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File Type: Archive

431 to 440 of 4,784 Results

LX100dt1em4_03VF_05vvm.7z Nov 6, 2024 - Data for: Pros and cons of airlift and bubble column bioreactors: How internals improve performance 7Z Archive - 196.2 GB - MD5: 2ec8816f047de6dc2c2d4ecd44e6a785 CFD simulation results of the annulus-rising internal-loop airlift reactor with M-Star CFD (spatial resolution LX 100, timestep size 1e-4 s, 30% CO in the gas phase, 0.5 vvm gassing)
grinsztajn_benchmarking_code.zip Nov 5, 2024 - Code and Data for: Better by default: Strong pre-tuned MLPs and boosted trees on tabular data [NeurIPS, arXiv v2] ZIP Archive - 1.1 MB - MD5: e4e6f5dca291e6c59f5135ab1a1d63a8 Code for running the old version of the Grinsztajn. et al (2022) benchmark with our models.
grinsztajn_results.csv.gz Nov 5, 2024 - Code and Data for: Better by default: Strong pre-tuned MLPs and boosted trees on tabular data [NeurIPS, arXiv v2] Gzip Archive - 87.2 MB - MD5: 04efd949409a882d3fb3c18371d451fa Results on the old version of the Grinsztajn et al. (2022) benchmark.
pytabkit_code.zip Nov 5, 2024 - Code and Data for: Better by default: Strong pre-tuned MLPs and boosted trees on tabular data [NeurIPS, arXiv v2] ZIP Archive - 719.6 KB - MD5: c4803f9ed6ed2be89668af29f9720404 Contains the code for running the benchmarks, as well as an implementation of the models evaluated on these benchmarks. Also contains instructions in README.md as well as the documentation.
dataset_4d_1000dp_pksi.zip Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions ZIP Archive - 124.8 MB - MD5: 255b9ba54686e9227a8461d13eddeeb3
dataset_rd_1000dp_pksi.zip Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions ZIP Archive - 177.1 MB - MD5: 737f6b24523e35fdcdd4cf16c351c9ef
model_4d_1000dp_pksi_BaselineCNN.zip Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions ZIP Archive - 19.1 MB - MD5: 0d737e6d3186b0142b542f289ac08bbb
model_4d_1000dp_pksi_DataAugmentation.zip Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions ZIP Archive - 19.0 MB - MD5: d6599db53f6fde15f8c6b0513e27569c
model_4d_1000dp_pksi_ECNN.zip Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions ZIP Archive - 24.3 MB - MD5: 5a8cca80ff308e75973e3acc352e3550
model_4d_1000dp_pksi_OrientedBoxes.zip Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions ZIP Archive - 18.7 MB - MD5: 8dfc5b7f68be563605a2754a50e46455

LX100dt1em4_03VF_05vvm.7z

Nov 6, 2024 - Data for: Pros and cons of airlift and bubble column bioreactors: How internals improve performance

7Z Archive - 196.2 GB -

CFD simulation results of the annulus-rising internal-loop airlift reactor with M-Star CFD (spatial resolution LX 100, timestep size 1e-4 s, 30% CO in the gas phase, 0.5 vvm gassing)

grinsztajn_benchmarking_code.zip

Nov 5, 2024 - Code and Data for: Better by default: Strong pre-tuned MLPs and boosted trees on tabular data [NeurIPS, arXiv v2]

ZIP Archive - 1.1 MB -

Code for running the old version of the Grinsztajn. et al (2022) benchmark with our models.

grinsztajn_results.csv.gz

Nov 5, 2024 - Code and Data for: Better by default: Strong pre-tuned MLPs and boosted trees on tabular data [NeurIPS, arXiv v2]

Gzip Archive - 87.2 MB -

Results on the old version of the Grinsztajn et al. (2022) benchmark.

pytabkit_code.zip

Nov 5, 2024 - Code and Data for: Better by default: Strong pre-tuned MLPs and boosted trees on tabular data [NeurIPS, arXiv v2]

ZIP Archive - 719.6 KB -

Contains the code for running the benchmarks, as well as an implementation of the models evaluated on these benchmarks. Also contains instructions in README.md as well as the documentation.

dataset_4d_1000dp_pksi.zip

Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions

ZIP Archive - 124.8 MB -

dataset_rd_1000dp_pksi.zip

Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions

ZIP Archive - 177.1 MB -

model_4d_1000dp_pksi_BaselineCNN.zip

Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions

ZIP Archive - 19.1 MB -

model_4d_1000dp_pksi_DataAugmentation.zip

Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions

ZIP Archive - 19.0 MB -

model_4d_1000dp_pksi_ECNN.zip

Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions

ZIP Archive - 24.3 MB -

model_4d_1000dp_pksi_OrientedBoxes.zip

Nov 5, 2024 - Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with varying Flow Directions

ZIP Archive - 18.7 MB -

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