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For: Merkelbach K, Schweidtmann AM, Müller Y, Schwoebel P, Mhamdi A, Mitsos A, Schuppert A, Mrziglod T, Schneckener S. HybridML: Open Source Platform for Hybrid Modeling. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2022.107736] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Number Cited by Other Article(s)
1
Ye Y, Pandey A, Bawden C, Sumsuzzman DM, Rajput R, Shoukat A, Singer BH, Moghadas SM, Galvani AP. Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges. Nat Commun 2025;16:581. [PMID: 39794317 PMCID: PMC11724045 DOI: 10.1038/s41467-024-55461-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 12/12/2024] [Indexed: 01/13/2025]  Open
2
Samadi ME, Mirzaieazar H, Mitsos A, Schuppert A. Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions. BMC Bioinformatics 2024;25:155. [PMID: 38641616 PMCID: PMC11031902 DOI: 10.1186/s12859-024-05769-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Accepted: 04/09/2024] [Indexed: 04/21/2024]  Open
3
Führer F, Gruber A, Diedam H, Göller AH, Menz S, Schneckener S. A deep neural network: mechanistic hybrid model to predict pharmacokinetics in rat. J Comput Aided Mol Des 2024;38:7. [PMID: 38294570 DOI: 10.1007/s10822-023-00547-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 12/21/2023] [Indexed: 02/01/2024]
4
Gruber A, Führer F, Menz S, Diedam H, Göller AH, Schneckener S. Prediction of human pharmacokinetics from chemical structure: combining mechanistic modeling with machine learning. J Pharm Sci 2023;113:S0022-3549(23)00466-5. [PMID: 39492474 DOI: 10.1016/j.xphs.2023.10.035] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 10/25/2023] [Accepted: 10/25/2023] [Indexed: 11/05/2024]
5
Abdollahi H, Saboury B, Soltani M, Shi K, Uribe C, Rahmim A. Radiopharmaceutical therapy on-a-chip: a perspective on microfluidic-driven digital twins towards personalized cancer therapies. Sci Bull (Beijing) 2023;68:1983-1988. [PMID: 37573246 DOI: 10.1016/j.scib.2023.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/14/2023]
6
Koksal ES, Aydin E. Physics Informed Piecewise Linear Neural Networks for Process Optimization. Comput Chem Eng 2023. [DOI: 10.1016/j.compchemeng.2023.108244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
7
Physics-Informed Recurrent Neural Networks and Hyper-parameter Optimization for Dynamic Process Systems. Comput Chem Eng 2023. [DOI: 10.1016/j.compchemeng.2023.108195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2023]
8
A general deep hybrid model for bioreactor systems: Combining first principles with deep neural networks. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2022.107952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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