Predicting the Recipe: Leveraging Prameterless Self-Organzizing Maps (PLSOM) with Geometrical Polynomial Fitting (GPF) to predict biopolymer composites characterization with small datasets

Gabriella Rossi; Arianna Rech; John  Harding; Paul Nicholas; Anders E. Daugaard; Martin Tamke; Mette Ramsgaard Thomsen

Predicting the Recipe: Leveraging Prameterless Self-Organzizing Maps (PLSOM) with Geometrical Polynomial Fitting (GPF) to predict biopolymer composites characterization with small datasets

Gabriella Rossi, Arianna Rech, John Harding, Paul Nicholas, Anders E. Daugaard, Martin Tamke, Mette Ramsgaard Thomsen

Publications: Contribution to conference › Poster › Research › peer-review

Original language	English
Publication date	13 Sept 2023
Publication status	Published - 13 Sept 2023
Event	The Future of Construction 2023 Symposium - Technical University of Munich, Munich, Germany Duration: 13 Sept 2023 → 15 Sept 2023 https://futureofconstruction.net/

Conference

Conference	The Future of Construction 2023 Symposium
Location	Technical University of Munich
Country/Territory	Germany
City	Munich
Period	13/09/2023 → 15/09/2023
Internet address	https://futureofconstruction.net/

Artistic research

No

Cite this

Rossi, G., Rech, A., Harding, J., Nicholas, P., Daugaard, A. E., Tamke, M., & Ramsgaard Thomsen, M. (2023). Predicting the Recipe: Leveraging Prameterless Self-Organzizing Maps (PLSOM) with Geometrical Polynomial Fitting (GPF) to predict biopolymer composites characterization with small datasets. Poster session presented at The Future of Construction 2023 Symposium, Munich, Germany.

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title = "Predicting the Recipe: Leveraging Prameterless Self-Organzizing Maps (PLSOM) with Geometrical Polynomial Fitting (GPF) to predict biopolymer composites characterization with small datasets",

author = "Gabriella Rossi and Arianna Rech and John Harding and Paul Nicholas and Daugaard, {Anders E.} and Martin Tamke and {Ramsgaard Thomsen}, Mette",

year = "2023",

month = sep,

day = "13",

language = "English",

note = "The Future of Construction 2023 Symposium, FoC ; Conference date: 13-09-2023 Through 15-09-2023",

url = "https://futureofconstruction.net/",

}

Rossi, G, Rech, A, Harding, J, Nicholas, P, Daugaard, AE, Tamke, M & Ramsgaard Thomsen, M 2023, 'Predicting the Recipe: Leveraging Prameterless Self-Organzizing Maps (PLSOM) with Geometrical Polynomial Fitting (GPF) to predict biopolymer composites characterization with small datasets', The Future of Construction 2023 Symposium, Munich, Germany, 13/09/2023 - 15/09/2023.

Predicting the Recipe: Leveraging Prameterless Self-Organzizing Maps (PLSOM) with Geometrical Polynomial Fitting (GPF) to predict biopolymer composites characterization with small datasets. / Rossi, Gabriella; Rech, Arianna; Harding, John et al.
2023. Poster session presented at The Future of Construction 2023 Symposium, Munich, Germany.

Publications: Contribution to conference › Poster › Research › peer-review

Predicting the Recipe: Leveraging Prameterless Self-Organzizing Maps (PLSOM) with Geometrical Polynomial Fitting (GPF) to predict biopolymer composites characterization with small datasets

Conference

Artistic research

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