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ETH Swiss Federal Laboratories for Materials Science and Technology (EMPA)
- Switzerland
- https://www.linkedin.com/in/vigneashpandiyan/
- https://orcid.org/0000-0001-6043-5696
- @vigneashpandiya
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Popular repositories Loading
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Additive-Manufacturing-Transfer-Learning
Additive-Manufacturing-Transfer-Learning PublicDeep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process
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Tribology-LSTM-Encoder_Decoder
Tribology-LSTM-Encoder_Decoder PublicLong short-term memory based semi-supervised encoder-decoder for early prediction of failures in self-lubricating bearings
Python 5
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Additive-Manufacturing-Self-Supervised-Learning-Coaxial-DED-Process-Zone-Imaging
Additive-Manufacturing-Self-Supervised-Learning-Coaxial-DED-Process-Zone-Imaging PublicReal-Time Monitoring and Quality Assurance for Laser-Based Directed Energy Deposition: Integrating Coaxial Imaging and Self-Supervised Deep Learning Framework
Python 5
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Additive-Manufacturing-DED-Contrastive-Learners
Additive-Manufacturing-DED-Contrastive-Learners PublicIn Situ Quality Monitoring in Direct Energy Deposition Process using Co-axial Process Zone Imaging and Deep Contrastive Learning
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Additive-Manufacturing-DED-Manifold-Learning
Additive-Manufacturing-DED-Manifold-Learning PublicMonitoring of direct energy deposition process using deep-net based manifold learning and co-axial melt pool imaging
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Additive-Manufacturing-Sensor-Selection-Acoustic-Emission
Additive-Manufacturing-Sensor-Selection-Acoustic-Emission PublicSensor selection for process monitoring based on deciphering acoustic emissions from different dynamics of the Laser Powder Bed Fusion process using Empirical Mode Decompositions and Interpretable …
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