David M. Bortz

30 papers Journal 28Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Bias and Coverage Properties of the WENDy-IRLS Algorithm. CoRR Abhi Chawla, David M. Bortz, Vanja Dukic
2025	J	`jnl`	Influence of initial conditions on data-driven model identification and information entropy for ideal mhd problems. J. Comput. Phys. Gina Vasey, Daniel A. Messenger, David M. Bortz, Andrew J. Christlieb, Brian W. O'Shea
2025	J	`jnl`	Learning Weather Models from Data with WSINDy. CoRR Seth Minor, Daniel A. Messenger, Vanja Dukic, David M. Bortz
2025	J	`jnl`	Learning structured population models from data with WSINDy. PLoS Comput. Biol. Rainey Lyons, Vanja Dukic, David M. Bortz
2025	J	`jnl`	WENDy for Nonlinear-in-Parameters ODEs. CoRR Nic Rummel, Daniel A. Messenger, Stephen Becker, Vanja Dukic, David M. Bortz
2025	J	`jnl`	Weak Form Learning for Mean-Field Partial Differential Equations: an Application to Insect Movement. CoRR Seth Minor, Bret D. Elderd, Benjamin Van Allen, David M. Bortz, Vanja Dukic
2025	J	`jnl`	Weak Form Scientific Machine Learning: Test Function Construction for System Identification. CoRR April Tran, David M. Bortz
2024	J	`jnl`	A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling. CoRR Christophe Bonneville, Xiaolong He, April Tran, Jun Sur Richard Park, William Fries, Daniel A. Messenger, Siu Wun Cheung, Yeonjong Shin, David M. Bortz, Debojyoti Ghosh, Jiun-Shyan Chen, Jonathan L. Belof, Youngsoo Choi
2024	J	`jnl`	Physics-informed active learning with simultaneous weak-form latent space dynamics identification. CoRR Xiaolong He, April Tran, David M. Bortz, Youngsoo Choi
2024	J	`jnl`	The Weak Form Is Stronger Than You Think. CoRR Daniel A. Messenger, April Tran, Vanja Dukic, David M. Bortz
2023	J	`jnl`	Coarse-Graining Hamiltonian Systems Using WSINDy. CoRR Daniel A. Messenger, Joshua W. Burby, David M. Bortz
2023	J	`jnl`	Direct Estimation of Parameters in ODE Models Using WENDy: Weak-form Estimation of Nonlinear Dynamics. CoRR David M. Bortz, Daniel A. Messenger, Vanja Dukic
2023	J	`jnl`	Weak-Form Latent Space Dynamics Identification. CoRR April Tran, Xiaolong He, Daniel A. Messenger, Youngsoo Choi, David M. Bortz
2022	J	`jnl`	Analytical Singular Value Decomposition for a Class of Stoichiometry Matrices. SIAM J. Matrix Anal. Appl. Jacqueline Wentz, Jeffrey C. Cameron, David M. Bortz
2022	J	`jnl`	Asymptotic consistency of the WSINDy algorithm in the limit of continuum data. CoRR Daniel A. Messenger, David M. Bortz
2022	J	`jnl`	Learning Anisotropic Interaction Rules from Individual Trajectories in a Heterogeneous Cellular Population. CoRR Daniel A. Messenger, Graycen E. Wheeler, Xuedong Liu, David M. Bortz
2022	—	`conf`	Online Weak-form Sparse Identification of Partial Differential Equations. MSML Daniel A. Messenger, Emiliano Dall'Anese, David M. Bortz
2022	J	`jnl`	Online Weak-form Sparse Identification of Partial Differential Equations. CoRR Daniel A. Messenger, Emiliano Dall'Anese, David M. Bortz
2021	J	`jnl`	Boundedness of a Class of Spatially Discrete Reaction-Diffusion Systems. SIAM J. Appl. Math. Jacqueline M. Wentz, David M. Bortz
2021	J	`jnl`	Learning Mean-Field Equations from Particle Data Using WSINDy. CoRR Daniel A. Messenger, David M. Bortz
2021	J	`jnl`	Weak SINDy for partial differential equations. J. Comput. Phys. Daniel A. Messenger, David M. Bortz
2021	J	`jnl`	Weak SINDy: Galerkin-Based Data-Driven Model Selection. Multiscale Model. Simul. Daniel A. Messenger, David M. Bortz
2020	J	`jnl`	Weak SINDy For Partial Differential Equations. CoRR Daniel A. Messenger, David M. Bortz
2020	J	`jnl`	Weak SINDy: Galerkin-Based Data-Driven Model Selection. CoRR Daniel A. Messenger, David M. Bortz
2019	J	`jnl`	Sensitivity and Bifurcation Analysis of a Differential-Algebraic Equation Model for a Microbial Electrolysis Cell. SIAM J. Appl. Dyn. Syst. Harry J. Dudley, Lu Lu, Zhiyong Jason Ren, David M. Bortz
2018	—	`conf`	A data-driven approach to artificial pancreas verification and synthesis. ICCPS Taisa Kushner, David M. Bortz, David M. Maahs, Sriram Sankaranarayanan
2018	J	`jnl`	Investigation of a Structured Fisher's Equation with Applications in Biochemistry. SIAM J. Appl. Math. John T. Nardini, David M. Bortz
2016	J	`jnl`	Variable viscosity and density biofilm simulations using an immersed boundary method, part II: Experimental validation and the heterogeneous rheology-IBM. J. Comput. Phys. Jay A. Stotsky, Jason F. Hammond, Leonid Pavlovsky, Elizabeth J. Stewart, John G. Younger, Michael J. Solomon, David M. Bortz
2013	J	`jnl`	Spatially Heterogeneous Biofilm Simulations using an Immersed Boundary Method with Lagrangian Nodes Defined by Bacterial Locations CoRR Jason F. Hammond, Elizabeth J. Stewart, John G. Younger, Michael J. Solomon, David M. Bortz
2011	J	`jnl`	Analytical solutions to Fisher's equation with time-variable coefficients. Appl. Math. Comput. Jason F. Hammond, David M. Bortz