Carl D. Laird

An algorithmic framework for convex mixed integer nonlinear programs

Pierre Bonami, Lorenz T. Biegler, Andrew R. Conn et al. · Discrete Optimization · 2007 · 885 citations · Full text

Natural Sciences, Computer Science, Mathematics +13

Perspectives on the integration between first-principles and data-driven modeling

William A. Bradley, Jinhyeun Kim, Zachary Kilwein et al. · Computers & Chemical Engineering · 2022 · 208 citations · Full text

Engineering, Computer Science, Data Science +12

Contamination Source Determination for Water Networks

Carl D. Laird, Lorenz T. Biegler, Bart G. van Bloemen Waanders et al. · Journal of Water Resources Planning and Management · 2005 · 190 citations

Engineering, Environmental Engineering, Water Resources Management +17

A fast moving horizon estimation algorithm based on nonlinear programming sensitivity

Ví­ctor M. Zavala, Carl D. Laird, Lorenz T. Biegler · Journal of Process Control · 2008 · 155 citations

Natural Sciences, Computer Science, Mathematics +10

The <scp>IDAES</scp> process modeling framework and model library—Flexibility for process simulation and optimization

Andrew Lee, Jaffer Ghouse, John Eslick et al. · Journal of Advanced Manufacturing and Processing · 2021 · 119 citations · Full text

Engineering, Computational Engineering, Systems Engineering +16