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Artur M. Schweidtmann

Talking like Piping and Instrumentation Diagrams (P&IDs)

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Feb 26, 2025
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Rule-based autocorrection of Piping and Instrumentation Diagrams (P&IDs) on graphs

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Feb 18, 2025
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ENFORCE: Exact Nonlinear Constrained Learning with Adaptive-depth Neural Projection

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Feb 10, 2025
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Picard-KKT-hPINN: Enforcing Nonlinear Enthalpy Balances for Physically Consistent Neural Networks

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Jan 29, 2025
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Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence

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Nov 30, 2024
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Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation

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Mar 04, 2024
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MachineLearnAthon: An Action-Oriented Machine Learning Didactic Concept

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Jan 29, 2024
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Toward autocorrection of chemical process flowsheets using large language models

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Dec 05, 2023
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Mixed-Integer Optimisation of Graph Neural Networks for Computer-Aided Molecular Design

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Dec 02, 2023
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Deep reinforcement learning for process design: Review and perspective

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Aug 15, 2023
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