Zoltán K. Nagy - Publications, H-index & Citations

Zoltán K. Nagy

Purdue University

60H指数

551论文数

1.4W被引数

收录论文 228

发表时间

Integrating machine learning and CFD-derived hydrodynamics for predictive scale-up of combined cooling and antisolvent crystallization 将机器学习与CFD衍生的水动力学相结合，用于联合冷却和反溶剂结晶的预测性放大

Chemical Engineering Journal

IF13.2

2026-09-05

PREAI

Kensaku Matsunami; Yash Barhate; Antonello Raponi; Varun Sundarkumar; Guanghui Zhu; Neda Nazemifard; Charles Papageorgiou; Zoltan K. Nagy

CompArt: Hybrid Artificial Intelligence–Compartmental modeling for transferable scale-up of multiphase reactors CompArt：混合人工智能-分室建模，用于多相反应器的可转移放大

Chemical Engineering Journal Advances

IF7.1

2026-07-17

OAAI

Antonello Raponi; Zoltan K. Nagy

Population balance modeling and digital design of degree of agglomeration in industrial crystallization 工业结晶中团聚程度的种群平衡建模与数字设计

AIChE Journal

IF4

2026-06-13

OAAI

Yung-Shun Kang; Hemalatha Kilari; Neda Nazemifard; C. Benjamin Renner; Yihui Yang; Charles Papageorgiou; Zoltan K. Nagy

Technoeconomic and sustainability analysis of batch and continuous crystallization for pharmaceutical manufacturing 制药制造中分批结晶与连续结晶的技术经济和可持续性分析

AIChE Journal

IF4

2026-04-03

OAAI

Jungsoo Rhim; Zoltan K. Nagy

Reliability-Based Design and Control of Crystallization Systems Under Parametric and Process Uncertainties 基于参数和过程不确定性的结晶系统可靠性设计与控制

IEEE Transactions on Control Systems Technology

IF3.9

2026-03-30

PREAI

Yash G. Barhate; Zoltan K. Nagy

CompArt: Next generation COMPartmental models powered by ARTificial intelligence CompArt：由人工智能驱动的新一代区室模型

Separation and Purification Technology

IF9

2026-03-19

OAAI

Antonello Raponi; Zoltan K. Nagy

Generalized Digital Framework for the Sustainable Recovery of Active Pharmaceutical Ingredients from Solid Drug Formulations 用于从固体药物制剂中可持续回收活性药物成分的广义数字框架

ORGANIC PROCESS RESEARCH & DEVELOPMENT

IF3.5

2026-03-01

PREAI

Korde, Shrivatsa Shrirang; Reklaitis, Gintaras V.; Nagy, Zoltan K.

Systematic Digital Framework for Optimizing Changeover Cleaning in Pharmaceutical Industries 用于优化制药行业转换清洁的系统数字框架

Cleaner Engineering and Technology

IF6.5

2026-02-02

OAAI

Megha Das; Gintaras V. Reklaitis; Zoltan K. Nagy

Systematic workflow for crystallization process design for a polymorphic system: an experimental case study of imatinib mesylate 多晶型系统的结晶过程设计系统化工作流程：伊马替尼甲磺酸盐的实验案例研究

CrystEngComm

IF2.6

2025-12-24

OAAI

Hemalatha Kilari †; Ilke Akturk †; Attila Tamas Csathy; Murat Ekin Agca; Urvi Mathur; Zoltan K. Nagy

2D population balance modeling and ML-based multi-objective optimization for the crystallization process of resveratrol 2D种群平衡建模与基于机器学习的白藜芦醇结晶过程多目标优化

AIChE Journal

IF4

2025-10-03

OAAI

Álmos Orosz; Monika Neal; Rekha Rao; Christine Roberts; Botond Szilágyi; Zoltán K. Nagy

Enhanced ribbon quality in roller compaction process by mitigating splitting through a machine-learning framework 通过机器学习框架减轻断裂，提高辊压过程中的带状物质量

International Journal of Pharmaceutics

IF5.2

2025-09-19

PREAI

Mohammad Shahab; David Sixon; Jayden A. Pierce; Meng-Hua Yang; Marcial Gonzalez; Zoltan K. Nagy; Gintaras V. Reklaitis

Crystallization in the presence of impurities: Mechanisms, models and controls 杂质存在下的结晶：机制、模型与控制

chemical engineering research design

IF0

2025-08-25

PREAI

Baggie W. Nyande; Samir Diab; Helen Yao; Richard Lakerveld; Zoltan K. Nagy

A comprehensive framework for model evaluation and refinement using MBDoE estimability and structural identifiability: application to a crystallization process 基于MBDoE可估计性和结构可辨识性的模型评估与精化综合框架：结晶过程的应用

Chemical Engineering Journal Advances

IF7.1

2025-07-29

OAAI

Xuming Yuan; Zoltan K. Nagy; Brahim Benyahia

Digital design and optimization of the integrated synthesis and crystallization process using data-driven approaches 基于数据驱动方法对集成合成与结晶过程的数字化设计与优化

AIChE Journal

IF4

2025-06-17

OAAI

Yiming Ma; Wei Li; Jiaxu Liu; Gao Shang; Huaiyu Yang; Junbo Gong; Zoltan K. Nagy; Brahim Benyahia

A hybrid system for design space estimation in a rotary tablet press 一种用于旋转压片机设计空间估计的混合系统

INTERNATIONAL JOURNAL OF PHARMACEUTICS

IF5.2

2025-06-01

PREAI

Shahab, Mohammad; Bachawala, Sunidhi; Gonzalez, Marcial; Nagy, Zoltan; Reklaitis, Gintaras

Hybrid rule-based and optimization-driven framework for the synthesis of end-to-end optimal pharmaceutical processes 基于规则与优化驱动的混合框架，用于端到端最优制药过程的合成

AICHE JOURNAL

IF4

2025-05-15

OAAI

Barhate, Y; Laky, DJ; Casas-Orozco, D; Reklaitis, GV; Nagy, ZK

Surrogate Modeling with Sensitivity-Based Experiment Design and Process Optimization of Seeded Cooling Crystallization: A Case Study on β-Form LGA 基于敏感性分析的实验设计与过程优化在播种冷却结晶中的应用：β-Form LGA的案例研究

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2025-04-22

PREAI

Song, Bo; Liu, Tao; Zhao, Mingyan; Cui, Yan; Chen, Junghui; Nagy, Zoltan K.

Digital Design of an Integrated Continuous Crystallization, Wet Milling and Classification System with Recycle for Purity and Crystal Size Distribution Control 集成的连续结晶，湿磨和分级系统的数字化设计，可回收纯度和晶体尺寸分布控制

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2025-01-27

PREAI

Parvaresh, Rojan; Nagy, Zoltan K.

Multi-objective optimization based nonlinear model predictive control of seeded cooling crystallization process with application to β form L-glutamic acid

CHEMICAL ENGINEERING SCIENCE

IF4.3

2024-11-01

PREAI

Sun, Feiran; Liu, Tao; Song, Bo; Cui, Yan; Nagy, Zoltan K.; Findeisen, Rolf

Digital Design of Cooling Crystallization Processes Using a Machine Learning-Based Strategy 使用基于机器学习的策略对冷却结晶过程进行数字化设计

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2024-10-21

PREAI

Ma, Yiming; Li, Wei; Yang, Huaiyu; Gong, Junbo; Nagy, Zoltan K.

研究方向