Carl D. Laird

According to our database1, Carl D. Laird authored at least 25 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A mixed integer linear programming approach for the design of chemical process families.
Comput. Chem. Eng., 2024

Utilizing modern computer architectures to solve mathematical optimization problems: A survey.
Comput. Chem. Eng., 2024

2023
Linear model decision trees as surrogates in optimization of engineering applications.
Comput. Chem. Eng., October, 2023

Scalable Parallel Nonlinear Optimization with PyNumero and Parapint.
INFORMS J. Comput., 2023

Chemical process flowsheet optimization with full space, surrogate, and implicit formulations of a Gibbs reactor.
CoRR, 2023

2022
OMLT: Optimization & Machine Learning Toolkit.
J. Mach. Learn. Res., 2022

An implicit function formulation for optimization of discretized index-1 differential algebraic systems.
Comput. Chem. Eng., 2022

Perspectives on the integration between first-principles and data-driven modeling.
Comput. Chem. Eng., 2022

2021
PharmaPy: An object-oriented tool for the development of hybrid pharmaceutical flowsheets.
Comput. Chem. Eng., 2021

2020
Scalable preconditioning of block-structured linear algebra systems using ADMM.
Comput. Chem. Eng., 2020

2018
Benchmarking ADMM in nonconvex NLPs.
Comput. Chem. Eng., 2018

A multitree approach for global solution of ACOPF problems using piecewise outer approximations.
Comput. Chem. Eng., 2018

2016
Clustering-based preconditioning for stochastic programs.
Comput. Optim. Appl., 2016

An augmented Lagrangian interior-point approach for large-scale NLP problems on graphics processing units.
Comput. Chem. Eng., 2016

2015
Nonlinear programming strategies on high-performance computers.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014
Efficient parallel solution of large-scale nonlinear dynamic optimization problems.
Comput. Optim. Appl., 2014

An interior-point method for efficient solution of block-structured NLP problems using an implicit Schur-complement decomposition.
Comput. Chem. Eng., 2014

2013
Sensor location for nonlinear dynamic systems via observability analysis and MAX-DET optimization.
Comput. Chem. Eng., 2013

2012
Real-time inversion in large-scale water networks using discrete measurements.
Comput. Chem. Eng., 2012

A stochastic programming approach for gas detector placement using CFD-based dispersion simulations.
Comput. Chem. Eng., 2012

Determining transcription factor profiles from fluorescent reporter systems involving regularization of inverse problems.
Proceedings of the American Control Conference, 2012

2010
Optimal design of cryogenic air separation columns under uncertainty.
Comput. Chem. Eng., 2010

Estimating seasonal drivers in childhood infectious diseases with continuous time and discrete-time models.
Proceedings of the American Control Conference, 2010

2008
An algorithmic framework for convex mixed integer nonlinear programs.
Discret. Optim., 2008

2006
Large-Scale Nonlinear Programming for Multi-scenario Optimization.
Proceedings of the Modeling, 2006


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