Alexander W. Dowling

14 papers C 2Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
BITS for GAPS: Bayesian Information-Theoretic Sampling for hierarchical GAussian Process Surrogates.
CoRR
Kyla D. Jones, Alexander W. Dowling
2025 J jnl
Quantum Annealing for Combinatorial Optimization: A Benchmarking Study.
CoRR
Seongmin Kim, Sang-Woo Ahn, In-Saeng Suh, Alexander W. Dowling, Eungkyu Lee, Tengfei Luo
2024 J jnl
Measure This, Not That: Optimizing the Cost and Model-Based Information Content of Measurements.
CoRR
Jialu Wang, Zedong Peng, Ryan Hughes, Debangsu Bhattacharyya, David E. Bernal Neira, Alexander W. Dowling
2024 J jnl
Measure this, not that: Optimizing the cost and model-based information content of measurements.
Comput. Chem. Eng.
Jialu Wang, Zedong Peng, Ryan Hughes, Debangsu Bhattacharyya, David E. Bernal Neira, Alexander W. Dowling
2023 J jnl
Learning and optimization under epistemic uncertainty with Bayesian hybrid models.
Comput. Chem. Eng.
Elvis A. Eugene, Kyla D. Jones, Xian Gao, Jialu Wang, Alexander W. Dowling
2021 J jnl
Machine Learning Directed Optimization of Classical Molecular Modeling Force Fields.
J. Chem. Inf. Model.
Bridgette J. Befort, Ryan S. DeFever, Garrett M. Tow, Alexander W. Dowling, Edward J. Maginn
2021 J jnl
MoSDeF Cassandra: A complete Python interface for the Cassandra Monte Carlo software.
J. Comput. Chem.
Ryan S. DeFever, Ray A. Matsumoto, Alexander W. Dowling, Peter T. Cummings, Edward J. Maginn
2020 C conf
Learning and Optimization with Bayesian Hybrid Models.
ACC
Elvis A. Eugene, Xian Gao, Alexander W. Dowling
2020 C conf
Making Money in Energy Markets: Probabilistic Forecasting and Stochastic Programming Paradigms.
ACC
Xian Gao, Alexander W. Dowling
2019 J jnl
Learning and Optimization with Bayesian Hybrid Models.
CoRR
Elvis A. Eugene, Xian Gao, Alexander W. Dowling
2018 J jnl
Economic opportunities for industrial systems from frequency regulation markets.
Comput. Chem. Eng.
Alexander W. Dowling, Victor M. Zavala
2016 J jnl
A framework for multi-stakeholder decision-making and conflict resolution.
Comput. Chem. Eng.
Alexander W. Dowling, Gerardo J. Ruiz-Mercado, Victor M. Zavala
2015 J jnl
A framework for efficient large scale equation-oriented flowsheet optimization.
Comput. Chem. Eng.
Alexander W. Dowling, Lorenz T. Biegler
2015 J jnl
Optimization of sub-ambient separation systems with embedded cubic equation of state thermodynamic models and complementarity constraints.
Comput. Chem. Eng.
Alexander W. Dowling, Cheshta Balwani, Qianwen Gao, Lorenz T. Biegler