Published August 20, 2025 | Version v1

Dataset for Physics-Informed Neural Networks without Loss Balancing: A Direct Term Scaling Approach for Nonlinear 1D Problems

  • 1. ROR icon University of Thessaly
  • 2. ROR icon National Centre of Scientific Research "Demokritos"

Description

Datasets to reproduce figures and graphs appearing in paper "Physics-Informed Neural Networks without Loss Balancing: A Direct Term Scaling Approach for Nonlinear 1D Problems"

Files

Fig03_data.txt

Files (35.9 kB)

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md5:48b883629902e09da8fa87535df12b9b
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md5:cf8dcfbacf9354d731ab7c9a18e26aea
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md5:8dfe22b07ee55cdb5781399ef23f8c7c
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md5:b4ec39c2721b39fdbfed57a5d5166d78
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md5:e1514967680d3682ca77ce457e35a638
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md5:f0876c9b4826cc7f60f275bc4f2a3657
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md5:12caff0c3d9a994a6964da521c980aa7
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md5:aa516eaea1d7dc66b7752e29d9ba9b33
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md5:c785f01643a77b0dd53bfd662ca17446
135 Bytes Preview Download