David S. Greenberg

39 papers A* 5A 3B 4Journal 24Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates. ICML Yunfei Huang, David S. Greenberg
2025	J	`jnl`	Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates. CoRR Yunfei Huang, David S. Greenberg
2025	J	`jnl`	Physics-based machine learning for mantle convection simulations. CoRR Siddhant Agarwal, Ali Can Bekar, Christian Hüttig, David S. Greenberg, Nicola Tosi
2025	J	`jnl`	Uncertainty-aware data assimilation through variational inference. CoRR Anthony Frion, David S. Greenberg
2025	J	`jnl`	sbi reloaded: a toolkit for simulation-based inference workflows. J. Open Source Softw. Jan Boelts, Michael Deistler, Manuel Glöckler, Álvaro Tejero-Cantero, Jan-Matthis Lueckmann, Guy Moss, Peter Steinbach, Thomas Moreau, Fabio Muratore, Julia Linhart, Conor Durkan, Julius Vetter, Benjamin Kurt Miller, Maternus Herold, Abolfazl Ziaeemehr, Matthijs Pals, Theo Gruner, Sebastian Bischoff, Nastya Krouglova, Richard Gao, Janne K. Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2024	J	`jnl`	Accelerating the discovery of steady-states of planetary interior dynamics with machine learning. CoRR Siddhant Agarwal, Nicola Tosi, Christian Hüttig, David S. Greenberg, Ali Can Bekar
2024	J	`jnl`	Combined Optimization of Dynamics and Assimilation with End-to-End Learning on Sparse Observations. CoRR Vadim Zinchenko, David S. Greenberg
2024	J	`jnl`	sbi reloaded: a toolkit for simulation-based inference workflows. CoRR Jan Boelts, Michael Deistler, Manuel Glöckler, Álvaro Tejero-Cantero, Jan-Matthis Lueckmann, Guy Moss, Peter Steinbach, Thomas Moreau, Fabio Muratore, Julia Linhart, Conor Durkan, Julius Vetter, Benjamin Kurt Miller, Maternus Herold, Abolfazl Ziaeemehr, Matthijs Pals, Theo Gruner, Sebastian Bischoff, Nastya Krouglova, Richard Gao, Janne K. Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2023	J	`jnl`	Robust detection of marine life with label-free image feature learning and probability calibration. Mach. Learn. Sci. Technol. Tobias Schanz, Klas Ove Möller, Saskia Rühl, David S. Greenberg
2022	A*	`conf`	GATSBI: Generative Adversarial Training for Simulation-Based Inference. ICLR Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2022	J	`jnl`	GATSBI: Generative Adversarial Training for Simulation-Based Inference. CoRR Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2021	A	`conf`	Benchmarking Simulation-Based Inference. AISTATS Jan-Matthis Lueckmann, Jan Boelts, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2021	J	`jnl`	Benchmarking Simulation-Based Inference. CoRR Jan-Matthis Lueckmann, Jan Boelts, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2020	J	`jnl`	SBI - A toolkit for simulation-based inference. CoRR Álvaro Tejero-Cantero, Jan Boelts, Michael Deistler, Jan-Matthis Lueckmann, Conor Durkan, Pedro J. Gonçalves, David S. Greenberg, Jakob H. Macke
2020	J	`jnl`	sbi: A toolkit for simulation-based inference. J. Open Source Softw. Álvaro Tejero-Cantero, Jan Boelts, Michael Deistler, Jan-Matthis Lueckmann, Conor Durkan, Pedro J. Gonçalves, David S. Greenberg, Jakob H. Macke
2019	A*	`conf`	Automatic Posterior Transformation for Likelihood-Free Inference. ICML David S. Greenberg, Marcel Nonnenmacher, Jakob H. Macke
2019	J	`jnl`	Automatic Posterior Transformation for Likelihood-Free Inference. CoRR David S. Greenberg, Marcel Nonnenmacher, Jakob H. Macke
2002	J	`jnl`	Traversing Directed Eulerian Mazes. J. Graph Algorithms Appl. Sandeep N. Bhatt, Shimon Even, David S. Greenberg, Rafi Tayar
2000	J	`jnl`	Massively parallel computing using commodity components. Parallel Comput. Ron Brightwell, Lee Ann Fisk, David S. Greenberg, Trammell Hudson, Michael J. Levenhagen, Arthur B. Maccabe, Rolf Riesen
2000	B	`conf`	Traversing Directed Eulerian Mazes. WG Sandeep N. Bhatt, Shimon Even, David S. Greenberg, Rafi Tayar
1999	J	`jnl`	Massively parallel computing: A Sandia perspective. Parallel Comput. David E. Womble, Sudip S. Dosanjh, Bruce Hendrickson, Michael A. Heroux, Steve Plimpton, James L. Tomkins, David S. Greenberg
1999	J	`jnl`	Tight Bounds for On-Line Tree Embeddings. SIAM J. Comput. Sandeep N. Bhatt, David S. Greenberg, Frank Thomson Leighton, Pangfeng Liu
1997	A	`conf`	A System Software Architecture for High End Computing. SC David S. Greenberg, Ron Brightwell, Lee Ann Fisk, Arthur B. Maccabe, Rolf Riesen
1997	B	`conf`	Beyond islands (extended abstract): runs in clone-probe matrices. RECOMB David Bruce Wilson, David S. Greenberg, Cynthia A. Phillips
1997	J	`jnl`	Parallel I/O: An Introduction. Parallel Comput. David E. Womble, David S. Greenberg
1996	J	`jnl`	The Cost of Complex Communication on Simple Networks. J. Parallel Distributed Comput. David S. Greenberg, James K. Park, Eric J. Schwabe
1995	J	`jnl`	Computing With Faulty Shared Objects. J. ACM Yehuda Afek, David S. Greenberg, Michael Merritt, Gadi Taubenfeld
1995	J	`jnl`	Physical Mapping by STS Hybridization: Algorithmic Strategies and the Challenge of Software Evaluation. J. Comput. Biol. David S. Greenberg, Sorin Istrail
1994	A	`conf`	Applications of boundary element methods on the Intel Paragon. SC David E. Womble, David S. Greenberg, Stephen R. Wheat, Robert E. Benner, Marc S. Ingber, Greg Henry, Satya Gupta
1994	J	`jnl`	The Chimeric Mapping Problem: Algorithmic Strategies and Performance Evaluation on Synthetic Genomic Data. Comput. Chem. David S. Greenberg, Sorin Istrail
1993	—	`conf`	Becoming a Better Host Through Origami: A Mesh Can Be More Than Rows and Columns. SPDP David S. Greenberg, James K. Park, Eric J. Schwabe
1993	B	`conf`	Efficient Wiring of Reconfigurable Parallel Processors. SPAA David S. Greenberg
1992	—	`conf`	Choice Coordination with Multiple Alternatives (Preliminary Version). WDAG David S. Greenberg, Gadi Taubenfeld, Da-Wei Wang
1992	A*	`conf`	Computing with Faulty Shared Memory (Extended Abstract). PODC Yehuda Afek, David S. Greenberg, Michael Merritt, Gadi Taubenfeld
1991	J	`jnl`	Routing Multiple Paths in Hypercubes. Math. Syst. Theory David S. Greenberg, Sandeep N. Bhatt
1991	A*	`conf`	Tight Bounds for On-Line Tree Embeddings. SODA Sandeep N. Bhatt, David S. Greenberg, Frank Thomson Leighton, Pangfeng Liu
1990	J	`jnl`	Optimal Embeddings of Butterfly-Like Graphs in the Hypercube. Math. Syst. Theory David S. Greenberg, Lenwood S. Heath, Arnold L. Rosenberg
1990	B	`conf`	Routing Multiple Paths in Hypercubes. SPAA David S. Greenberg, Sandeep N. Bhatt
1984	—	`conf`	Performance Analysis of I/O Subchannel Skews. Int. CMG Conference David S. Greenberg, Annie W. Shum