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Opening the AI Black Box: Distilling Machine-Learned Algorithms into Code
Michaud, Eric J., Liao, Isaac, Lad, Vedang, Liu, Ziming, Mudide, Anish, Loughridge, Chloe, Guo, Zifan Carl, Kheirkhah, Tara Rezaei, Vukelić, Mateja, Tegmark, Max
Published in Entropy (Basel, Switzerland) (02.12.2024)
Published in Entropy (Basel, Switzerland) (02.12.2024)
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Journal Article
Comparative Analysis of AI Models for Python Code Generation: A HumanEval Benchmark Study
Bayram, Ali, Menekse Dalveren, Gonca Gokce, Derawi, Mohammad
Published in Applied sciences (10.09.2025)
Published in Applied sciences (10.09.2025)
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Journal Article
PyExaFMM: An Exercise in Designing High-Performance Software With Python and Numba
Kailasa, Srinath, Wang, Tingyu, Barba, Lorena A., Betcke, Timo, Hinsen, Konrad, Dubey, Anshu
Published in Computing in science & engineering (01.09.2022)
Published in Computing in science & engineering (01.09.2022)
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Journal Article
SPM-IS: An auto-algorithm to acquire a mature soybean phenotype based on instance segmentation
Li, Shuai, Yan, Zhuangzhuang, Guo, Yixin, Su, Xiaoyan, Cao, Yangyang, Jiang, Bofeng, Yang, Fei, Zhang, Zhanguo, Xin, Dawei, Chen, Qingshan, Zhu, Rongsheng
Published in The Crop journal (01.10.2022)
Published in The Crop journal (01.10.2022)
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Journal Article
An Empirical Study of the Code Generation of Safety-Critical Software Using LLMs
Liu, Mingxing, Wang, Junfeng, Lin, Tao, Ma, Quan, Fang, Zhiyang, Wu, Yanqun
Published in Applied sciences (01.01.2024)
Published in Applied sciences (01.01.2024)
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Journal Article
An open source auto-segmentation algorithm for delineating heart and substructures – Development and validation within a multicenter lung cancer cohort
Olloni, Agon, Lorenzen, Ebbe Laugaard, Jeppesen, Stefan Starup, Diederichsen, Axel, Finnegan, Robert, Hoffmann, Lone, Kristiansen, Charlotte, Knap, Marianne, Milo, Marie Louise Holm, Møller, Ditte Sloth, Pøhl, Mette, Persson, Gitte, Sand, Hella M.B., Sarup, Nis, Thing, Rune Slot, Brink, Carsten, Schytte, Tine
Published in Radiotherapy and oncology (01.02.2024)
Published in Radiotherapy and oncology (01.02.2024)
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Journal Article
SciPy 1.0: fundamental algorithms for scientific computing in Python
Virtanen, Pauli, Gommers, Ralf, Oliphant, Travis E., Haberland, Matt, Reddy, Tyler, Cournapeau, David, Burovski, Evgeni, Peterson, Pearu, Weckesser, Warren, Bright, Jonathan, van der Walt, Stéfan J., Brett, Matthew, Wilson, Joshua, Millman, K. Jarrod, Mayorov, Nikolay, Nelson, Andrew R. J., Jones, Eric, Kern, Robert, Larson, Eric, Carey, C J, Polat, İlhan, Feng, Yu, Moore, Eric W., VanderPlas, Jake, Laxalde, Denis, Perktold, Josef, Cimrman, Robert, Henriksen, Ian, Quintero, E. A., Harris, Charles R., Archibald, Anne M., Ribeiro, Antônio H., Pedregosa, Fabian, van Mulbregt, Paul
Published in Nature methods (01.03.2020)
Published in Nature methods (01.03.2020)
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Journal Article
Algorithm-Aided Design with Python: Analysis of Technological Competence of Subjects
Pontes, Thiago Bessa, Miranda, Guilhermina Lobato, Celani, Gabriela Caffarena
Published in Education sciences (01.12.2018)
Published in Education sciences (01.12.2018)
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Journal Article
pyOpenMS: A Python-based interface to the OpenMS mass-spectrometry algorithm library
Röst, Hannes L., Schmitt, Uwe, Aebersold, Ruedi, Malmström, Lars
Published in Proteomics (Weinheim) (01.01.2014)
Published in Proteomics (Weinheim) (01.01.2014)
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Journal Article
Organ‐contour‐driven auto‐matching algorithm in image‐guided radiotherapy
Kishigami, Yukako, Nakamura, Mitsuhiro, Okamoto, Hiroyuki, Takahashi, Ayaka, Iramina, Hiraku, Sasaki, Makoto, Kawata, Kohei, Igaki, Hiroshi
Published in Journal of applied clinical medical physics (01.01.2024)
Published in Journal of applied clinical medical physics (01.01.2024)
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Journal Article
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors
Peng, Yun, Gao, Shuzheng, Gao, Cuiyun, Huo, Yintong, Lyu, Michael R.
Published in Proceedings / International Conference on Software Engineering (14.04.2024)
Published in Proceedings / International Conference on Software Engineering (14.04.2024)
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Conference Proceeding
AuTO: a framework for Automatic differentiation in Topology Optimization
Chandrasekhar, Aaditya, Sridhara, Saketh, Suresh, Krishnan
Published in Structural and multidisciplinary optimization (01.12.2021)
Published in Structural and multidisciplinary optimization (01.12.2021)
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Journal Article
Lindu Software: An Open Source Seismological Data Processing Using Python Framework To Relocate Hypocenter (Preliminary Software)
Pradnya Andika, Putu, Styawan, Yudha, Suhendi, Cahli, Firdaus, Ruhul
Published in IOP conference series. Earth and environmental science (01.08.2019)
Published in IOP conference series. Earth and environmental science (01.08.2019)
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Journal Article
GSEApy: a comprehensive package for performing gene set enrichment analysis in Python
Fang, Zhuoqing, Liu, Xinyuan, Peltz, Gary
Published in Bioinformatics (Oxford, England) (01.01.2023)
Published in Bioinformatics (Oxford, England) (01.01.2023)
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Journal Article
MetPy: A Meteorological Python Library for Data Analysis and Visualization
May, Ryan M., Goebbert, Kevin H., Thielen, Jonathan E., Leeman, John R., Camron, M. Drew, Bruick, Zachary, Bruning, Eric C., Manser, Russell P., Arms, Sean C., Marsh, Patrick T.
Published in Bulletin of the American Meteorological Society (01.10.2022)
Published in Bulletin of the American Meteorological Society (01.10.2022)
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Journal Article
Impact of CT reconstruction algorithm on auto‐segmentation performance
Miller, Claudia, Mittelstaedt, Daniel, Black, Noel, Klahr, Paul, Nejad‐Davarani, Siamak, Schulz, Heinrich, Goshen, Liran, Han, Xiaoxia, Ghanem, Ahmed I, Morris, Eric D., Glide‐Hurst, Carri
Published in Journal of applied clinical medical physics (01.09.2019)
Published in Journal of applied clinical medical physics (01.09.2019)
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Journal Article