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Chemical Engineering and Industrial Chemistry

Working Paper

Embedding Physics into Neural ODEs to learn Kinetics from Integral Reactors

Tim Kircher, Felix Döppel, Martin Votsmeier

Version 2 posted 07 March 2024

288

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Energy

Review

Integration of lithium-ion battery recycling into manufacturing through digitalization: A perspective

Imelda Cardenas-Sierra, Utkarsh Vijay, Frederic Aguesse, Néstor Antuñano, Elixabete Ayerbe, Lukas Gold, Aleksandra Naumann, Laida Otaegui, Nadir Recham, Simon Stier, Sandro Süß, Lalitha Subramanian, Nicolas Vallin, Gabriela Ventura Silva, Nicolas Von Drachenfels, Dennis Weitze, Alejandro A. Franco

Version 1 posted 25 October 2024

224

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Catalysis

Working Paper

Model-based evaluation and data requirements for parallel kinetic experimentation and data-driven reaction identification and optimization

Nathan Jiscoot, Evgeny Uslamin, Evgeny Pidko

Version 1 posted 31 January 2023

231

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Chemical Engineering and Industrial Chemistry

Working Paper

Accelerating Net Zero from the perspective of Optimizing a Carbon Capture and Utilization System

Zhimian Hao, Magda Barecka, Alexei Lapkin

Version 1 posted 22 December 2021

216

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Organic Chemistry

Working Paper

An Automated Dual Modeling Approach to Accelerate Reaction Analysis and Optimization

Peter Sagmeister, Lukas Melnizky, Jason Williams, C. Oliver Kappe

Version 1 posted 05 March 2024

420

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Catalysis

Working Paper

Calibration-Free Quantification and Automated Data Analysis for High-Throughput Reaction Screening

Frank Glorius, Felix Katzenburg, Florian Boser, Felix Schäfer, Philipp Pflüger

Version 1 posted 05 August 2024

549

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Chemical Engineering and Industrial Chemistry

Working Paper

A neural network with embedded stoichiometry and thermodynamics for learning kinetics from reactor data

Tim Kircher, Felix Döppel, Martin Votsmeier

Version 1 posted 14 September 2023

618

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Chemical Education

Working Paper

Addressing Standardization and Semantics in an Electronic Lab Notebook for Multidisciplinary Use: LabIMotion

Chia-Lin Lin, Pei-Chi Huang, Christof Wöll, Patrick Theato, Christian Kübel, Nicole Jung, Stefan Bräse

Version 1 posted 20 November 2024

0

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8 results in digitalization in Keywords: digitalization

Embedding Physics into Neural ODEs to learn Kinetics from Integral Reactors

Integration of lithium-ion battery recycling into manufacturing through digitalization: A perspective

Model-based evaluation and data requirements for parallel kinetic experimentation and data-driven reaction identification and optimization

Accelerating Net Zero from the perspective of Optimizing a Carbon Capture and Utilization System

An Automated Dual Modeling Approach to Accelerate Reaction Analysis and Optimization

Calibration-Free Quantification and Automated Data Analysis for High-Throughput Reaction Screening

A neural network with embedded stoichiometry and thermodynamics for learning kinetics from reactor data

Addressing Standardization and Semantics in an Electronic Lab Notebook for Multidisciplinary Use: LabIMotion

8 results in Keywords: digitalization