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Datasets from the Programmatic Analysis of Fuel Treatments: from the landscape to the national level Joint Fire Science Project (14-5-01-1)
Published 2025“…In addition, supplemental files such as the ArcPy python script for calculating the time since last fire and a file summarizing the wind and fuel moisture parameters used in the FlamMap runs for generating fire behavior inputs are also included.…”
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183
Raw datasets acquired to investigate the possible roles of CAHS proteins from tardigrade in osmotic stress tolerance in mammalian cells and their analysis program
Published 2024“…</p> <p><br></p> <p>In order to utilize the Python program code, it is necessary to refer to the file whose name corresponds to the respective filename.…”
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184
Instance segmentation benchmarking results.
Published 2025“…<div><p>Time-lapse microscopy has long been used to record cell lineage trees. Successful construction of a lineage tree requires tracking and preserving the identity of multiple cells across many images. …”
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185
Training details of the trackers.
Published 2025“…<div><p>Time-lapse microscopy has long been used to record cell lineage trees. Successful construction of a lineage tree requires tracking and preserving the identity of multiple cells across many images. …”
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Replication package for Automated Extract Method Refactoring with Open-Source LLMs
Published 2025“…The framework allows you to test and evaluate multiple models on real-world Python code samples.</p><p dir="ltr"><br></p><p>---</p>Features<p dir="ltr">- Supports 5 popular LLMs for code refactoring</p><p dir="ltr">- Works on sample Python files in batch</p><p dir="ltr">- Flexible model configuration via `model.yaml`</p><p dir="ltr">- Designed for experimentation and evaluation in research or production</p><p dir="ltr">- Uses CodeNet dataset</p><p><br></p><p><br></p><p dir="ltr">Specify one of the following in `CodeBase/model.yaml`:</p><p><br></p><p dir="ltr">- `Qwen/CodeQwen1.5-7B-Chat`</p><p dir="ltr">- `deepseek-ai/deepseek-coder-6.7b-instruct`</p><p dir="ltr">- `meta-llama/Llama-3.2-3B-Instruct`</p><p dir="ltr">- `Qwen/Qwen2.5-Coder-7B-Instruct`</p><p dir="ltr">- `microsoft/Phi-4-mini-instruct`</p><p><br></p><p dir="ltr">Specify one of the following in `CodeBase/prompts.yaml`:</p><p><br></p><p dir="ltr">- `few_shot`</p><p dir="ltr">- `zero_shot`</p><p dir="ltr">- `rci`</p><p><br></p><p dir="ltr">Dependencies:</p><p><br></p><p dir="ltr">- pip install -r requirements.txt</p><p><br></p><p dir="ltr">Data:</p><p><br></p><p dir="ltr">- data/Python_wrapped </p><p dir="ltr">- data/Problem_descriptions </p><p dir="ltr">- selected_files.txt</p><p><br></p><p dir="ltr">Run :</p><p><br></p><p dir="ltr">- inference.main</p>…”
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Poster: Evaluating outcomes of embedding coding activities in an advanced (astro)physics module
Published 2025“…The activities aim to make abstract ideas concrete, provide authentic experiences of advanced physics and astronomy tasks, and to further develop valuable employability skills in coding and Python.</p><p dir="ltr">This project will explore student experience with the S385 activities and will examine the relationship between Python engagement, use of supporting resources, performance on Python assessment tasks, and overall module performance, so as to assess whether the aims of the embedded Python activities have been achieved.…”
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190
Mesh Division Schematic Diagram.
Published 2025“…<div><p>Using recycled coarse aggregates (RCA) to prepare asphalt mixtures can reduce the consumption of natural sand and gravel resources and solve the environmental pollution problem caused by waste asphalt concrete materials. …”
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191
Distribution of Splitting Test Loaders.
Published 2025“…<div><p>Using recycled coarse aggregates (RCA) to prepare asphalt mixtures can reduce the consumption of natural sand and gravel resources and solve the environmental pollution problem caused by waste asphalt concrete materials. …”
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192
Ultimate Failure Load.
Published 2025“…<div><p>Using recycled coarse aggregates (RCA) to prepare asphalt mixtures can reduce the consumption of natural sand and gravel resources and solve the environmental pollution problem caused by waste asphalt concrete materials. …”
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193
Distribution of loaders in the compressive test.
Published 2025“…<div><p>Using recycled coarse aggregates (RCA) to prepare asphalt mixtures can reduce the consumption of natural sand and gravel resources and solve the environmental pollution problem caused by waste asphalt concrete materials. …”
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194
Material Parameters.
Published 2025“…<div><p>Using recycled coarse aggregates (RCA) to prepare asphalt mixtures can reduce the consumption of natural sand and gravel resources and solve the environmental pollution problem caused by waste asphalt concrete materials. …”
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195
Flowchart of Random Aggregate Placement Process.
Published 2025“…<div><p>Using recycled coarse aggregates (RCA) to prepare asphalt mixtures can reduce the consumption of natural sand and gravel resources and solve the environmental pollution problem caused by waste asphalt concrete materials. …”
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196
Splitting Specimen Aggregate Placement Area.
Published 2025“…<div><p>Using recycled coarse aggregates (RCA) to prepare asphalt mixtures can reduce the consumption of natural sand and gravel resources and solve the environmental pollution problem caused by waste asphalt concrete materials. …”
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197
Specimen for the splitting test.
Published 2025“…<div><p>Using recycled coarse aggregates (RCA) to prepare asphalt mixtures can reduce the consumption of natural sand and gravel resources and solve the environmental pollution problem caused by waste asphalt concrete materials. …”
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198
Example Diagram.
Published 2025“…<div><p>Using recycled coarse aggregates (RCA) to prepare asphalt mixtures can reduce the consumption of natural sand and gravel resources and solve the environmental pollution problem caused by waste asphalt concrete materials. …”
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199
Aggregate Measurement Image in IPP.
Published 2025“…<div><p>Using recycled coarse aggregates (RCA) to prepare asphalt mixtures can reduce the consumption of natural sand and gravel resources and solve the environmental pollution problem caused by waste asphalt concrete materials. …”
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200
Internal changes of the specimen of 0.82 to 0.84.
Published 2025“…<div><p>Using recycled coarse aggregates (RCA) to prepare asphalt mixtures can reduce the consumption of natural sand and gravel resources and solve the environmental pollution problem caused by waste asphalt concrete materials. …”