SundmacherLab

Process Systems Engineering (PSE): Synthesis and analysis of chemical, biological and energy conversion systems from the molecular up to the plant scale

[SundmacherLab @SundmacherLab]

Representing the PSE group at #AIChE! Great discussions, inspiring talks, and lots of progress in #ChemicalEngineering. Excited to bring back new ideas! 🌍🔬

[SundmacherLab @SundmacherLab]

Congratulations to our PhD student, Zihao Wang, who has been granted the "2023 Chinese Government Award for Outstanding Self-financed Student Abroad" by the China Scholarship Council, in recognition of his academic excellence during his PhD studies.

[SundmacherLab @SundmacherLab]

Unser Doktorand der PSE-Gruppe Alexander Klimek erhielt den VDI-Förderpreis für seine Masterarbeit bezüglich des optimalen Designs und Betriebes nachhaltiger Ammoniakanlagen und der Identifizierung maßgeblicher technischer und wirtschaftlicher Einflussfaktoren. Gratulation!

[SundmacherLab @SundmacherLab]

New paper out: 'Challenges in data-based reactor modeling: A critical analysis of purely data-driven and hybrid models for a CSTR case study'. Surprisingly, hybrid models didn't always outperform purely data-driven models. Curious? Check it out here:
https://t.co/0gU9RnbBJH

[SundmacherLab @SundmacherLab]

Complex, Simplicius, Simplicissimus.

This is the path we have followed in our new exploratory study into the design of “simple” Power-to-Methanol processes to help streamline their deployment across locations with different renewable energy conditions https://t.co/hE1piyuRiq

[SundmacherLab @SundmacherLab]

#AcademicExcellence #ProudMoment

[SundmacherLab @SundmacherLab]

Big congrats to our doctoral researchers! 🌟 Alexander Klimek named Best Overall Master's Graduate by the Faculty of Process and Systems Engineering, and Christoph Griehl awarded Best Master's Graduate in Process Engineering by @Dow_de. 🏆 Both studied at @OVGUpresse.

[SundmacherLab @SundmacherLab]

���� Check out our new article on using GNNs for predicting activity coefficients of #Polymer solutions. Available code and data on GitHub! https://t.co/7lCMwbBiRl 🧪🔍 #MachineLearning #GNNs #OpenAccess

[SundmacherLab @SundmacherLab]

Multi-objective superstructure optimization at its best: We designed an optimal biorefinery considering sustainability and economy for the wet extraction of EPA, laminarin and fucoxanthin from Phaeodactylum tricornutum. 

Read more here: https://t.co/Nbnd2cIft6

[SundmacherLab @SundmacherLab]

♻️ Chemical recycling of Nylon 6

In our new paper, we provide the first comprehensive overview and techno-economic comparison of the chemical recycling pathways of Nylon 6 to its monomer caprolactam.

🔓 Open access paper in @Chem_Eng_J: https://t.co/eQNxUuFSxk

[SundmacherLab @SundmacherLab]

How to extend the flexibility of a power-to-X process by different buffering strategies?

Read our brand new article in @chemengsci:
https://t.co/DIGjZQIiB2

[SundmacherLab @SundmacherLab]

A scalable and integrated machine learning framework for molecular property prediction!

Enjoy our new article published in the AIChE Journal:
https://t.co/FiojFEnxqb

[SundmacherLab @SundmacherLab]

Many thanks go to Christof Hamel, Sebastian Engell, and Michael Doherty for serving in the examination committee.

[SundmacherLab @SundmacherLab]

Congratulations to Karsten Rätze for his very successful doctoral examination @OVGUpresse.
Outstanding contributions to computer-aided model development, process design and dynamic operating strategies for multiphase reaction systems.

[SundmacherLab @SundmacherLab]

Exciting results on data-driven integrated design of solvents and extractive distillation processes just published in the AIChE Journal.

Check out more details here:  https://t.co/lXgwIjLj9j

[SundmacherLab @SundmacherLab]

Extending the UNIFAC models for discovering novel eutectic solvents. Enjoy reading our recent article in Chemical Engineering Science:
https://t.co/5Lm9SFZ9Fu

[SundmacherLab @SundmacherLab]

We are excited about the start of our new @ DFG funded Research Unit FOR 5538: Integrated Molecular, Material and Process Design for the Production of Fine Chemicals.
Read more in German here:
https://t.co/nd7nk9gPaO

[SundmacherLab @SundmacherLab]

https://t.co/ow2bWVFQIb

[SundmacherLab @SundmacherLab]

Mit Algen statt Erdöl und mit Kreislauf-Energie statt fossilen Brennstoffen: Nele Eckhardt und Johannes Kopton haben VDI-Preise für ihre ausgezeichneten Masterarbeiten erhalten. Dabei wurden sie von der PSE-Gruppe sehr gut betreut. Gratulation an unsere AbsolventInnen!

[SundmacherLab @SundmacherLab]

📢 GNNs + simple thermodynamics

Check out our work on predicting limiting activity coefficients with the Gibbs-Helmholtz Graph Neural Network (GH-GNN)! 🌡️🔬

🚀Transfer learning for accurate predictions

https://t.co/9dMr2kv5Nx

🔓🔗Open-source model!
#MachineLearning #ChemEng