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C

Christopher R. Laughman

mitsubishi electric

15H-index
98Paper Count
1.4KCitation Count
Published Papers 16
Publication Date
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Modular deep learning framework for vapor-compression HVAC systems: Scalable, efficient, and physically consistent modeling
errApplied Thermal Engineering
IF6.9
err2026-04-21
err0
PREAI
errAli Vaziri; Hongtao Qiao; Christopher R. Laughman; Huazhen Fang
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Probabilistic forecasting for building energy systems using time-series foundation models
errEnergy and Buildings
IF7.1
err2025-09-18
err0
PREAI
errYoung-Jin Park; François Germain; Jing Liu; Ye Wang; Toshiaki Koike-Akino; Gordon Wichern; Navid Azizan; Christopher Laughman; Ankush Chakrabarty
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errSave
AI-Driven scenario discovery: Diffusion models and multi-armed bandits for building control validation
errEnergy and Buildings
IF7.1
err2025-07-31
err0
PREAI
errWei-Ting Tang; Abraham P. Vinod; François Germain; Joel A. Paulson; Christopher R. Laughman; Ankush Chakrabarty
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errSave
Meta-learning for physically-constrained neural system identification
errNeurocomputing
IF6.5
err2025-07-11
err0
PREAI
errAnkush Chakrabarty; Gordon Wichern; Vedang M. Deshpande; Abraham P. Vinod; Karl Berntorp; Christopher R. Laughman
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errSave
Time-series generative networks for synthesizing realistic scenarios in occupant-centric building simulation
errBuilding Simulation
IF5.9
err2025-07-01
err0
PREAI
errAnkush Chakrabarty; Luigi Vanfretti; Ye Wang; Sicheng Zhan; Takuma Mineyuki; Wei-Ting Tang; Joel A. Paulson; Vedang Deshpande; Scott A. Bortoff; Christopher R. Laughman
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errSave
A physics-constrained deep learning framework for dynamic modeling of vapor compression systems
errAPPLIED THERMAL ENGINEERING
IF6.9
err2024-10-01
err0
PREAI
errMa, Jiacheng; Dong, Yiyun; Qiao, Hongtao; Laughman, Christopher R.
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errSave
Violation-aware contextual Bayesian optimization for controller performance optimization with unmodeled constraints
errJOURNAL OF PROCESS CONTROL
IF3.9
err2024-06-01
err0
errOAAI
errXu, Wenjie; Jones, Colin N.; Svetozarevic, Bratislav; Laughman, Christopher R.; Chakrabarty, Ankush
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errSave
Simulation Failure-Robust Bayesian Optimization for Data-Driven Parameter Estimation
errieee transactions on cybernetics
IF8.7
err2023-05-01
err4
PREAI
errChakrabarty, Ankush; Bortoff, Scott A. A.; Laughman, Christopher R. R.
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errSave
Extremum seeking controller tuning for heat pump optimization using failure-robust Bayesian optimization
errJOURNAL OF PROCESS CONTROL
IF3.9
err2022-12-01
err7
PREAI
errChakrabarty, Ankush; Burns, Daniel J.; Guay, Martin; Laughman, Christopher R.
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errSave
Calibrating building simulation models using multi-source datasets and meta-learned Bayesian optimization
errENERGY AND BUILDINGS
IF7.1
err2022-09-01
err26
PREAI
errZhan, Sicheng; Wichern, Gordon; Laughman, Christopher; Chong, Adrian; Chakrabarty, Ankush
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errSave
Scalable Bayesian optimization for model calibration: Case study on coupled building and HVAC dynamics
errENERGY AND BUILDINGS
IF7.1
err2021-12-01
err33
PREAI
errChakrabarty, Ankush; Maddalena, Emilio; Qiao, Hongtao; Laughman, Christopher
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errSave
Accelerating self-optimization control of refrigerant cycles with Bayesian optimization and adaptive moment estimation
errAPPLIED THERMAL ENGINEERING
IF6.9
err2021-10-01
err26
PREAI
errChakrabarty, Ankush; Danielson, Claus; Bortoff, Scott A.; Laughman, Christopher R.
errShare
errSave
Proportional-Integral Extremum Seeking for Vapor Compression Systems
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2020-03-01
err10
PREAI
errBurns, Daniel J.; Laughman, Christopher R.; Guay, Martin
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errSave
Optimization of circuitry arrangements for heat exchangers using derivative-free optimization
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2018-03-01
err30
errOAAI
errPloskas, Nikolaos; Laughman, Christopher; Raghunathan, Arvind U.; Sahinidis, Nikolaos V.
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errSave
A Kalman-filter spectral envelope preprocessor
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2007-10-01
err40
PREAI
errShaw, Steven R.; Laughman, Christopher R.
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errSave
A method for nonlinear least squares with structured residuals
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2006-10-01
err12
PREAI
errShaw, Steven R.; Laughman, Christopher R.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
N
Nikolaos V. Sahinidis
H-index: 55 · Papers: 251
C
Colin N. Jones
H-index: 50 · Papers: 431
M
Martin Guay
H-index: 39 · Papers: 369
L
Luigi Vanfretti
H-index: 34 · Papers: 418
A
Adrian Chong
H-index: 34 · Papers: 155
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