Overview of the workshop topics and activities involving learned skills over the 4 days of the Brazilian Python Workshop for Biological Data in 2020 (detailed schedule of the works... by Luíza Zuvanov (3196005)

Table 1_Entropy-adaptive differential privacy federated learning for student performance prediction and privacy protection: a case study in Python programming.docx by Shanwei Chen (12031760)

“…Based on online test records from Python programming courses for Electronic Engineering students (grade 2021–2023) at the School of Physics and Optoelectronic Technology, Baoji University of Arts and Sciences, China, the study uses a Multilayer Perceptron (MLP) model and 10 distributed clients for training. …”

Awkward Arrays: Accelerating scientific data analysis on irregularly shaped data by Jim Pivarski (17087893)

Awkward Arrays: Accelerating scientific data analysis on irregularly shaped data by Jim Pivarski (17087893)

Local Administrative Unit (LAU) Extraction by aimhdhgroup (17986585)

Python cv coding screenshots of all developed fingerprints on distinct surfaces. by Nisha Yadav (366131)

ADT: A Generalized Algorithm and Program for Beyond Born–Oppenheimer Equations of “<i>N</i>” Dimensional Sub-Hilbert Space by Koushik Naskar (7510592)

“…In order to establish the workability of our program package, we selectively choose six realistic molecular species, namely, NO₂ radical, H₃⁺, F + H₂, NO₃ radical, C₆H₆⁺ radical cation, and 1,3,5-C₆H₃F₃⁺ radical cation, where two, three, five and six electronic states exhibit profound nonadiabatic interactions and are employed to compute diabatic PESs by using <i>ab initio</i> calculated adiabatic PESs and NACTs. …”

AutoDock Vina 1.2.0: New Docking Methods, Expanded Force Field, and Python Bindings by Jerome Eberhardt (6311801)

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Python Implementation of HSGAdviser Chatbot: AI model for Sustainable Education by Suha Assayed (22454038)

Popularity of Twitter discussion for some common scientific programming languages. by Jake Lawlor (13569656)

Are you data fluent? by Sophie Wright (5454365)

Formalise2023 by samia Alblwi (14497517)

Operational flowchart for using Cardio PyMEA. by Christopher S. Dunham (12239618)

Subjects:

Assessing the effectiveness of pedagogical techniques for a Computer Science outreach program by Mohamad El Ghali (17001257)

“…<p>Designing and delivering educational workshops related to text-based programming concepts to high school students is still an open problem. …”

DataSheet_2_FindTargetsWEB: A User-Friendly Tool for Identification of Potential Therapeutic Targets in Metabolic Networks of Bacteria.zip by Thiago Castanheira Merigueti (6912842)

“…The web application was developed in Python using COBRApy and Django.</p><p>Results: The proposed method was demonstrated to be robust enough to process even non-curated, incomplete, or imprecise metabolic networks, in addition to integrated host-pathogen models. …”

Table_1_FindTargetsWEB: A User-Friendly Tool for Identification of Potential Therapeutic Targets in Metabolic Networks of Bacteria.xlsx by Thiago Castanheira Merigueti (6912842)

“…The web application was developed in Python using COBRApy and Django.</p><p>Results: The proposed method was demonstrated to be robust enough to process even non-curated, incomplete, or imprecise metabolic networks, in addition to integrated host-pathogen models. …”

DataSheet_1_FindTargetsWEB: A User-Friendly Tool for Identification of Potential Therapeutic Targets in Metabolic Networks of Bacteria.xlsx by Thiago Castanheira Merigueti (6912842)

“…The web application was developed in Python using COBRApy and Django.</p><p>Results: The proposed method was demonstrated to be robust enough to process even non-curated, incomplete, or imprecise metabolic networks, in addition to integrated host-pathogen models. …”

Representative schematic of the geometric configuration used for a 120 electrode MEA. by Christopher S. Dunham (12239618)

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Poster_Berlin_retreat_May_2019 by Miguel Gonzalez-Acera (2746414)

Structure of an intramolecular Y⦁R:Y triple helix formed with an 11-nt long TTS, as determined using X-ray crystallography. by Atara Neugroschl (16884406)

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