Python-Based Algorithm for Estimating NRTL Model Parameters with UNIFAC Model Simulation Results by 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). …”

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

“…</li></ul><p dir="ltr">The scripts rely on the following Python packages. Where available, repository links are provided:</p><ol><li><b>NumPy</b>, version 1.22.1</li><li><b>SciPy</b>, version 1.7.3</li><li><b>PyGAD</b>, version 3.0.1 — https://pygad.readthedocs.io/en/latest/#</li><li><b>bees-algorithm</b>, version 1.0.2 — https://pypi.org/project/bees-algorithm</li><li><b>KrakenOS</b>, version 1.0.0.19 — https://github.com/Garchupiter/Kraken-Optical-Simulator</li><li><b>matplotlib</b>, version 3.5.2</li></ol><p dir="ltr">All scripts are modular and organized to reflect the design stages described in the manuscript.…”

EFGs: A Complete and Accurate Implementation of Ertl’s Functional Group Detection Algorithm in RDKit by Gonzalo Colmenarejo (650249)

“…In this paper, a new RDKit/Python implementation of the algorithm is described, that is both accurate and complete. …”

ENL of homogeneous regions within the filtering results of each algorithm. by Haiyan Zhang (176919)

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FAR-1: A Fast Integer Reduction Algorithm Compared to Collatz and Half-Collatz by Faizan Ali (21689861)

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Reward function related parameters. by Honglei Pang (22693724)

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Material flows produced by the proposed SA-based algorithm. by Jingsi Lin (22386427)

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Performance evaluation of the proposed algorithm compared to the exact method. by Jingsi Lin (22386427)

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Production plan produced by the SA-based algorithm for Case A. by Jingsi Lin (22386427)

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Algorithm parameter setting. by Haiyan Zhang (176919)

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Model evaluation of 10 machine learning algorithms for the 5 definitions of IDH. by Pingping Wang (1485592)

UIQI of the results of each algorithm. by Haiyan Zhang (176919)

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PSNR of the results of each algorithm. by Haiyan Zhang (176919)

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Running time of each algorithm. by Haiyan Zhang (176919)

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Comparison of algorithms. by Yanqiu Liu (783420)

“…To address this problem, a Heuristic Cross Brainstorm Optimization Algorithm (HCBSO) has been selected, and strategies such as segment-based initial solution construction and heuristic crossover have been designed to enhance the algorithm’s performance. …”

Algorithmic pseudocode. by Yanqiu Liu (783420)

“…To address this problem, a Heuristic Cross Brainstorm Optimization Algorithm (HCBSO) has been selected, and strategies such as segment-based initial solution construction and heuristic crossover have been designed to enhance the algorithm’s performance. …”

A detailed process of iterative simulation coupled with bone density algorithm; (a) a function of stimulus and related bone density changes, and (b) iterative calculations of finit... by Hassan Mehboob (8960273)

Flowchart of the 3D-NLE-BF algorithm. by Haiyan Zhang (176919)

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Code snippets to add user-specific custom functionality in PyNoetic. by Gursimran Singh (575288)

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Algorithmic flow chart. by Yanqiu Liu (783420)

“…To address this problem, a Heuristic Cross Brainstorm Optimization Algorithm (HCBSO) has been selected, and strategies such as segment-based initial solution construction and heuristic crossover have been designed to enhance the algorithm’s performance. …”