Walltimes for the contact-frequency data for the MD datasets used in S2 Fig on a desktop computer, Intel Core i7-6700K CPU @ 4.00GHz, with 8 cores and 64GB RAM. حسب Guillermo Pérez-Hernández (21156182)

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Correlation (a) and Mean-Absolute-Error (b) between frequencies at a reference cutoff, δ₀, and different frequencies, , at different cutoff-values, δ_scan ∊ [3... حسب Guillermo Pérez-Hernández (21156182)

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Overview of mdciao’s API submodule and their functionalities. حسب Guillermo Pérez-Hernández (21156182)

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Fig 4. - mdciao: Accessible Analysis and Visualization of Molecular Dynamics Simulation Data حسب Guillermo Pérez-Hernández (21156182)

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Overview of the MD datasets used in S2 Fig. حسب Guillermo Pérez-Hernández (21156182)

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Things to do after installing mdciao. حسب Guillermo Pérez-Hernández (21156182)

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Distribution of closest heavy-atom—heavy-atom distances over five different MD datasets (S1 Table). حسب Guillermo Pérez-Hernández (21156182)

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Complete text output printed to the terminal by the CLT (shown in Fig 2A) of the main text. حسب Guillermo Pérez-Hernández (21156182)

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Example Jupyter notebook illustrating how mdciao can be used in API mode. حسب Guillermo Pérez-Hernández (21156182)

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Table 1 - mdciao: Accessible Analysis and Visualization of Molecular Dynamics Simulation Data حسب Guillermo Pérez-Hernández (21156182)

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Longer-range peaks of S2 Fig (using arrows and the *, ⁑, †, ‡, and ⸸ symbols) not corresponding to short-range contacts, but rather secondary structure elements like beta-sheets or... حسب Guillermo Pérez-Hernández (21156182)

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Example Jupyter notebook illustrating how mdciao is used in API mode. حسب Guillermo Pérez-Hernández (21156182)

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Overview of one حسب Guillermo Pérez-Hernández (21156182)

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PyGMT – Accessing and Integrating GMT with Python and the Scientific Python Ecosystem (AGU24, U12B-05) حسب Yvonne Fröhlich (20442683)

"…</p><p dir="ltr">PyGMT (<a href="https://www.pygmt.org/" target="_blank">https://www.pygmt.org/</a>) wraps around the very fast GMT C code to make it accessible through the Python programming language. …"

Datasets To EVAL. حسب Jin Lu (428513)

"…<div><p>This paper presents a novel approach to enhancing educational question-answering (Q&A) systems by combining Retrieval-Augmented Generation (RAG) with Large Language Model (LLM) Code Interpreters. …"

Statistical significance test results. حسب Jin Lu (428513)

"…<div><p>This paper presents a novel approach to enhancing educational question-answering (Q&A) systems by combining Retrieval-Augmented Generation (RAG) with Large Language Model (LLM) Code Interpreters. …"

How RAG work. حسب Jin Lu (428513)

"…<div><p>This paper presents a novel approach to enhancing educational question-answering (Q&A) systems by combining Retrieval-Augmented Generation (RAG) with Large Language Model (LLM) Code Interpreters. …"

OpenBookQA experimental results. حسب Jin Lu (428513)

"…<div><p>This paper presents a novel approach to enhancing educational question-answering (Q&A) systems by combining Retrieval-Augmented Generation (RAG) with Large Language Model (LLM) Code Interpreters. …"

AI2_ARC experimental results. حسب Jin Lu (428513)

"…<div><p>This paper presents a novel approach to enhancing educational question-answering (Q&A) systems by combining Retrieval-Augmented Generation (RAG) with Large Language Model (LLM) Code Interpreters. …"

TQA experimental results. حسب Jin Lu (428513)

"…<div><p>This paper presents a novel approach to enhancing educational question-answering (Q&A) systems by combining Retrieval-Augmented Generation (RAG) with Large Language Model (LLM) Code Interpreters. …"