Vigneashwara Solai Raja Pandiyan

Exploring real-time monitoring of laser-induced recrystallization using acoustic emissions (2026)

Optics and Laser Technology

Navarre, Claire; Hearn, William; Van der Meer, Mathijs; Schlenger, Lucas; Vaerenberg, Rik; Mari, Nicolas; Esmaeilzadeh, Reza; Jamili, Amir M.; Pandiyan, Vigneashwara; Van Petegem, Steven; Logé, Roland E.

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Learning composition-sensitive signatures in multi-material PBF-LB: a lightweight, modality-aware, explainable graph-attention sensor fusion framework for in-situ monitoring of graded 316L–CuCrZr alloys (2026)

Progress in Additive Manufacturing

Pandiyan, Vigneashwara; Baganis, Antonios; Salminen, Antti; Leinenbach, Christian

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Explainable zero-shot transfer learning for cross-domain In-Situ acoustic monitoring in laser powder bed fusion process using learnable wavelet scattering (2026)

Materials and Design

Pandiyan, Vigneashwara; Wróbel, Rafał; Shevchik, Sergey; Leinenbach, Christian

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Acoustic monitoring of crack formation in powder bed fusion-laser beam of CM247LC (2026)

Additive Manufacturing Letters

Vaerenberg, Rik; Jhabvala, Jamasp; Jamili, Amir Mohammad; Fardan, Ahmed; Perrin, Laura; Esmaeilzadeh, Reza; Soundarapandiyan, Gowtham; Pandiyan, Vigneashwara; Richter, Roland Axel; Marone, Federica; Van Petegem, Steven; Hryha, Eduard; Logé, Roland E.; Vrancken, Bey; Gryllias, Konstantinos

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Unveiling crack mitigation pathways in powder bed fusion–laser beam of CM247LC: an operando X-ray radiography study of Hf and nano-Y2O3 additions (2026)

Progress in Additive Manufacturing

Fardan, Ahmed; Soundarapandiyan, Gowtham; Pandiyan, Vigneashwara; Van Petegem, Steven; Polatidis, Efthymios; Kazi, Sofia; Goel, Sneha; Pauzon, Camille; Marone, Federica; Mehta, Bharat; Parrilli, Annapaola; Brodin, Håkan; Hryha, Eduard

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

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 )

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

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Exploring real-time monitoring of laser-induced recrystallization using acoustic emissions (2026)

Learning composition-sensitive signatures in multi-material PBF-LB: a lightweight, modality-aware, explainable graph-attention sensor fusion framework for in-situ monitoring of graded 316L–CuCrZr alloys (2026)

Explainable zero-shot transfer learning for cross-domain In-Situ acoustic monitoring in laser powder bed fusion process using learnable wavelet scattering (2026)

Acoustic monitoring of crack formation in powder bed fusion-laser beam of CM247LC (2026)

Unveiling crack mitigation pathways in powder bed fusion–laser beam of CM247LC: an operando X-ray radiography study of Hf and nano-Y2O3 additions (2026)

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

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)