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James P. Fairbanks

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2020 – today

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2024
[j7]
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  - journals/compositionality/AduddellFKOPS24
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Rebekah Aduddell, James P. Fairbanks, Amit Kumar, Pablo S. Ocal, Evan Patterson, Brandon T. Shapiro:
A compositional account of motifs, mechanisms, and dynamics in biochemical regulatory networks. Compositionality 6: 2 (2024)
[j6]
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Luke Morris, Andrew Baas, Jesus Arias, Maia Gatlin, Evan Patterson, James P. Fairbanks:
Decapodes: A diagrammatic tool for representing, composing, and computing spatialized partial differential equations. J. Comput. Sci. 81: 102345 (2024)
[c14]
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Tyler Hanks, Baike She, Evan Patterson, Matthew T. Hale, Matthew Klawonn, James P. Fairbanks:
Modeling Model Predictive Control: A Category Theoretic Framework for Multistage Control Problems. ACC 2024: 4850-4857
[i14]
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  - journals/corr/abs-2401-17432
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Luke Morris, Andrew Baas, Jesus Arias, Maia Gatlin, Evan Patterson, James P. Fairbanks:
Decapodes: A Diagrammatic Tool for Representing, Composing, and Computing Spatialized Partial Differential Equations. CoRR abs/2401.17432 (2024)
[i13]
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  - journals/corr/abs-2402-00206
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Benjamin Merlin Bumpus, James P. Fairbanks, Martti Karvonen, Wilmer Leal, Frédéric Simard:
Towards a Unified Theory of Time-Varying Data. CoRR abs/2402.00206 (2024)
[i12]
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  - journals/corr/abs-2403-19845
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Tyler Hanks, Matthew Klawonn, James P. Fairbanks:
Generalized Gradient Descent is a Hypergraph Functor. CoRR abs/2403.19845 (2024)
[i11]
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  - journals/corr/abs-2404-04837
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Owen Lynch, Kristopher Brown, James P. Fairbanks, Evan Patterson:
GATlab: Modeling and Programming with Generalized Algebraic Theories. CoRR abs/2404.04837 (2024)
[i10]
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  - journals/corr/abs-2408-15184
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Benjamin Merlin Bumpus, James P. Fairbanks, Will J. Turner:
Pushing Tree Decompositions Forward Along Graph Homomorphisms. CoRR abs/2408.15184 (2024)
2023
[j5]
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  - journals/jlap/BrownPHF23
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Kristopher Brown, Evan Patterson, Tyler Hanks, James P. Fairbanks:
Computational category-theoretic rewriting. J. Log. Algebraic Methods Program. 134: 100888 (2023)
[j4]
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  - journals/simulation/GarrettFLM23
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Robert K. Garrett Jr., James P. Fairbanks, Margaret L. Loper, James D. Moreland Jr.:
The application of applied category theory to quantify mission success. Simul. 99(2): 201-220 (2023)
[c13]
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  - conf/cdc/SheHFH23
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Baike She, Tyler Hanks, James P. Fairbanks, Matthew T. Hale:
Characterizing Compositionality of LQR from the Categorical Perspective. CDC 2023: 1680-1685
[i9]
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  - journals/corr/abs-2302-05575
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Ernst Althaus, Benjamin Merlin Bumpus, James P. Fairbanks, Daniel Rosiak:
Compositional Algorithms on Compositional Data: Deciding Sheaves on Presheaves. CoRR abs/2302.05575 (2023)
[i8]
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  - journals/corr/abs-2305-01811
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Baike She, Tyler Hanks, James P. Fairbanks, Matthew T. Hale:
Characterizing Compositionality of LQR from the Categorical Perspective. CoRR abs/2305.01811 (2023)
[i7]
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  - journals/corr/abs-2305-17208
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Angeline Aguinaldo, Evan Patterson, James P. Fairbanks, Jaime Ruiz:
A Categorical Representation Language and Computational System for Knowledge-Based Planning. CoRR abs/2305.17208 (2023)
2022
[c12]
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Kristopher Brown, Evan Patterson, Tyler Hanks, James P. Fairbanks:
Computational Category-Theoretic Rewriting. ICGT 2022: 155-172
[i6]
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  - journals/corr/abs-2203-16345
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Sophie Libkind, Andrew Baas, Micah Halter, Evan Patterson, James P. Fairbanks:
An Algebraic Framework for Structured Epidemic Modeling. CoRR abs/2203.16345 (2022)
[i5]
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  - journals/corr/abs-2206-08755
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Kristopher Brown, Tyler Hanks, James P. Fairbanks:
Compositional Exploration of Combinatorial Scientific Models. CoRR abs/2206.08755 (2022)
2021
[c11]
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  - journals/corr/abs-2105-12282
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Sophie Libkind, Andrew Baas, Evan Patterson, James P. Fairbanks:
Operadic Modeling of Dynamical Systems: Mathematics and Computation. ACT 2021: 192-206
[i4]
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  - journals/corr/abs-2106-04703
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Evan Patterson, Owen Lynch, James P. Fairbanks:
Categorical Data Structures for Technical Computing. CoRR abs/2106.04703 (2021)
[i3]
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  - journals/corr/abs-2111-03784
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Kristopher Brown, Evan Patterson, James P. Fairbanks:
Double pushout rewriting of C-sets. CoRR abs/2111.03784 (2021)
2020
[i2]
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  - journals/corr/abs-2005-04831
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Micah Halter, Evan Patterson, Andrew Baas, James P. Fairbanks:
Compositional Scientific Computing with Catlab and SemanticModels. CoRR abs/2005.04831 (2020)

2010 – 2019

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2019
[c10]
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  - conf/misdoom/FairbanksFBB19
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James P. Fairbanks, Natalie Fitch, Franklin Bradfield, Erica Briscoe:
Credibility Development with Knowledge Graphs. MISDOOM 2019: 33-47
[c9]
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  - journals/corr/abs-1907-03536
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Micah Halter, Christine Herlihy, James P. Fairbanks:
A Compositional Framework for Scientific Model Augmentation. ACT 2019: 172-182
2018
[c8]
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  - conf/hpec/ThankachanSF18
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Rohit Varkey Thankachan, Brian Paul Swenson, James P. Fairbanks:
Performance Effects of Dynamic Graph Data Structures in Community Detection Algorithms. HPEC 2018: 1-7
2017
[j3]
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  - journals/compnet/FairbanksBS17
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James P. Fairbanks, David A. Bader, Geoffrey D. Sanders:
Spectral partitioning with blends of eigenvectors. J. Complex Networks 5(4): 551-580 (2017)
[c7]
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  - conf/complexnetworks/NathanFB17
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Eisha Nathan, James P. Fairbanks, David A. Bader:
Ranking in Dynamic Graphs Using Exponential Centrality. COMPLEX NETWORKS 2017: 378-389
[c6]
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Rohit Varkey Thankachan, Eric R. Hein, Brian Paul Swenson, James P. Fairbanks:
Integrating productivity-oriented programming languages with high-performance data structures. HPEC 2017: 1-8
[c5]
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  - conf/iccS/NathanSFEB17
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Eisha Nathan, Geoffrey Sanders, James P. Fairbanks, Van Emden Henson, David A. Bader:
Graph Ranking Guarantees for Numerical Approximations to Katz Centrality. ICCS 2017: 68-78
[c4]
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  - conf/ipps/EdigerF17
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David Ediger, James P. Fairbanks:
Deriving Streaming Graph Algorithms from Static Definitions. IPDPS Workshops 2017: 637-642
2016
[b1]
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  - phd/basesearch/Fairbanks16
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James P. Fairbanks:
Graph analysis combining numerical, statistical, and streaming techniques. Georgia Institute of Technology, Atlanta, GA, USA, 2016
[c3]
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  - conf/asunam/FairbanksZB16
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James P. Fairbanks, Anita Zakrzewska, David A. Bader:
New stopping criteria for spectral partitioning. ASONAM 2016: 25-32
[c2]
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  - conf/asunam/ZakrzewskaNFB16
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Anita Zakrzewska, Eisha Nathan, James P. Fairbanks, David A. Bader:
A local measure of community change in dynamic graphs. ASONAM 2016: 349-353
2015
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  - journals/pc/FairbanksKPB15
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James P. Fairbanks, Ramakrishnan Kannan, Haesun Park, David A. Bader:
Behavioral clusters in dynamic graphs. Parallel Comput. 47: 38-50 (2015)
[i1]
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  - journals/corr/FairbanksSB15
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James P. Fairbanks, Geoffrey D. Sanders, David A. Bader:
Spectral Partitioning with Blends of Eigenvectors. CoRR abs/1510.04658 (2015)
2013
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  - conf/asunam/FairbanksEMBG13
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James P. Fairbanks, David Ediger, Robert McColl, David A. Bader, Eric Gilbert:
A statistical framework for streaming graph analysis. ASONAM 2013: 341-347
2011
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  - journals/combinatorics/Fairbanks11
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James P. Fairbanks:
A Ramsey Theorem for Indecomposable Matchings. Electron. J. Comb. 18(1) (2011)

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