Bibliography Table
This is the same bibliography data as the full bibliography, collapsed into a single sortable table. Click a column header to sort; use the box to filter.
| Year | Kind | Authors | Title | Venue | Link |
|---|---|---|---|---|---|
| 2026 | Conference paper | Hanks, T., Nino, C., Barcelo, J. B., Copeland, A., Dixon, W., & Fairbanks, J. P. | Heterogeneous Multi-Agent Multi-Target Tracking using Cellular Sheaves | European Control Conference (to appear) | Link |
| 2026 | Journal article | Bumpus, B. M., Leal, W., Fairbanks, J. P., Karvonen, M., & Simard, F. | Towards a Unified Theory of Time-Varying Data | Applied Categorical Structures | Link |
| 2026 | Conference paper | Zhao, Y., Hanks, T., Riess, H., Cohen, S., Hale, M., & Fairbanks, J. P. | Asynchronous Nonlinear Sheaf Diffusion for Multi-Agent Coordination | IEEE American Control Conference (accepted) | Link |
| 2026 | Talk | Fairbanks, J. P. | Compositional Modeling: Structures, Dynamics, Optimization | American Control Conference | |
| 2026 | Panel | Fairbanks, J. P., Ames, A., & Moeller, J. | Panel on Applied Category Theory for Compositional Decision Making | American Control Conference | |
| 2026 | Talk | Rauta, G., Fairbanks, J. P., & Kuzendorf, W. | Low-Mach Compressible Navier-Stokes Using Discrete Exterior Calculus on Rectilinear Grids | WCCM-ECCOMAS | |
| 2026 | Talk | Cohen, S., & Fairbanks, J. P. | Federated Learning with Cellular Sheaves | UF Undergraduate Research Symposium | |
| 2026 | Talk | Hanks, T., Riess, H., Cohen, S., Gross, T., Hale, M., & Fairbanks, J. P. | Distributed Multi-Agent Coordination over Cellular Sheaves | AMS Special Session on Applied Category Theory Joint Mathematics Meeting | Link |
| 2026 | Talk | Gross, T. | Quadrotor Coordination Using Cellular Sheaves and Linearized LQR | Center for Undergraduate Research Spring Symposium, Gainesville | |
| 2026 | Talk | Hanks, T., Nino, C., Bou Barcelo, J., Copeland, A., Dixon, W., & Fairbanks, J. P. | Heterogeneous Multi-Agent Multi-Target Tracking | INFORMS Optimization Society Conference | |
| 2026 | Talk | Hanks, T., Klawonn, M., Patterson, E., Hale, M., & Fairbanks, J. P. | Categorical Foundations of Distributed Optimization and Learning | AMS Special Session on Mathematical Foundation of Machine Learning | |
| 2026 | Talk | Hanks, T. | Coordination Sheaves | Core Lab Georgia Tech | |
| 2026 | Conference paper | Currier, K., Leal, W., Rauta, G., Copeland, A., Dixon, W., & Fairbanks, J. P. | Whitney Control Barrier Functions: A Mesh-based Geometric approach via Discrete Exterior Calculus | IFAC (in press) | |
| 2025 | Talk | Fairbanks, J. P., & Zare, A. | Domain Transfer for Continuity of Performance Across SAS Systems | ONR Code 32 Program Review | |
| 2025 | Talk | Leal, W., & Fairbanks, J. P. | Sheaves in Dynamical Systems: Enumerating Fixed Points of CTLNs | Kallies Research Group | |
| 2025 | Talk | Leal, W. | Sheaves in Time Varying Data and Dynamical Systems | NCR Lab UF MAE Department | |
| 2025 | Preprint | Azevedo, A. B., Bumpus, B. M., Capucci, M., Fairbanks, J. P., & Rosiak, D. | Algorithmic and Extremal Obstructions Through the Language of Cohomology | arXiv | Link |
| 2025 | Talk | Fairbanks, J. P., & Leal, W. | Computing Fixed Points of CTLNs with Separated Presheaves, Sheaves and Dynamic Programming | Category Theory Octoberfest 2025 | |
| 2025 | Conference paper | Hanks, T., Fairbanks, J. P., & Klawonn, M. | Generalized Gradient Descent is a Hypergraph Functor | Electronic Proceedings in Theoretical Computer Science | Link |
| 2025 | Talk | Fairbanks, J. P., Morris, L., & Rauta, G. | Building Modeling and Simulation Tools on Discrete Exterior Calculus Foundations | IMSI Workshop on DEC, Differential Geometry, and Applications | |
| 2025 | Talk | Wall, A., & Fairbanks, J. P. | A Category-Theoretic Approach to Resource Optimization | University Mathematics Society | |
| 2025 | Talk | Fairbanks, J. P., & Leal, W. | Sheaf Cohomology on Simplicial Complexes | CODAC COE | |
| 2025 | Talk | Leal, W. | Temporal Analysis of Data Using Category Theory and the Hidden Connection Between Persistence and Accumulation | Seminario de Matemáticas Aplicadas | |
| 2025 | Talk | Fairbanks, J. P. | Going beyond graphs: simplicial, hyper, and relational structure | JuliaCon 2025 | |
| 2025 | Talk | Fairbanks, J. P. | New Approaches in Computational Physics: Multiphysics and Multiscale with Discrete Exterior Calculus | Army Research Laboratory Seminar | |
| 2025 | Talk | Fairbanks, J. P. | Scientific Modeling with Categories | American Control Conference | |
| 2025 | Talk | Fairbanks, J. P. | Applied Category Theory for Dynamics and Control | American Control Conference | |
| 2025 | Talk | Fairbanks, J. P. | Introduction to Applied Category Theory for Compositional Decision Making | ACC Conference Workshop | |
| 2025 | Talk | Fairbanks, J. P. | Compositional Modeling in Applied Category Theory for Compositional Decision Making | ACC Conference Workshop | |
| 2025 | Talk | Rauta, G. | Modeling of Coupled Weakly Compressible Navier-Stokes and Thermal Equation in the Discrete Exterior Calculus | Army Research Lab Poster Session | |
| 2025 | Talk | Fairbanks, J. P. | Modeling with ACT for Compositional Decision Making | American Control Conference | |
| 2025 | Talk | Fairbanks, J. P., & Patterson, E. | Compositional Development of Compositional Mathematics | Applied Category Theory | |
| 2025 | Talk | Hanks, T. | Category Theory for Distributed Optimization | Applied Category Theory | |
| 2025 | Talk | Zelko, J., Cuffaro, M., & Wu, S. L. | A Case Study in Public Health Research | Applied Category Theory | |
| 2025 | Talk | Fairbanks, J. P. | Multiagent Control with Cellular Sheaves | GTRI Seminar | |
| 2025 | Talk | Wall, A., & Fairbanks, J. P. | Structured Decompositions | Undergraduate Mathematics Research Symposium | |
| 2025 | Talk | Carlson, K. | Multigrid Methods for Structure Preserving Discretizations | 22nd Copper Mountain Conference on Multigrid Methods | |
| 2025 | Conference paper | Hanks, T., Riess, H., Cohen, S., Gross, T., Hale, M., & Fairbanks, J. P. | Distributed Multi-agent Coordination over Cellular Sheaves | IEEE Conference on Decision and Control | Link |
| 2025 | Talk | Fairbanks, J. P., & Kim, N. | T6: Validation, Uncertainty Quantification, Uncertainty Budget, Workflow and Data Management | CM3C: Center for Multiscale Modeling of Multiphase Combustion | |
| 2025 | Conference paper | Lary, M., Samuelson, R., Wilentz, A., Zare, A., Klawonn, M., & Fairbanks, J. P. | Learning diagrams: a graphical language for compositional training regimes | The thirteenth international conference on learning representations | Link |
| 2025 | Preprint | Morris, L., Rauta, G., Carlson, K., & Fairbanks, J. P. | Porous Convection in the Discrete Exterior Calculus with Geometric Multigrid | arXiv | Link |
| 2024 | Preprint | Bumpus, B. M., Fairbanks, J. P., & Turner, W. J. | Lassos: Pushing Tree Decompositions Forward Along Homomorphisms | arXiv | Link |
| 2024 | Journal article | Morris, L., Baas, A., Arias, J., Gatlin, M., Patterson, E., & Fairbanks, J. P. | Decapodes: A diagrammatic tool for representing, composing, and computing spatialized partial differential equations | Journal of Computational Science | Link |
| 2024 | Journal article | Aduddell, R., Fairbanks, J. P., Kumar, A., Ocal, P. S., Patterson, E., & Shapiro, B. T. | A compositional account of motifs, mechanisms, and dynamics in biochemical regulatory networks | Compositionality | Link |
| 2024 | Talk | Hanks, T., Klawonn, M., Hale, M., Patterson, E., & Fairbanks, J. P. | A compositional framework for first-order optimization | Air Force Research Laboratory, Rome, NY | |
| 2024 | Conference paper | Hanks, T., She, B., Hale, M., Patterson, E., Klawonn, M., & Fairbanks, J. P. | Modeling Model Predictive Control: A Category Theoretic Framework for Multistage Control Problems | 2024 American Control Conference (ACC) | Link |
| 2024 | Preprint | Hanks, T., Klawonn, M., Patterson, E., Hale, M., & Fairbanks, J. P. | A Compositional Framework for First-Order Optimization | arXiv | Link |
| 2024 | Talk | Fairbanks, J. P., Aduddell, R., Kumar, A., Ocal, P. S., Patterson, E., & Shapiro, B. T. | A compositional account of motifs, mechanisms, and dynamics in biochemical regulatory networks | AMS Southeastern Sectional Meeting | |
| 2024 | Talk | Morris, L., Rauta, G., & Fairbanks, J. P. | Categorical Composition of Discrete Exterior Calculus Climate Models | Programming for the Planet (PROPL) at POPL 2024 | Link |
| 2024 | Conference paper | Bumpus, B. M., Fairbanks, J. P., Genovese, F., Puca, C., & Rosiak, D. | How nice is this functor? Two squares and some homology go a long way | Proceedings of Applied Category Theory | |
| 2024 | Conference paper | Lynch, O., Brown, K., Fairbanks, J. P., & Patterson, E. | GATlab: Modeling and Programming with Generalized Algebraic Theories | Electronic Notes in Theoretical Informatics and Computer Science | Link |
| 2024 | Preprint | Arlin, K., Fairbanks, J. P., Hosgood, T., & Patterson, E. | The diagrammatic presentation of equations in categories | arXiv:2401.09751 | |
| 2024 | Preprint | Samuelson, R., & Stein, D. | Towards a Compositional Framework for Convex Analysis | arXiv | Link |
| 2023 | Conference paper | She, B., Hanks, T., Fairbanks, J. P., & Hale, M. | Characterizing Compositionality of LQR from the Categorical Perspective | 2023 62nd IEEE Conference on Decision and Control (CDC) | Link |
| 2023 | Preprint | Althaus, E., Bumpus, B. M., Fairbanks, J. P., & Rosiak, D. | Compositional Algorithms on Compositional Data: Deciding Sheaves on Presheaves | arXiv | Link |
| 2023 | Talk | Morris, L., Baas, A., Fairbanks, J. P., Arias, J., & Gaitlin, M. | Abstraction and Composition in Modeling and Simulation | Mechanical and Aerospace Engineering Seminar | |
| 2023 | Journal article | Brown, K., Patterson, E., Hanks, T., & Fairbanks, J. P. | Computational category-theoretic rewriting | Journal of Logical and Algebraic Methods in Programming | Link |
| 2023 | Talk | Morris, L., & Nathan, E. | Discourse Sheaves for Opinion Dynamics over Social Media Data | ||
| 2023 | Talk | Aduddell, R., Fairbanks, J. P., Ocal, P. S., Kumar, A., Patterson, E., & Shapiro, B. T. | A compositional account of motifs, mechanisms, and dynamics in biochemical regulatory networks | Applied Category Theory [extended abstract] | |
| 2023 | Talk | Libkind, S., Bumpus, B. M., Garcia, J. L., Sorkatti, L. H., & Tenka, S. | Additive Invariants of Open Petri Nets | arXiv | Link |
| 2023 | Talk | Fairbanks, J. P., Hanks, T., She, B., Patterson, E., Hale, M., & Klawonn, M. | A Compositional Framework for Convex Model Predictive Control | Applied Category Theory | |
| 2023 | Talk | Bumpus, B. M., Fairbanks, J. P., Rosiak, D., & Althaus, E. | Compositional Algorithms on Compositional Data: Deciding Sheaves on Presheaves | Applied Category Theory | |
| 2023 | Talk | Lynch, O., Brown, K., Fairbanks, J. P., & Patterson, E. | Gatlab.jl: Symbolic computing with categories using generalized algebraic theories | Applied Category Theory | |
| 2023 | Talk | Fairbanks, J. P., Morris, L., & Rauta, G. | Computational Multiphysics in a Categorical Framework | Applied Category Theory | |
| 2023 | Talk | Fairbanks, J. P., Hanks, T., She, B., Hale, M., Patterson, E., & Klawonn, M. | A Compositional Framework for Model Predictive Control | AFOSR Center of Excellence Program Review | |
| 2023 | Talk | Fairbanks, J. P. | Decapodes.jl: a framework for multiphysics simulation | MAE Department AFOSR Visit | |
| 2023 | Talk | Morris, L., Baas, A., Fairbanks, J. P., Arias, J., & Gaitlin, M. | Abstraction and Composition in Modeling and Simulation | SIAM Conference on Computational Science and Engineering | |
| 2023 | Journal article | Garrett, R. K., Fairbanks, J. P., Loper, M. L., & Moreland, J. D. | The application of applied category theory to quantify mission success | Simulation | Link |
| 2023 | Talk | Bumpus, B. M., & Fairbanks, J. P. | Chopping things up to decide stuff fast | 54th Southeastern International Conference on Combinatorics, Graph Theory and Computing, Boca Raton, Florida, USA | |
| 2023 | Talk | Fairbanks, J. P., Aduddell, R., Ocal, P. S., Patterson, E., Shapiro, B. T., & Kumar, A. | A Categorical Framework for (Gene) Regulatory Networks | Joint Mathematics Meetings | |
| 2023 | Talk | Morris, L., Baas, A., Fairbanks, J. P., Arias, J., & Gaitlin, M. | Abstraction and Composition in Modeling and Simulation | Graduate Mathematics Association | |
| 2023 | Journal article | Patterson, E., Baas, A., Hosgood, T., & Fairbanks, J. P. | A diagrammatic view of differential equations in physics | Mathematics in Engineering | Link |
| 2023 | Conference paper | Aguinaldo, A., Patterson, E., Fairbanks, J. P., Regli, W., & Ruiz, J. | A Categorical Representation Language and Computational System for Knowledge-Based Robotic Task Planning [Best Paper Award] | Proceedings of the AAAI Symposium Series | Link |
| 2023 | Talk | Fairbanks, J. P., & Lynch, O. | Computational category theory in applied mathematics | Joint Mathematics Meetings | |
| 2022 | Journal article | Patterson, E., Lynch, O., & Fairbanks, J. P. | Categorical Data Structures for Technical Computing | Compositionality | Link |
| 2022 | Conference paper | Libkind, S., Baas, A., Patterson, E., & Fairbanks, J. P. | Operadic Modeling of Dynamical Systems: Mathematics and Computation | Electronic Proceedings in Theoretical Computer Science | Link |
| 2022 | Talk | Fairbanks, J. P. | Scientific and engineering modeling with applied category theory | DARPA Young Faculty Colloquium | |
| 2022 | Talk | Fairbanks, J. P., & Patterson, E. | Enkix task reasoning | DARPA Program Review | |
| 2022 | Talk | Fairbanks, J. P. | Computational physics with categories | Institute of Theoretical Physics, Friedrich-Alexander-Universität Erlangen-Nürnberg | |
| 2022 | Talk | Fairbanks, J. P., & Patterson, E. | Enkix task reasoning | DARPA Site Visit | |
| 2022 | Talk | Fairbanks, J. P. | Using category theory to design computational mathematics software | UF Numerical Analysis and SIAM Seminar | |
| 2022 | Journal article | Libkind, S., Baas, A., Halter, M., Patterson, E., & Fairbanks, J. P. | An algebraic framework for structured epidemic modelling | Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences | Link |
| 2022 | Talk | Hanks, T. | Compositional Convex Optimization | Air Force Research Laboratory | |
| 2022 | Talk | Fairbanks, J. P. | Applied category theory for the mathematics of disease | Canadian Network for Modeling Infectious Disease | |
| 2022 | Talk | Fairbanks, J. P. | Scientific and engineering modeling with applied category theory | MAE Control Theory Working Group | |
| 2022 | Conference paper | Brown, K., Patterson, E., Hanks, T., & Fairbanks, J. P. | Computational Category-Theoretic Rewriting [Best Paper] | Graph Transformation: 15th International Conference, ICGT 2022, Held as Part of STAF 2022, Nantes, France, July 7–8, 2022, Proceedings | Link |
| 2022 | Talk | Patterson, E., Hosgood, T., Baas, A., & Fairbanks, J. P. | Diagrammatic differential equations: Formal categorical framework and applications to multiphysics simulation | Applied Category Theory | Link |
| 2022 | Talk | Libkind, S., Baas, A., Halter, M., Patterson, E., & Fairbanks, J. P. | Typed and stratified models with slice categories | Applied Category Theory | Link |
| 2022 | Talk | Fairbanks, J. P. | Diagrammatic equations in physics: Directly computable models | Lawrence Livermore National Laboratory, Center for Applied Scientific Computing | |
| 2022 | Talk | Fairbanks, J. P. | Model aware scientific computing with categories | Air Force Research Laboratory Information Directorate, Rome, NY | |
| 2022 | Talk | Fairbanks, J. P., & Zare, A. | Diagrammatic equations for complex machine learning formulations | ECE Department ONR Site Visit | |
| 2022 | Talk | Fairbanks, J. P. | Computational modeling with category theory | Systems Medicine Laboratory Seminar, UF College of Medicine | |
| 2022 | Talk | Fairbanks, J. P. | Diagrammatic equations in numerical multiphysics | Simula Research Laboratory, Numerical Analysis Research Seminar (Oslo, NO) | |
| 2022 | Talk | Fairbanks, J. P. | Introduction to applied category theory | Simula Research Laboratory, Coffee and Theorems (Oslo, NO) | |
| 2022 | Panel | Fairbanks, J. P. | HWCOE Early Career Researcher Award Panel | UF ECR Development Workshop | |
| 2022 | Talk | Fairbanks, J. P. | Scientific modeling with AlgebraicJulia | rel.ai Research Seminar | |
| 2022 | Talk | Bumpus, B. M., & Fairbanks, J. P. | Structured Decompositions: Recursive Data and Recursive Algorithms | Joint Mathematics Meetings | |
| 2022 | Conference paper | Brown, K., Hanks, T., & Fairbanks, J. P. | Compositional Exploration of Combinatorial Scientific Models | Applied Category Theory | Link |
| 2022 | Talk | Brown, K., & Fairbanks, J. P. | Automated model space exploration | Topos Institute and UW-IHME Compositional Epidemiology Modeling Working Group | |
| 2022 | Talk | Libkind, S., & Fairbanks, J. P. | Compositional modeling of disease dynamics | Topos Institute and UW-IHME Compositional Epidemiology Modeling Working Group | |
| 2022 | Talk | Wu, S. L., Libkind, S., Brown, K., Patterson, E., & Fairbanks, J. P. | Individual. jl: Rewriting individual-based models for epidemiology using graph rewriting | Applied Category Theory | Link |
| 2021 | Poster | Perez, J., Baas, A., Ferrall-Fairbanks, M. C., Platt, M. O., & Fairbanks, J. P. | Parameter estimation by minimizing the loss with respect to a finite difference approximation on the vector field | Biomedical Engineering Society Annual Meeting | |
| 2021 | Talk | Jackson, M., Halter, M., Goodyear, T., O’Donnell, B., & Fairbanks, J. P. | Accelerating automatic target recognition performance evaluation with a relational database | Tri-Service Radar Symposium | |
| 2021 | Talk | Patterson, E., & Fairbanks, J. P. | Compositional modeling with AlgebraicJulia | NIH IMAG MSM Viral Pandemic Meetings | Link |
| 2021 | Talk | Lynch, O., Patterson, E., & Fairbanks, J. P. | Shaped data with acsets | JuliaCon | Link |
| 2021 | Talk | Libkind, S., & Fairbanks, J. P. | AlgebraicDynamics: Compositional dynamical systems | JuliaCon | Link |
| 2021 | Talk | Fairbanks, J. P. | The Algebraic Julia Ecosystem, a categorical approach to technical computing | Topos Institute Berkeley Seminar | Link |
| 2021 | Poster | Lynch, O., Fairbanks, J. P., & Evan, P. | Graphical semantic modeling with semagrams.jl | Applied Category Theory | |
| 2021 | Talk | Fairbanks, J. P. | Computational categorical algebra with catlab | GReTA: Graph Transformation, Theory, and Applications Seminar | Link |
| 2021 | Talk | Fairbanks, J. P. | Progress towards the GroMet specification for semantic model exchange | DARPA Automating Scientific Knowledge Extraction Principal Investigator Meeting | |
| 2021 | Talk | Fairbanks, J. P. | Generalized Algebraic Theories for Enhancing Multiphysics: An Introductory Deep Dive | DARPA Directly Computable Models Program Review | |
| 2021 | Talk | Fairbanks, J. P. | Categorical Scientific Knowledge Representation | DARPA Automating Scientific Knowledge Extraction Stakeholder Workshop | |
| 2021 | Talk | Fairbanks, J. P. | Introduction to the AlgebraicJulia software ecosystem | UF CISE and LLNL Advisory Board Annual Meeting | |
| 2021 | Talk | Fairbanks, J. P. | Model aware scientific computing with categories | DARPA Young Faculty Award Principal Investigators Meeting Poster Session | |
| 2021 | Talk | Fairbanks, J. P. | Rethinking set theory and applications | UF University Math Society | |
| 2021 | Journal article | Mordecai, Y., Fairbanks, J. P., & Crawley, E. F. | Category-theoretic formulation of the model-based systems architecting cognitive-computational cycle | Applied Sciences | Link |
| 2020 | Conference paper | Halter, M., Herlihy, C., & Fairbanks, J. P. | A Compositional Framework for Scientific Model Augmentation | Electronic Proceedings in Theoretical Computer Science | Link |
| 2020 | Conference paper | Halter, M., Patterson, E., Baas, A., & Fairbanks, J. P. | Compositional Scientific Computing with Catlab and SemanticModels | Applied Category Theory | Link |
| 2020 | Talk | Halter, M., Patterson, E., Baas, A., & Fairbanks, J. P. | Compositional Scientific Computing with Catlab and SemanticModels | Applied Category Theory | Link |
| 2020 | Talk | Fairbanks, J. P. | Rethinking Set Theory and Computational Mathematics | Undergraduate Math Society | |
| 2020 | Talk | Fairbanks, J. P. | Automating model fusion with decorated cospan categories | MIT Category Theory Seminar | |
| 2020 | Journal article | Briscoe, E., & Fairbanks, J. P. | Artificial scientific intelligence and its impact on national security and foreign policy | Orbis | Link |
| 2020 | Conference paper | Halter, M., Raparti, S., Cao, K., Herlihy, C., & Fairbanks, J. P. | SemanticModels. jl: a julia package for scientific model augmentation | Proceedings of the JuliaCon conferences | |
| 2020 | Conference paper | Fairbanks, J. P., Fitch, N., Bradfield, F., & Briscoe, E. | Credibility Development with Knowledge Graphs | Lecture Notes in Computer Science | Link |
| 2020 | Talk | Halter, M., Raparti, S., Cao, K., Herlihy, C., & Fairbanks, J. P. | SemanticModels. jl: a julia package for scientific model augmentation | Proceedings of the JuliaCon conferences | |
| 2019 | Conference paper | Cao, K., & Fairbanks, J. P. | Unsupervised Construction of Knowledge Graphs From Text and Code | SIGKDD Conference on Knowledge Discovery and Data Mining International Workshop on Mining and Learning with Graphs | Link |
| 2019 | Talk | Herlihy, C., & Fairbanks, J. P. | semanticmodels.jl: Not just another modeling framework | JuliaCon | Link |
| 2019 | Talk | Fairbanks, J. P., Davis, E., & Morrison, C. | Model IR working group: Initial progress | DARPA ASKE Program Meeting | |
| 2019 | Panel | Cohen, P. R., Davis, E., & Nielson, A. | Abstract Representations of Scientific Models | DARPA ASKE Principal Investigator Meeting | |
| 2019 | Panel | Elliot, J., Bachman, J. A., Davis, E., Morrison, C., & Fairbanks, J. P. | Toward the Modeling Stack Panel | Modeling the World's Systems 2019 | Link |
| 2019 | Poster | Fairbanks, J. P. | Semantic model understanding for scientific model augmentation | Systems Biology of Human Disease | |
| 2019 | Talk | Fairbanks, J. P. | Semantic program analysis for scientific model augmentation | Lawrence Livermore National Laboratory | |
| 2019 | Talk | Nadolski, M., & Fairbanks, J. P. | Complex Systems Analysis of Hybrid Warfare | Conference on Systems Engineering Research | |
| 2019 | Talk | Fairbanks, J. P. | Program analysis for scientific model augmentation | University of Florida Informatics Institute Spring Symposium | |
| 2019 | Conference paper | Nadolski, M., & Fairbanks, J. P. | Complex systems analysis of hybrid warfare | Procedia Computer Science | Link |
| 2019 | Conference paper | Herlihy, C., Cao, K., Reparti, S., Briscoe, E., & Fairbanks, J. P. | Semantic Program Analysis for Scientific Model Augmentation | Modeling the World’s Systems | |
| 2019 | Talk | Herlihy, C., Cao, K., Reparti, S., Briscoe, E., & Fairbanks, J. P. | Semantic Program Analysis for Scientific Model Augmentation | Modeling the World’s Systems | |
| 2018 | Talk | Fairbanks, J. P. | Data science and graph analytics with julia | University of Florida Informatics Institute | |
| 2018 | Conference paper | Campbell, N., Goodyear, T., Messer, W., Stuart, E., & Fairbanks, J. P. | Digital Witness: Remote Method for Volunteering Digital Evidence on Mobile Devices | 2018 IEEE International Symposium on Technologies for Homeland Security (HST) | Link |
| 2018 | Conference paper | Thankachan, R. V., Swenson, B. P., & Fairbanks, J. P. | Performance Effects of Dynamic Graph Data Structures in Community Detection Algorithms | 2018 IEEE High Performance extreme Computing Conference (HPEC) | Link |
| 2018 | Conference paper | Fairbanks, J. P., Fitch, N., Knauf, N., & Briscoe, E. | Credibility Assessment in the News: Do We Need to Read? | WSDM/MIS2 | Link |
| 2018 | Conference paper | Nathan, E., Fairbanks, J. P., & Bader, D. A. | Ranking in Dynamic Graphs Using Exponential Centrality | Complex Networks & Their Applications VI | Link |
| 2018 | Talk | Fairbanks, J. P. | Solving applied graph theory problems in the JuliaGraphs ecosystem | MIT CSAIL Seminar | |
| 2018 | Talk | Fairbanks, J. P. | The JuliaGraphs ecosystem: Move fast and don't break things | JuliaCon | Link |
| 2018 | Talk | Besançon, M., & Fairbanks, J. P. | Graph interfaces: Bespoke graphs for every occasion | JuliaCon | Link |
| 2017 | Conference paper | Thankachan, R. V., Hein, E. R., Swenson, B. P., & Fairbanks, J. P. | Integrating productivity-oriented programming languages with high-performance data structures | 2017 IEEE High Performance Extreme Computing Conference (HPEC) | Link |
| 2017 | Conference paper | Ediger, D., & Fairbanks, J. P. | Deriving Streaming Graph Algorithms from Static Definitions | 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) | Link |
| 2017 | Conference paper | Nathan, E., Sanders, G., Fairbanks, J. P., Henson, V. E., & Bader, D. A. | Graph Ranking Guarantees for Numerical Approximations to Katz Centrality | Procedia Computer Science | Link |
| 2017 | Journal article | Fairbanks, J. P., Bader, D. A., & Sanders, G. | Spectral partitioning with blends of eigenvectors | Journal of Complex Networks | Link |
| 2017 | Talk | Bromberger, S., & Fairbanks, J. P. | LightGraphs: Our network, our story | JuliaCon | Link |
| 2017 | Talk | Frederick, T., Herlihy, C., & Fairbanks, J. P. | Using big data to predict and analyze cooperation and conflict | The Conflict Conference | |
| 2017 | Talk | Fairbanks, J. P., Knauf, N., Fitch, N., Herlihy, C., & Briscoe, E. | Assessing credibility in the global news media | Link | |
| 2017 | Poster | Fairbanks, J. P. | QueryGarden: growing healthy applications in well prepared SQL | OHDSI Symposium | |
| 2017 | Poster | Brown, C. S., Duke, J., Fairbanks, J. P., Herlihy, C., Mukadam, K., Poovey, J., & Rost, M. | Implementing real-time patient level predictions using PLP models | OHDSI Symposium | |
| 2016 | Conference paper | Fairbanks, J. P., Zakrzewska, A., & Bader, D. A. | New stopping criteria for spectral partitioning | 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) | Link |
| 2016 | Conference paper | Zakrzewska, A., Nathan, E., Fairbanks, J. P., & Bader, D. A. | A local measure of community change in dynamic graphs | 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) | Link |
| 2016 | Conference paper | Bader, D. A., Michalewicz, A., Green, O., Birkett-Rees, J., Riedy, J., Fairbanks, J. P., & Zakrzewska, A. | Semantic database applications at the samtavro cemetery, georgia | The 44th Computer Applications and Quantitative Methods in Archaeology Conference (CAA) | Link |
| 2016 | Talk | Bader, D. A., Michalewicz, A., Green, O., Birkett-Rees, J., Riedy, J., Fairbanks, J. P., & Zakrzewska, A. | Semantic database applications at the samtavro cemetery, georgia | The 44th Computer Applications and Quantitative Methods in Archaeology Conference (CAA) | Link |
| 2015 | Poster | Fairbanks, J. P. | Discovering block structure with approximate eigenvectors | SIAM Computational Science and Engineering | |
| 2015 | Journal article | Fairbanks, J. P., Kannan, R., Park, H., & Bader, D. A. | Behavioral clusters in dynamic graphs | Parallel Computing | Link |
| 2015 | Poster | Fairbanks, J. P., & Sanders, G. | Discovering block structure in graphs with approximate eigenvectors | SIAM Computational Science and Engineering | Link |
| 2013 | Conference paper | Fairbanks, J. P., Ediger, D., McColl, R., Bader, D. A., & Gilbert, E. | A statistical framework for streaming graph analysis | 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013) | Link |
| 2012 | Poster | Fairbanks, J. P. | Ramsey theorem for indecomposable matchings | Graph Theory at Georgia Tech (GT@GT) | |
| 2011 | Journal article | Fairbanks, J. P. | A Ramsey theorem for indecomposable matchings | arXiv:1110.3314 | Link |