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J

Joel A. Paulson

university of wisconsin-madison

29H指数
144论文数
2.5K被引数
收录论文 42
发表时间
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Thermodynamics-Informed Machine Learning of Organic Electrode Material Solubility in Nonaqueous Electrolytes热力学信息指导的有机电极材料在非水系电解质中的溶解度机器学习
errThe Journal of Physical Chemistry B
IF2.9
err2026-05-17
err0
errOAAI
errAbigail M. Houser; Madhav R. Muthyala; Farshud Sorourifar; Justin Xu; Joel A. Paulson; Shiyu Zhang
err分享
err收藏
Modular one-step gas-to-liquid reactor for stranded natural gas monetization: Comprehensive thermodynamic assessment, techno-economic evaluation, and optimized field deployment
errChemical Engineering Journal
IF13.2
err2026-02-02
err0
errOAAI
errTanay A. Jawdekar; Sudeshna Gun; Nathaniel Massa; Medha Otageri; Anuj Joshi; Congwen Lu; Sonu Kumar; Joel A. Paulson; Liang-Shih Fan
err分享
err收藏
Generative Multiobjective Bayesian Optimization with Scalable Batch Evaluations for Sample-Efficient De Novo Molecular Design
errIndustrial and Engineering Chemistry Research
IF3.9
err2025-12-01
err0
PREAI
errMuthyala, Madhav R.; Sorourifar, Farshud; Tan, Tianhong; Peng, You; Paulson, Joel A.
err分享
err收藏
BONSAI: Structure-exploiting robust Bayesian optimization for networked black-box systems under uncertaintyBONSAI：面向不确定性下网络化黑箱系统的结构化鲁棒贝叶斯优化
errComputers & Chemical Engineering
IF3.9
err2025-09-25
err0
PREAI
errAkshay Kudva; Joel A. Paulson
err分享
err收藏
Toward efficient quantum computation of molecular ground-state energies面向分子基态能量的高效量子计算
errAIChE Journal
IF4
err2025-09-24
err0
errOAAI
errFarshud Sorourifar; Mohamed Taha Rouabah; Nacer Eddine Belaloui; Mohamed Messaoud Louamri; Diana Chamaki; Erik J. Gustafson; Norm M. Tubman; Joel A. Paulson; David E. Bernal Neira
err分享
err收藏
Adaptive subspace Bayesian optimization over molecular descriptor libraries for data-efficient chemical design基于分子描述符库的自适应子空间贝叶斯优化用于数据高效的化学设计
errDigital Discovery
IF5.6
err2025-09-01
err0
errOAAI
errFarshud Sorourifar; Thomas Banker; Joel Paulson
err分享
err收藏
AI-Driven scenario discovery: Diffusion models and multi-armed bandits for building control validationAI驱动的场景发现：扩散模型和多臂老虎机在建筑控制验证中的应用
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
err分享
err收藏
Time-series generative networks for synthesizing realistic scenarios in occupant-centric building simulation面向以住户为中心的建筑仿真中合成真实场景的时间序列生成网络
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
err分享
err收藏
Innovations in chemical process control: challenges and opportunities化工过程控制领域的创新：挑战与机遇
errCurrent Opinion in Chemical Engineering
IF6.8
err2025-05-30
err0
PREAI
errFernando V Lima; Yuhe Tian; Helen E Durand; Joel A Paulson; Lorenz T Biegler
err分享
err收藏
SyMANTIC: An Efficient Symbolic Regression Method for Interpretable and Parsimonious Model Discovery in Science and BeyondSyMANTIC: 一种有效的符号回归方法，用于科学及其他领域的可解释和简约模型发现
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2025-02-04
err0
PREAI
errMuthyala, Madhav R.; Sorourifar, Farshud; Peng, You; Paulson, Joel A.
err分享
err收藏
BO4IO: A Bayesian optimization approach to inverse optimization with uncertainty quantification
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-01-01
err0
errOAAI
errLu, Yen-An; Hu, Wei-Shou; Paulson, Joel A.; Zhang, Qi
err分享
err收藏
Real-Time Synergies between Homeostatic Technological and Homeorhetic Ecological Systems by Multiscale MPC and Bayesian Optimization
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-12-02
err0
PREAI
errShah, Utkarsh; Paulson, Joel A.; Bakshi, Bhavik R.
err分享
err收藏
Optimal input design for guaranteed fault diagnosis of nonlinear systems: An active deep learning approach
errCONTROL ENGINEERING PRACTICE
IF4.6
err2024-12-01
err0
PREAI
errMassa, Nathaniel; Paulson, Joel A.
err分享
err收藏
A Practical Multiobjective Learning Framework for Optimal Hardware–Software Co-Design of Control-on-a-Chip Systems
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2024-11-01
err1
PREAI
errChan, Kimberly J.; Paulson, Joel A.; Mesbah, Ali
err分享
err收藏
Zero-Shot Discovery of High-Performance, Low-Cost Organic Battery Materials Using Machine Learning使用机器学习零射击发现高性能，低成本的有机电池材料
errJOURNAL OF THE AMERICAN CHEMICAL SOCIETY
IF15.6
err2024-11-01
err0
PREAI
errPark, Jaehyun; Sorourifar, Farshud; Muthyala, Madhav R.; Houser, Abigail M.; Tuttle, Madison; Paulson, Joel A.; Zhang, Shiyu
err分享
err收藏
Real-time implementation of nonlinear model predictive control for high angle of attack Maneuvers in fighter aircrafts using deep learning
errSYSTEMS SCIENCE & CONTROL ENGINEERING
IF4.4
err2024-04-23
err1
errOAAI
errManzoor, Muhammad Faheem; Paulson, Joel A.; Butt, Yasir Awais; Rehman, Fazal-ur; Bhatti, Aamer Iqbal
err分享
err收藏
Robust Bayesian optimization for flexibility analysis of expensive simulation-based models with rigorous uncertainty bounds
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-02-01
err6
PREAI
errKudva, Akshay; Tang, Wei-Ting; Paulson, Joel A.
err分享
err收藏
No-regret constrained Bayesian optimization of noisy and expensive hybrid models using differentiable quantile function approximations
errJOURNAL OF PROCESS CONTROL
IF3.9
err2023-11-01
err4
errOAAI
errLu, Congwen; Paulson, Joel A.
err分享
err收藏
Physics-Enhanced Neural Ordinary Differential Equations: Application to Industrial Chemical Reaction Systems
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2023-09-13
err17
PREAI
errSorourifar, Farshud; Peng, You; Castillo, Ivan; Bui, Linh; Venegas, Juan; Paulson, Joel A.
err分享
err收藏
Aerothermal characterization of finned surfaces in high-speed flows
errAPPLIED THERMAL ENGINEERING
IF6.9
err2023-06-01
err6
errOAAI
errRebassa, A.; Rahbari, I.; Paulson, J.; Paniagua, G.
err分享
err收藏

研究方向

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合作学者
合作期刊
M
Michael S. Strano
H 指数: 111 · 论文数: 763
K
Keith P. Johnston
H 指数: 104 · 论文数: 607
L
Lorenz T. Biegler
H 指数: 87 · 论文数: 735
R
Richard D. Braatz
H 指数: 86 · 论文数: 864
K
Keith J. Stevenson
H 指数: 78 · 论文数: 594
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