Research output per year
Research output per year
Personal profile
Austrian Fields of Study 2012 (6-stellig)
- 204003 Chemical process engineering
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Dive into the research topics where Thomas Wallek is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Case-study of a flowsheet simulation using deep-learning process models for multi-objective optimization of petrochemical production plants
Zapf, F. & Wallek, T., 1 Jun 2022, In: Computers & Chemical Engineering. 162, 17 p., 107823.Research output: Contribution to journal › Article › peer-review
Open Access -
Comparison of data selection methods for modeling chemical processes with artificial neural networks
Zapf, F. & Wallek, T., Dec 2021, In: Applied Soft Computing. 113, B, 107938.Research output: Contribution to journal › Article › peer-review
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Discrete excess gibbs-energy modeling approach based on clusters of molecules
Mayer, C. & Wallek, T., 2021, In: Chemical Engineering Transactions. 86, p. 1279-1284 6 p.Research output: Contribution to journal › Review article › peer-review
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Gray-box surrogate models for flash, distillation and compression units of chemical processes
Zapf, F. & Wallek, T., Dec 2021, In: Computers and Chemical Engineering. 155, 107510.Research output: Contribution to journal › Article › peer-review
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Surrogate generation and evaluation of gasolines
Grubinger, T., Lenk, G., Schubert, N. & Wallek, T., 21 Jan 2021, In: Fuel. 283, 118642.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
- 8 Talk at conference or symposium
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Datengetriebene Modellierung und Optimierung hochgradig vernetzter Industrieanlagen
Fabian Zapf (Speaker) & Thomas Wallek (Contributor)
10 Feb 2020Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Discrete Modeling Approach using Dice-like Molecules for Excess Gibbs-energy Models
Christoph Mayer (Speaker) & Thomas Wallek (Contributor)
13 Nov 2019Activity: Talk or presentation › Talk at conference or symposium › Science to science
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A Markov-chain based discrete modeling approach for excess Gibbs-energy models
Christoph Mayer (Speaker) & Thomas Wallek (Contributor)
22 May 2019Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Multi-objective optimization of production plants
Fabian Zapf (Speaker) & Thomas Wallek (Contributor)
11 Feb 2019Activity: Talk or presentation › Talk at conference or symposium › Science to science
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Multi-Objective Optimization in Process Simulation using Stochastic Algorithms
Fabian Zapf (Speaker) & Thomas Wallek (Contributor)
15 Sep 2019Activity: Talk or presentation › Talk at conference or symposium › Science to science
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FWF - Gibbs-Energy - Development of an Excess Gibbs-Energy Model
1/07/19 → 31/12/22
Project: Research project
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MoBi-WaterHeat - Modeling and Simulation of Biorefinery Concepts in the Context of Water and Heat Integration
1/01/19 → 31/12/20
Project: Research project
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CAT-SAVE - The research of a noval system for chemical reactors based on thermodynamic models
1/01/18 → 30/06/19
Project: Research project
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Process Prediction - Process intensification of chemical plants by model-based estimation & prediction of critical system parameters
1/02/17 → 31/07/18
Project: Research project