pascal friederich - Nanotechnology

Author Information

Pascal Friederich is affiliated with the Institute of Nanotechnology at Karlsruhe Institute of Technology in Karlsruhe, Germany. His research primarily focuses on the intersection of nanotechnology, machine learning, and materials science.

Research Contributions

Pascal Friederich has made significant contributions to the field of nanotechnology, with a particular emphasis on the application of machine learning and artificial intelligence in materials science. His recent works in 2022 include advancements in MOF synthesis prediction, charge transfer simulations, and innovations in molecular string representations. Additionally, he has explored the prediction of molecular frontier orbital energies and the rapid discovery of modifications to enhance heat transfer in laminar flow channels.

Aliases

Pascal Friederich is also known by the alias "P. Friederich."

Publication and Citation Metrics

Metric	Value
Total Citation Count	2266
h-index	27
Total Paper Count	102

Publications:

MOF Synthesis Prediction Enabled by Automatic Data Mining and Machine Learning.

DOI: 10.1002/anie.202200242

Year: 2022

On scientific understanding with artificial intelligence

DOI: 10.48550/arXiv.2204.01467

Year: 2022

MOF Synthesis Prediction Enabled by Automatic Data Mining and Machine Learning

DOI: 10.1002/ange.202200242

Year: 2022

Charge Transfer Simulations using Hamiltonian Elements and Forces from Neural Networks

DOI:

Year: 2022

SELFIES and the future of molecular string representations

DOI: 10.48550/arXiv.2204.00056

Year: 2022

Updated Calibrated Model for the Prediction of Molecular Frontier Orbital Energies and Its Application to Boron Subphthalocyanines

DOI: 10.1021/acs.jcim.1c01048

Year: 2022

Machine learning for rapid discovery of laminar flow channel wall modifications that enhance heat transfer

DOI:

Year: 2021

MOF Synthesis Prediction Enabled by Automatic Data Mining and Machine Learning

DOI: 10.26434/chemrxiv-2021-kgd0h

Year: 2021

The influence of sorbitol doping on aggregation and electronic properties of PEDOT: PSS: a theoretical study

DOI: 10.1088/2632-2153/ab983b

Year: 2021

High-throughput screening of multifunctional nanocoatings based on combinations of polyphenols and catecholamines

DOI: 10.1016/j.mtbio.2021.100108

Year: 2021

What Materials Are Used to Make Polishing Pads?

What is Controlled Drug Release?

How Does Wave-like Behavior Impact Nanotechnology?

What are the Challenges in Sol-Gel Technology?

What Makes a Nanocomposite "Smart"?

What are Some Successful Case Studies?

How is Data Standardization Achieved in Nanotechnology?

What are High Strength Materials?

How Do Nanomaterials Enhance Portable Devices?

What are Cold Field Emission Sources?

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