Python-Based Algorithm for Estimating NRTL Model Parameters with UNIFAC Model Simulation Results حسب Se-Hee Jo (20554623)

"…This algorithm conducts a series of procedures: (1) fragmentation of the molecules into functional groups from SMILES, (2) calculation of activity coefficients under predetermined temperature and mole fraction conditions by employing universal quasi-chemical functional group activity coefficient (UNIFAC) model, and (3) regression of NRTL model parameters by employing UNIFAC model simulation results in the differential evolution algorithm (DEA) and Nelder–Mead method (NMM). …"

The optimal solution set of NYN by using different algorithms. حسب Yi Tao (178829)

الموضوعات: "…evolutionary genetic algorithm…"

The optimal solution set of HN by using different algorithms. حسب Yi Tao (178829)

الموضوعات: "…evolutionary genetic algorithm…"

Python scripts used to model CPU errors by Poisson distribution density mass function and to draw graph of Poisson events (needs Matplot, SciPy, PysimpleGUI and NumPy) حسب Santhosh Kumar Rajamani (13023678)

Python-based Monte Carlo Simulation Tool حسب Yangfan Jiang (9372782)

Analysis of ABIDE dataset: Conventional regression frameworks for optimized algorithmic value. حسب Alexandria M. Jensen (6494957)

الموضوعات:

Workflow of algorithm for whole brain flow simulation. حسب Erlend Hodneland (391541)

<b>Opti2Phase</b>: Python scripts for two-stage focal reducer حسب Morgan Najera (21540776)

"…</p><p dir="ltr">The package includes:</p><ul><li>Scripts for first-order analysis, third-order modeling, optimization using a Physically Grounded Merit Function (PGMF), and RMS-based refinement.…"

Multi-scale detection of hierarchical community architecture in structural and functional brain networks حسب Arian Ashourvan (6685232)

"…<div><p>Community detection algorithms have been widely used to study the organization of complex networks like the brain. …"

Average classification accuracies for fft and stack methods, LSTM, Bi-LSTM, and CNN algorithms. حسب Jamila Akhter (21144252)

Phase diagram for global archetype model as a function of temperature. حسب Giulio Ruffini (383994)

الموضوعات:

Generating the PSC kernel using a double exponential function. حسب Alireza Ghadimi (13839874)

Geometric interpretation and data visualisation equivalent describing the DI algorithmic pipeline. حسب Borjan Milinkovic (21349908)

Listed python codes of our algorithm with explanations (Python 3.9 recommended). حسب Takayuki Niizato (162226)

Accuracy of models to classify different stimulations. حسب Anant Shinde (3954662)

الموضوعات:

Distribution of cross correlations in functional connectivity in ABIDE sample. حسب Alexandria M. Jensen (6494957)

الموضوعات:

Application of multi-scale community detection to subject-level and group-level resting state functional brain networks. حسب Arian Ashourvan (6685232)

Local magnetization and susceptibility as a function of temperature from Metropolis simulations with the global archetype model. حسب Giulio Ruffini (383994)

الموضوعات:

Accuracy across different ROIs for the classification shown by various models. حسب Anant Shinde (3954662)

الموضوعات:

ROC and MCC across different ROIs for the classification shown by various models. حسب Anant Shinde (3954662)

الموضوعات: