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List of works by Artur M. Schweidtmann

A Multiobjective Optimization Including Results of Life Cycle Assessment in Developing Biorenewables-Based Processes.

scientific article published on 17 July 2017

Chemical data intelligence for sustainable chemistry

scientific article

Correction to: Efficient multiobjective optimization employing Gaussian processes, spectral sampling and a genetic algorithm

scholarly article published in Journal of Global Optimization

Deterministic Global Optimization with Artificial Neural Networks Embedded

scholarly article by Artur M. Schweidtmann & Alexander Mitsos published 12 October 2018 in Journal of Optimization Theory and Applications

Deterministic global process optimization: Accurate (single-species) properties via artificial neural networks

scholarly article by Artur M. Schweidtmann et al published February 2019 in Computers & Chemical Engineering

Dynamic modeling and optimization of sustainable algal production with uncertainty using multivariate Gaussian processes

article

Efficient multiobjective optimization employing Gaussian processes, spectral sampling and a genetic algorithm

Flowsheet generation through hierarchical reinforcement learning and graph neural networks

scientific article published in 2022

Graph Neural Networks for Prediction of Fuel Ignition Quality

scientific article

HybridML: Open source platform for hybrid modeling

scientific article published in 2022

Machine learning and molecular descriptors enable rational solvent selection in asymmetric catalysis

scientific article published on 30 May 2019

Machine learning meets continuous flow chemistry: Automated optimization towards the Pareto front of multiple objectives

scholarly article by Artur M. Schweidtmann et al published November 2018 in Chemical Engineering Journal

Model-based bidding strategies on the primary balancing market for energy-intense processes

Rational design of ion separation membranes

SKG4EOSC - Scholarly Knowledge Graphs for EOSC: Establishing a backbone of knowledge graphs for FAIR Scholarly Information in EOSC

scientific article

Techno-economic Optimization of a Green-Field Post-Combustion CO2 Capture Process Using Superstructure and Rate-Based Models

The concept of selectivity control by simultaneous distribution of the oxygen feed and wall temperature in a microstructured reactor

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