Hybrid Modeling & Systems Engineering Laboratory Dataverse

This dataverse stores and shares the data analyzed or generated at the Hybrid Modeling and Systems Engineering Laboratory of Dr. Burcu Beykal in the Department of Chemical & Biomolecular Engineering and the Center for Clean Energy Engineering at the University of Connecticut.

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1 to 10 of 17 Results

Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation Oct 20, 2023 - Process Design Datasets Nikkhah, Ali; Nikkhah, Hasan; Shahbazi, Amir; Kamelan Zargar Zarin, Mona; Beykal Iz, Duygu; Ebadi, Mohammad-Taghi; Fakhroleslam, Mohammad; Beykal, Burcu, 2023, "Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation", https://doi.org/10.7910/DVN/QOBGVF, Harvard Dataverse, V1 This dataset contains the Aspen Plus (V12) simulations for the cumin and eucalyptus essential oil standardization with a fractional distillation column, as well as the initialization routines for data-driven optimization with NOMAD solver. The latest version of NOMAD can be downloaded from: https://www.gerad.ca/en/software/nomad/. The Python files...
ConnectAspenCumin.py Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation Python Source Code - 1.6 KB - MD5: 9160b55f07c5a14cdebec7d4ed60e205 The Python file to connect NOMAD to Aspen Plus for the cumin standardization case study.
ConnectAspenEucalyptus.py Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation Python Source Code - 1.9 KB - MD5: 0b77f95d1d7b0a24fb7c4d5fdc39f2d0 The Python file to connect NOMAD to Aspen Plus for the eucalyptus standardization case study.
cuminNew.bkp Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation Unknown - 4.6 MB - MD5: fca7e6ba8d01f329641a6ca06b1c9498 The Aspen Plus simulation for cumin essential oil standardization.
Euc.bkp Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation Unknown - 4.7 MB - MD5: dd73fc42e25806b8302ffbdca5090c3e The Aspen Plus simulation for eucalyptus essential oil standardization.
param-1.txt Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation Plain Text - 565 B - MD5: 6ac7886450989d20cccc9ae4eec0c8f5 Parameters file defining the initialization and the optimization problem for the eucalyptus standardization process. This file serves as the parameters file for the NOMAD solver. Make sure when you download it, to rename to param.txt.
param.txt Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation Plain Text - 580 B - MD5: 058b19e4aef84cc10295d8e035f6a3d3 Parameters file defining the initialization and the optimization problem for the cumin standardization process. This file serves as the parameters file for the NOMAD solver.
Single-Cell Level Estrogen Receptor Activity Data Jul 19, 2023 - Superfund Datasets Aghayev, Zahir; Szafran, Adam T.; Tran, Anh; Ganesh, Hari S.; Stossi, Fabio; Zhou, Lan; Mancini, Michael A.; Pistikopoulos, Efstratios N.; Beykal, Burcu, 2022, "Single-Cell Level Estrogen Receptor Activity Data", https://doi.org/10.7910/DVN/NIBGOQ, Harvard Dataverse, V2, UNF:6:kuFz9jMAW9JIhtRrmokwTQ== [fileUNF] This dataset contains normalized single-cell level data for 60 reference compounds analyzed with high throughput microscopy and high content analysis-based experiments that were performed using the GFP-ER⍺:PRL-HeLa cell line. The multidimensional imaging data was used to train a classification model to ultimately predict the impact of unknown compo...
Feature_Names.tab Nov 8, 2022 - Single-Cell Level Estrogen Receptor Activity Data Tabular Data - 3.8 KB - 3 Variables, 40 Observations - UNF:6:QZX+AfOLx4MP44yzQW51Gw==
LMH10_all_cells.tab Nov 8, 2022 - Single-Cell Level Estrogen Receptor Activity Data Tabular Data - 47.7 MB - 218 Variables, 15157 Observations - UNF:6:3XXdeWYmIDscKqJDlgUE/A==

Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation

Oct 20, 2023 - Process Design Datasets

Nikkhah, Ali; Nikkhah, Hasan; Shahbazi, Amir; Kamelan Zargar Zarin, Mona; Beykal Iz, Duygu; Ebadi, Mohammad-Taghi; Fakhroleslam, Mohammad; Beykal, Burcu, 2023, "Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation", https://doi.org/10.7910/DVN/QOBGVF, Harvard Dataverse, V1

This dataset contains the Aspen Plus (V12) simulations for the cumin and eucalyptus essential oil standardization with a fractional distillation column, as well as the initialization routines for data-driven optimization with NOMAD solver. The latest version of NOMAD can be downloaded from: https://www.gerad.ca/en/software/nomad/. The Python files...

ConnectAspenCumin.py

Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation

Python Source Code - 1.6 KB -

The Python file to connect NOMAD to Aspen Plus for the cumin standardization case study.

ConnectAspenEucalyptus.py

Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation

Python Source Code - 1.9 KB -

The Python file to connect NOMAD to Aspen Plus for the eucalyptus standardization case study.

cuminNew.bkp

Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation

Unknown - 4.6 MB -

The Aspen Plus simulation for cumin essential oil standardization.

Euc.bkp

Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation

Unknown - 4.7 MB -

The Aspen Plus simulation for eucalyptus essential oil standardization.

param-1.txt

Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation

Plain Text - 565 B -

Parameters file defining the initialization and the optimization problem for the eucalyptus standardization process. This file serves as the parameters file for the NOMAD solver. Make sure when you download it, to rename to param.txt.

param.txt

Oct 20, 2023 - Cumin and Eucalyptus Essential Oil Standardization Using Fractional Distillation

Plain Text - 580 B -

Parameters file defining the initialization and the optimization problem for the cumin standardization process. This file serves as the parameters file for the NOMAD solver.

Single-Cell Level Estrogen Receptor Activity Data

Jul 19, 2023 - Superfund Datasets

Aghayev, Zahir; Szafran, Adam T.; Tran, Anh; Ganesh, Hari S.; Stossi, Fabio; Zhou, Lan; Mancini, Michael A.; Pistikopoulos, Efstratios N.; Beykal, Burcu, 2022, "Single-Cell Level Estrogen Receptor Activity Data", https://doi.org/10.7910/DVN/NIBGOQ, Harvard Dataverse, V2, UNF:6:kuFz9jMAW9JIhtRrmokwTQ== [fileUNF]

This dataset contains normalized single-cell level data for 60 reference compounds analyzed with high throughput microscopy and high content analysis-based experiments that were performed using the GFP-ER⍺:PRL-HeLa cell line. The multidimensional imaging data was used to train a classification model to ultimately predict the impact of unknown compo...

Feature_Names.tab

Nov 8, 2022 - Single-Cell Level Estrogen Receptor Activity Data

Tabular Data - 3.8 KB - 3 Variables, 40 Observations -

LMH10_all_cells.tab

Nov 8, 2022 - Single-Cell Level Estrogen Receptor Activity Data

Tabular Data - 47.7 MB - 218 Variables, 15157 Observations -

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