Vigneashwara Solai Raja Pandiyan

Adaptive In-Situ monitoring for laser powder bed Fusion: Self-Supervised learning for layer thickness monitoring across scan lengths based on pyrometry (2025)

Optics and Laser Technology

Kavas, Barış; Richter, Roland Axel; Tucker, Michael Robert; Pandiyan, Vigneashwara

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Classification of Progressive Wear on a Multi-Directional Pin-on-Disc Tribometer Simulating Conditions in Human Joints-UHMWPE against CoCrMo Using Acoustic Emission and Machine Learning (2024)

Lubricants

Deshpande, Pushkar; Wasmer, Kilian; Imwinkelried, Thomas; Heuberger, Roman; Dreyer, Michael; Weisse, Bernhard; Crockett, Rowena; Pandiyan, Vigneashwara

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Investigating laser beam shadowing and powder particle dynamics in directed energy deposition through high-fidelity modelling and high-speed imaging (2024)

Additive Manufacturing

Aggarwal, Akash; Pandiyan, Vigneashwara; Leinenbach, Christian; Leparoux, Marc

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Acoustic emission signature of martensitic transformation in laser powder bed fusion of Ti6Al4V-Fe, supported by operando X-ray diffraction (2024)

Additive Manufacturing

Esmaeilzadeh, Reza; Pandiyan, Vigneashwara; Van Petegem, Steven; van der Meer, Mathijs; Nasab, Milad Hamidi; de Formanoir, Charlotte; Jhabvala, Jamasp; Navarre, Claire; Schlenger, Lucas; Richter, Roland; Casati, Nicola; Wasmer, Kilian; Logé, Roland E.

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Qualify-as-you-go: sensor fusion of optical and acoustic signatures with contrastive deep learning for multi-material composition monitoring in laser powder bed fusion process (2024)

Virtual and Physical Prototyping

Pandiyan, Vigneashwara; Baganis, Antonios; Richter, Axel Roland; Wróbel, Rafał; Leinenbach, Christian

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Monitoring of Laser Powder Bed Fusion process by bridging dissimilar process maps using deep learning-based domain adaptation on acoustic emissions (2024)

Additive Manufacturing

Pandiyan, Vigneashwara; Wróbel, Rafał; Richter, Axel Roland; Leparoux, Marc; Leinenbach, Christian; Shevchik, Sergey

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Unsupervised quality monitoring of metal additive manufacturing using Bayesian adaptive resonance (2024)

Heliyon

Shevchik, S.; Wrobel, R.; T, Quang Le; Pandiyan, V.; Hoffmann, P.; Leinenbach, C.; Wasmer, K.

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Vigneashwara

Solai Raja Pandiyan

Ota yhteyttä

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Adaptive In-Situ monitoring for laser powder bed Fusion: Self-Supervised learning for layer thickness monitoring across scan lengths based on pyrometry (2025)

Classification of Progressive Wear on a Multi-Directional Pin-on-Disc Tribometer Simulating Conditions in Human Joints-UHMWPE against CoCrMo Using Acoustic Emission and Machine Learning (2024)

Investigating laser beam shadowing and powder particle dynamics in directed energy deposition through high-fidelity modelling and high-speed imaging (2024)

Acoustic emission signature of martensitic transformation in laser powder bed fusion of Ti6Al4V-Fe, supported by operando X-ray diffraction (2024)

Qualify-as-you-go: sensor fusion of optical and acoustic signatures with contrastive deep learning for multi-material composition monitoring in laser powder bed fusion process (2024)

Monitoring of Laser Powder Bed Fusion process by bridging dissimilar process maps using deep learning-based domain adaptation on acoustic emissions (2024)

Unsupervised quality monitoring of metal additive manufacturing using Bayesian adaptive resonance (2024)