270.65090Naumann, Uwe; Riehme, Jan 3 2006 Optimality-preserving elimination of linearities in Jacobian accumulation. Zbl 1120.65315Naumann, Uwe; Utke, Jean 2 2005 A differentiation-enabled Fortran 95 compiler. Zbl 1136.65310Naumann, Uwe; Riehme, Jan 1 2005 Optimal accumulation of Jacobian matrices by elimination methods on the dual computational graph. Zbl 1084.68144Naumann, Uwe 4 2004 Accumulating Jacobians as chained sparse matrix products. Zbl 1023.90053Griewank, Andreas; Naumann, Uwe 3 2003 Simulated annealing for optimal pivot selection in Jacobian accumulation. Zbl 1161.90473Naumann, Uwe; Gottschling, Peter 2 2003 Automatic differentiation of algorithms. From simulation to optimization. Selected papers from the 3rd international conference, Nice, France, June 2000. Incl. 1 CD-ROM. Zbl 0983.68001 14 2002 Cheaper Jacobians by simulated annealing. Zbl 1055.90092Naumann, Uwe 1 2002 Reducing the memory requirement in reverse mode automatic differentiation by solving TBR flow equations. Zbl 1062.65024Naumann, U. 1 2002 Efficient calculation of Jacobian matrices by optimized application of the chain rule to computational graphs. Zbl 0932.65019Naumann, Uwe 3 1998 all cited Publications top 5 cited Publications all top 5 Cited by 276 Authors 8 Naumann, Uwe 5 Gauger, Nicolas R. 5 Griewank, Andreas 4 Khan, Kamil A. 4 Walther, Andrea 3 Hascoet, Laurent 3 Utke, Jean 2 Albring, Tim 2 Ballard, Grey M. 2 Barton, Paul I. 2 Bischof, Christian H. 2 Bosse, Torsten 2 Charpentier, Isabelle 2 Elsheikh, Atiyah 2 Erdelyi, Bela 2 Hannemann-Tamás, Ralf 2 Hovland, Paul D. 2 Kulshreshtha, Kshitij 2 Lehmann, Lutz 2 Maddison, James R. 2 Marzouk, Afnan Al 2 Mosenkis, Viktor 2 Norris, Boyana 2 Pothen, Alex 2 Röbenack, Klaus 2 Safro, Ilya 2 Sagebaum, Max 2 Schlenkrich, Sebastian 2 Stechlinski, Peter G. 2 Towara, Markus 2 Urban, Karsten 2 Wang, Mu 2 Watson, Harry A. J. 1 Abudayah, Mohammad 1 Akbarzadeh, Siamak 1 Alger, Nick 1 Almgren, Ann S. 1 Alomari, Omar 1 Alonso, Juan J. 1 Andersson, Joel A. E. 1 Anitescu, Cosmin 1 Arrighi, William J. 1 Azad, Ariful 1 Balakin, D. A. 1 Baydin, Atılım Güneş 1 Behr, Marek A. 1 Beinker, Mark 1 Bell, John B. 1 Bessac, Julie 1 Bhattacharjee, Amitava 1 Binder, Andreas 1 Bjarkason, Elvar K. 1 Blühdorn, Johannes 1 Buluç, Aydın 1 Cenci, Simone 1 Chachuat, Benoît 1 Chen, Jacqueline H. 1 Chen, Peng 1 Colella, Phillip 1 Daniel, David J. 1 de Moraes, Rafael J. 1 Deledalle, Charles-Alban 1 Demmel, James Weldon 1 Dervieux, Alain 1 Deslippe, Jack 1 Diachin, Lori Freitag 1 Diehl, Moritz Mathias 1 Draeger, Erik 1 Dubey, Anshu 1 Dunning, Thom H. jun. 1 Düster, Alexander 1 Elgeti, Stefanie 1 Erbts, Patrick 1 Escalante Soberanis, M. A. 1 Espíndola, Juan Manuel 1 Evans, Thomas M. 1 Evtushenko, Yuriĭ Gavrilovich 1 Farrell, Patrick E. 1 Faure, Christèle 1 Fernández, Joaquín L. 1 Forth, Shaun A. 1 Foster, Ian T. 1 Francois, Marianne M. 1 Fraysse, François 1 Funke, Simon W. 1 Gábor, Attila 1 Gamboa, Ruben A. 1 Gebremedhin, Assefaw Hadish 1 Germann, Tim 1 Ghattas, Omar N. 1 Giesen, Joachim 1 Gillis, Joris J. M. 1 Girolami, Mark A. 1 Givoli, Dan 1 Goddard, Benjamin D. 1 Goffin, Jean-Louis 1 Goldberg, Daniel N. 1 González-Sánchez, David 1 Gonzalez, Jose Luis 1 Gordon, Mark S. ...and 176 more Authors all top 5 Cited in 48 Serials 20 Optimization Methods & Software 11 SIAM Journal on Scientific Computing 5 Computer Methods in Applied Mechanics and Engineering 5 Journal of Computational Physics 4 Journal of Global Optimization 3 Mathematical Programming. Series A. Series B 2 Computers and Fluids 2 Computers & Mathematics with Applications 2 ACM Transactions on Mathematical Software 2 Automatica 2 Journal of Computational and Applied Mathematics 2 Computational Mathematics and Mathematical Physics 2 Computational Optimization and Applications 2 Computational Geosciences 2 Mathematical Programming Computation 1 Computer Physics Communications 1 Applied Mathematics and Computation 1 Computing 1 Journal of Optimization Theory and Applications 1 Kybernetika 1 SIAM Journal on Numerical Analysis 1 Acta Applicandae Mathematicae 1 Physica D 1 Optimization 1 Computational Mechanics 1 Numerical Algorithms 1 Applied Mathematical Modelling 1 SIAM Journal on Optimization 1 ETNA. Electronic Transactions on Numerical Analysis 1 International Journal of Computational Fluid Dynamics 1 Multibody System Dynamics 1 Mathematical and Computer Modelling of Dynamical Systems 1 Higher-Order and Symbolic Computation 1 M2AN. Mathematical Modelling and Numerical Analysis. ESAIM, European Series in Applied and Industrial Mathematics 1 Fundamenta Informaticae 1 Quantitative Finance 1 Mathematical Geology 1 Journal of Machine Learning Research (JMLR) 1 SIAM Journal on Applied Dynamical Systems 1 Multiscale Modeling & Simulation 1 Journal of Discrete Algorithms 1 Optimization Letters 1 SIAM Journal on Imaging Sciences 1 Numerical Algebra, Control and Optimization 1 Journal of Theoretical Biology 1 Bayesian Analysis 1 Open Mathematics 1 Philosophical Transactions of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences all top 5 Cited in 22 Fields 63 Numerical analysis (65-XX) 25 Computer science (68-XX) 22 Operations research, mathematical programming (90-XX) 17 Calculus of variations and optimal control; optimization (49-XX) 9 Fluid mechanics (76-XX) 8 Geophysics (86-XX) 7 Ordinary differential equations (34-XX) 6 Combinatorics (05-XX) 6 Partial differential equations (35-XX) 6 Statistics (62-XX) 6 Mechanics of particles and systems (70-XX) 5 Mechanics of deformable solids (74-XX) 5 Systems theory; control (93-XX) 4 Real functions (26-XX) 4 Dynamical systems and ergodic theory (37-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Biology and other natural sciences (92-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Information and communication theory, circuits (94-XX) 1 Probability theory and stochastic processes (60-XX) 1 Optics, electromagnetic theory (78-XX) 1 Classical thermodynamics, heat transfer (80-XX) Citations by Year