yusuke1997/dblp-id-title huggingface dataset:
Hidden representations in deep neural networks: Part 2. Regression problems
Planning, scheduling and budgeting value-added chains
Corrigendum to "Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory" [Computers & Chemical Engineering 189, 108790]
Integrating decisions of product and closed-loop supply chain design under uncertain return flows
Solving crystallization/precipitation population balance models in CADET, Part II: Size-based Smoluchowski coagulation and fragmentation equations in batch and continuous modes
Stiction identification in nonlinear process control loops
Computers and chemical engineering virtual special issue in honor of Professor George Stephanopoulos
Robust integration of real time optimization with linear model predictive control
Model-based optimization of sulfur recovery units
Computing multi-species chemical equilibrium with an algorithm based on the reaction extents
Integrated design of processes and products: Optimal renewable fuels
Low Order-Value Multiple Fitting for supercritical fluid extraction models
ICAS-PAT: A software for design, analysis and validation of PAT systems
Complexity in the immune system
H∞output feedback fault-tolerant control of industrial processes based on zero-sum games and off-policy Q-learning
A multistream heat exchanger model with enthalpy feasibility
Qualitative trend analysis based on a mixed-integer representation
Evaluating offshore technologies for produced water management using GreenPro-I - a risk-based life cycle analysis for green and clean process selection and design
A robust strategy for optimizing complex distillation columns
A superstructure-based design of experiments framework for simultaneous domain-restricted model identification and parameter estimation
On the application of a metaheuristic suite with parallel implementations for the scheduling of multipurpose batch plants
Techno-economic analysis of a combined power plant CO 2 capture and direct air capture concept for flexible power plant operation
A method to coordinate decentralized NMPC controllers in oxygen distribution networks
Integrated conceptual design of solar-assisted trigeneration systems
On the effect of the selection of suppliers on the design of formulated products
Hydrodynamic model of a microstructured plate reactor
Robust machine learning modeling for predictive control using Lipschitz-Constrained Neural Networks
Teaching PSE mastery during, and after, the COVID-19 pandemic
A study on optimizing delivering scheduling for a multiproduct pipeline
Dynamic scheduling and control of a single column chromatography process for integrated continuous bioprocessing
Iterative learning model predictive control for constrained multivariable control of batch processes
Application of dynamic flexibility index for evaluation of process control system designs
Identification of optimal metal-organic frameworks by machine learning: Structure decomposition, feature integration, and predictive modeling
Simulation of a hybrid pervaporation-distillation process
Solution of diffusion-dispersion models using a computationally efficient technique of orthogonal collocation on finite elements with cubic Hermite as basis
RD-toolbox: A computer aided toolbox for integrated design and control of reactive distillation processes
Multi-week MILP scheduling for an ice cream processing facility
A multi-objective invasive weeds optimization algorithm for solving multi-skill multi-mode resource constrained project scheduling problem
A multi-thread parallel computation method for dynamic simulation of molecular weight distribution of multisite polymerization
Modelling of a dynamic multiphase flash: the positive flash: Application to the calculation of ternary diagrams
A decomposition methodology for dynamic modeling of cold box in offshore natural gas liquefaction process
Utilizing null controllable regions to stabilize input-constrained nonlinear systems
Site specific process design for Hybrid CSP-Waste plants
Extension of dynamic matrix control to multiple models
On dimensionality of attainable region construction for isothermal reactor networks
A general modeling framework for the operational planning of petroleum supply chains
CFD analysis of several design parameters affecting the performance of the Maxblend impeller
Adaptive multiscale solution of dynamical systems in chemical processes using wavelets
Global optimisation of multi-plant manganese alloy production
CFD prediction of fluid flow and mixing in stirred tanks: Numerical issues about the RANS simulations
Active metric learning for supervised classification
Application of reduced-order models based on PCA & Kriging for the development of digital twins of reacting flow applications
Uniting neural network-based control and model predictive control: Application to a large-scale nonlinear process
Success-Based Optimization Algorithm (SBOA): Development and enhancement of a metaheuristic optimizer
A new integrated heat pump option for heat upgrading in Cu-Cl cycle for hydrogen production
Protein aggregation and lyophilization: Protein structural descriptors as predictors of aggregation propensity
A global view of graduate process control education
An MPEC formulation for dynamic optimization of distillation operations
Fouling control and modeling in reverse osmosis for seawater desalination: A review
Theoretical and numerical investigation on the EDC-model for turbulence-chemistry interaction at gasification conditions
Quantifying the effectiveness of an alarm management system through human factors studies
Image quality in image classification: Design and construction of an image quality database
Disjunctive model for the simultaneous optimization and heat integration with unclassified streams and area estimation
A bi-objective robust model for minimization of costs and emissions of syngas supply chain
Physics-informed neural networks for dynamic process operations with limited physical knowledge and data
A multi-agent system for hybrid optimization
Optimization of process plant layout with pipe routing
Approximate moving horizon estimation and robust nonlinear model predictive control via deep learning
Some efficient approaches for multi-objective constrained optimization of computationally expensive black-box model problems
Optimal producer well placement and multiperiod production scheduling using surrogate modeling
Mesoscience-based virtual process engineering
Stochastic programming approach for the optimal tactical planning of the downstream oil supply chain
Online parameter estimation and model maintenance using parameter-aware physics-informed neural network
From time representation in scheduling to the solution of strip packing problems
Analysis of multiscale process monitoring in industrial processes from a bibliometric perspective
CFD analysis of low temperature water gas shift reactor
A network model for gene regulation
Optimal energy supply network determination and life cycle analysis for hybrid coal, biomass, and natural gas to liquid (CBGTL) plants using carbon-based hydrogen production
CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers
Unconstrained feedback controller design using Q-learning from noisy process data
An optimal control approach to scheduling and production in a process using decaying catalysts
Model-based design of mesenchymal stem cell seeding-cultivation-passage processes considering dynamics and variabilities
Modelling a counter-diffusive reactor for methane combustion
Optimization of steel production scheduling with complex time-sensitive electricity cost
The mathematics of modelling the supercritical fluid extraction of essential oils from glandular trichomes
Global optimization for the synthesis of integrated water systems in chemical processes
Mixed integer optimal control of an intermittently aerated sequencing batch reactor for wastewater treatment
Recent trends on hybrid modeling for Industry 4.0
Fuzzy logic modeling of surface ozone concentrations
Lagrangian relaxation based decomposition for well scheduling in shale-gas systems
Experiment and CFD simulation of hybrid SNCR-SCR using urea solution in a pilot-scale reactor
Gross error identification for dynamic system
Input saturation effects in optimizing control - inclusion within a simultaneous optimization framework
Control Lyapunov-Barrier function-based predictive control of nonlinear processes using machine learning modeling
Strategic planning optimization for natural gas to liquid transportation fuel (GTL) systems
A global optimization method based on multi-unit extremum-seeking for scalar nonlinear systems
Effects of thermodynamically coupled reaction diffusion in microalgae growth and lipid accumulation: Model development and stability analysis
Modeling and comprehensive analysis of hydrogen production in a newly designed steam methane reformer with membrane system
Linearizing nonlinear dynamics using deep learning
Wastewater minimization in batch plants with sequence dependent changeover
Computing the correlation between catalyst composition and its performance in the catalysed process
Connected mechanistic process modeling to predict a commercial biopharmaceutical downstream process
New approach for the prediction of azeotropy in binary systems
An optimization framework for cost effective design of refueling station infrastructure for alternative fuel vehicles
Optimal synthesis of periodic sorption enhanced reaction processes with application to hydrogen production
Techno-economic assessment of carbonate melt flue gas desulfurization process
An algorithmic framework for improving heuristic solutions: Part II. A new version of the stochastic traveling salesman problem
ChemBERTa embeddings and ensemble learning for prediction of density and melting point of deep eutectic solvents with hybrid features
Multi-stage stochastic programming for thermal power plant coal procurement considering long-term contract under uncertainties
Optimization-based strategies for the operation of low-density polyethylene tubular reactors: Moving horizon estimation
Integrated design of solvent-antisolvent mixtures and crystallization processes powered by machine learning
Synthesis of mass exchange networks: A novel mathematical programming approach
Nonequilibrium modeling of three-phase distillation
A bilevel programming framework for enterprise-wide process networks under uncertainty
A comparative assessment of linearization methods for bilinear models
Optimal patterning of heterogeneous surface charge for improved electrokinetic micromixing
On the interaction and integration of production planning and (advanced) process control
Knowledge-assisted hybrid optimization strategy of large-scale crude oil scheduling integrated production planning
Actor-critic reinforcement learning to estimate the optimal operating conditions of the hydrocracking process
Dynamics and control of chemical process networks: Integrating physics, communication and computation
Bayesian hierarchical modeling for online process monitoring and quality control, with application to real time image data
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation
Integration of Fuzzy Analytic Hierarchy Process into multi-objective Computer Aided Molecular Design
Constructive nonlinear dynamics in process systems engineering
Optimization of methanol synthesis under forced periodic operation in isothermal fixed-bed reactors
Optimal municipal solid waste energy recovery and management: A mathematical programming approach
A multi-period modelling and optimization approach to the planning of China's power sector with consideration of carbon dioxide mitigation
Profit-based grassroots design and retrofit of water networks in process plants
A system dynamics model for optimal allocation of natural gas to various demand sectors
A review of indicators-based computational methodologies to improve the sustainability of wastewater treatment plants
Multiscale optimization of formic acid dehydrogenation process via linear model decision tree surrogates
Nonlinear hybrid control model for accurate steady-state predictions
A study of finding many desirable solutions in multiobjective optimization of chemical processes
Membrane contactor as degasser operated under vacuum for ammonia removal from water: A numerical simulation of mass transfer under laminar flow conditions
Data-driven distributionally robust optimization under combined ambiguity for cracking production scheduling
An extended Kalman filter for in situ sensing of yttria-stabilized zirconia in chemical vapor deposition
Unsupervised learning: Local and global structure preservation in industrial data
Optimal design of controlled environment agricultural systems under market uncertainty
Process modeling and control in drug development and manufacturing
Optimal layout of multi-floor process plants using MILP
A data-driven robust optimization method based on scenario clustering for PVC production scheduling under uncertainty
On the use of physical boundary conditions for two-phase flow simulations: Integration of control feedback
An Eulerian-Lagrangian approach for coupling fluid flow, heat transfer and liquid food product transformation
SI-M/O: Swarm Intelligence-based Modeling and Optimization of complex synthesis reaction processes
Learning from major accidents: A machine learning approach
Enhancing light olefins and aromatics production from naphthenic-based vacuum gas oil: Process integration, techno-economic analysis and life cycle environmental assessment
Assessment of catastrophe risk and potential losses in industry
Monitoring, fault diagnosis, fault-tolerant control and optimization: Data driven methods
NARX modeling for real-time optimization of air and gas compression systems in chemical processes
Environmental impacts of the future German energy system from integrated energy systems optimization and dynamic life cycle assessment
A reactive optimization strategy for the simultaneous planning, scheduling and control of short-period continuous reactors
Multiscale three-dimensional CFD modeling for PECVD of amorphous silicon thin films
A rat-human scale-up procedure for the endocrine system
Structured modeling for processes: A thermodynamical network theory
Simultaneous design and scheduling of a semicontinuous/batch plant for ethanol and derivatives production
A MILP framework for optimal biorefinery design that accounts for forest biomass dynamics
UA and pinch point temperature difference modeling - Finding the best heat exchanger schemes
Development of machine learning based model for low-temperature PEM fuel cells
Hybrid fuzzy predictive control based on genetic algorithms for the temperature control of a batch reactor
An optimization-based operability framework for process design and intensification of modular natural gas utilization systems
Closed-loop dynamic real-time optimization (CL-DRTO) of a bioethanol distillation process using an advanced multilayer control architecture
A diagnostic method based on clustering qualitative event sequences
An approach to wastewater valorization in the cassava value chain through biorefineries based on anaerobic digestion
Inductive graph neural network framework for imputation of single-cell RNA sequencing data
Application of interpretable group-embedded graph neural networks for pure compound properties
Pervaporation of binary water-alcohol and methanol-alcohol mixtures through microporous methylated silica membranes: Maxwell-Stefan modeling
Graph neural networks for soft sensors: Learning from process topology and operational data
A globally convergent mathematical model for synthesizing topologically constrained water recycle networks
Enabling a commercial computational fluid dynamics code to perform certain nonlinear analysis tasks
Scheduling of a mixed batch/continuous sugar milling plant using Petri nets
The role of Computer Aided Process Engineering in physiology and clinical medicine
Index analysis and reduction of systems of quasi-linear partial-differential and algebraic equations
Hierarchical decomposition heuristic for scheduling: Coordinated reasoning for decentralized and distributed decision-making problems
A new termination criterion for sampling for surrogate model generation using partial least squares regression
A strategy for enhancing the operational agility of petroleum refinery plant using case based fuzzy reasoning method
Global solution approaches in equilibrium and stability analysis using homotopy continuation in the complex domain
Environmental life cycle impact as a tool for process optimisation of a utility plant
A systematic framework for design of process monitoring and control (PAT) systems for crystallization processes
Analysis of output modifier adaptation for real-time optimization
Hybrid fuzzy model-based predictive control of temperature in a batch reactor
Repetitive control and online optimization of Catofin propane process
Effect of cell heterogeneity on isogenic populations with the synthetic genetic toggle switch network: Bifurcation analysis of two-dimensional cell population balance models
Methodology for the optimal thermo-economic, multi-objective design of thermochemical fuel production from biomass
Post-processing of detailed chemical kinetic mechanisms onto CFD simulations
Formulating data-driven surrogate models for process optimization
Computational simulation of CO 2 capture process in a fluidized-bed reactor
Simulation and analysis of vacuum pressure swing adsorption using the differential quadrature method
Computational energy-based redesign of robust proteins
Identification of economic potentials in production processes: An industrial case study
An optimization-based approach to extract faceted crystal shapes from stereoscopic images
A Tabu search-based algorithm for mixed-integer nonlinear problems and its application to integrated process and control system design
A supply chain design for creating microalgae-based biodiesel considering resources nexus and uncertainty
Optimizing the inventorying and distribution of chemical fluids: An innovative nested column generation approach
Multi-mode resource constrained project scheduling under resource disruptions
Enhanced surrogate assisted framework for constrained global optimization of expensive black-box functions
Coordinated management of organic waste and derived products
A computational performance comparison of MILP vs. MINLP formulations for oil production optimisation
Global optimization of nonlinear generalized disjunctive programming with bilinear equality constraints: applications to process networks
Assigning and sequencing batches and blends of oil derivatives in a mesh-like pipeline network
Uncertainty propagation for effective reduced-order model generation
Integration potential, resource efficiency and cost of forest-fuel-based biorefineries
Enhancing the time-to-positivity paradigm for guidance of antimicrobial therapy: A model-based approach
Optimisation of design and operation policies of binary batch distillation with fixed product demand
Causal discovery in industrial systems via physics-guided variational attention and probabilistic interventions
An internal model control design method for failure-tolerant control with multiple objectives
A fully coupled, parallel approach for the post-processing of CFD data through reactor network analysis
Techno-economic evaluation of the direct conversion of CO 2 to dimethyl carbonate using catalytic membrane reactors
Assessment of a two-step approach for global optimization of mixed-integer polynomial programs using quadratic reformulation
VRFT-based digital controller design using a generalized second-order reference model
A shortcut method for the preliminary synthesis of process-technology pathways: An optimization approach and application for the conceptual design of integrated biorefineries
Robust extensions for reduced-space barrier NLP algorithms
Modeling and simulation of a liquid extraction column with structured packing
A Lagrangean decomposition approach for oil supply chain investment planning under uncertainty with risk considerations
An integrated framework for designing formulated products
Dual network extraction algorithm to investigate multiple transport processes in porous materials: Image-based modeling of pore and grain scale processes
A discrete time formulation for batch processes with storage capacity and storage time limitations
Interpretation of high-dimensional linear regression: Effects of nullspace and regularization demonstrated on battery data
Artificial intelligence-driven control for enhancing carbon dioxide-based wastewater pH regulation in tubular reactor
Two dimensional numerical computation of a circulating fluidized bed biomass gasifier
Just-in-time-learning based prediction model of BOF endpoint carbon content and temperature via vMF mixture model and weighted extreme learning machine
Anomaly detection for drug product manufacturing considering data limitations and shifts: A case study on industrial freeze-dryers
Point-by-point transfer learning for Bayesian optimization: An accelerated search strategy
Process intensification in duplex pressure swing adsorption
A benders-local branching algorithm for second-generation biodiesel supply chain network design under epistemic uncertainty
Generation of a surrogate compartment model for counter-current spray dryer. Fluxes and momentum modeling
Optimization framework for the simultaneous process synthesis, heat and power integration of a thermochemical hybrid biomass, coal, and natural gas facility
Tracking the necessary conditions of optimality with changing set of active constraints using a barrier-penalty function
Practical optimization of complex chemical processes with tight constraints
PSE prospective: Paradigm transition towards Complex Thought in a global world under pressure
An exact solution approach based on column generation and a partial-objective constraint to design a cellulosic biofuel supply chain
Variable-horizon economic MPC for cyclic industrial air dryers using hybrid models and state estimation
Application of dodecahedron to describe the switching strategies of asynchronous simulated-moving-bed
Analysis and prediction of loop segments in protein structures
Multiscale computational fluid dynamics modeling of spatial thermal atomic layer etching
Distributed Newton seeking
Multi-level supervision and modification of artificial pancreas control system
Self-stabilizing economic nonlinear model predictive control applied to modular systems
Fast moving horizon estimation for a two-dimensional distributed parameter system
CFD simulation of transient stage of continuous countercurrent hydrolysis of canola oil
Optimality-based grid adaptation for input-affine optimal control problems
Structured cell simulator coupled with a fluidized bed bioreactor model to predict the adaptive mercury uptake by E. coli cells
Erratum: A sharp cut algorithm for optimization
Modeling and simulation of an industrial falling film reactor using the method of lines with adaptive mesh. Study case: Industrial sulfonation of tridecylbenzene
Multiple steady states detection in a packed-bed reactive distillation column using bifurcation analysis
Phase stability analysis using a modified affine arithmetic
DRPADC: A novel drug repositioning algorithm predicting adaptive drugs for COVID-19
Data-driven models of crude distillation units for production planning and for operations monitoring
Data driven identification of industrial reverse osmosis membrane process
Sensitivity analysis of oscillatory (bio)chemical systems
A real-time algorithm for moving horizon state and parameter estimation
Estimating reaction model parameter uncertainty with Markov Chain Monte Carlo
The cost and climate impact of myopic investment decisions in the chemical industry
Run-To-Run control of the Czochralski process
Heat transfer in pipes with twisted tapes: CFD simulations and validation
Optimal operation of a Solar Membrane Distillation pilot plant via Nonlinear Model Predictive Control