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- Boris Kramer
- Neonatology
- 2011

Antenatal inflammation may be associated with adverse neonatal outcomes in several organ systems. Bacteria and a few viruses have been detected in cases of microbial invasion of the amniotic cavityâ€¦ (More)

- Boris Kramer, Piyush Grover, Petros Boufounos, Saleh Nabi, Mouhacine Benosman
- SIAM J. Applied Dynamical Systems
- 2017

We present a sparse sensing framework based on Dynamic Mode Decomposition (DMD) to identify flow regimes and bifurcations in large-scale thermo-fluid systems. Motivated by real-time sensing andâ€¦ (More)

- Mouhacine Benosman, Boris Kramer, Petros Boufounos, Piyush Grover
- 2016 American Control Conference (ACC)
- 2016

We present results on stabilization for reduced order models (ROM) of partial differential equations using learning. Stabilization is achieved via closure models for ROMs, where we use a model-freeâ€¦ (More)

- John A. Burns, Boris Kramer
- 2015 American Control Conference (ACC)
- 2015

If convection is the dominate mechanism for heat transfer in a heat exchangers, then the devices are often modeled by hyperbolic partial differential equations. One of the difficulties with thisâ€¦ (More)

- Benjamin Peherstorfer, Boris Kramer, Karen Willcox
- J. Comput. Physics
- 2017

In failure probability estimation, importance sampling constructs a biasing distribution that targets the failure event such that a small number of model evaluations is sufficient to achieve a Monteâ€¦ (More)

The solution of large-scale matrix algebraic Riccati equations is important for instance in control design and model reduction and remains an active area of research. We consider a class of matrixâ€¦ (More)

Accurately estimating rare event probabilities with Monte Carlo can become costly if for each sample a computationally expensive high-fidelity model evaluation is necessary to approximate the systemâ€¦ (More)

- Boris Kramer
- 2016 American Control Conference (ACC)
- 2016

We consider control and design for coupled, multiphysics systems governed by partial differential equations (PDEs). The numerical solution of the control problem involves large systems of ordinaryâ€¦ (More)

- Mouhacine Benosman, Jeff Borggaard, Boris Kramer
- ArXiv
- 2016

We present some results on stabilization for reduced-order models (ROMs) of partial differential equations. The stabilization is achieved using Lyapunov theory to design a new closure model that isâ€¦ (More)

Probiotic supplementation reduces the risk of necrotizing enterocolitis (NEC) and late-onset sepsis (LOS) in preterm infants, but it remains to be determined whether this reduction translates into aâ€¦ (More)