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Elia Iseli

Swiss Federal Laboratories for Materials Science and Technology (Empa, ETH-Domain)

Überlandstrasse 129

Dübendorf, Zürich CH-8600

Switzerland

SCHOLARLY PAPERS

4

DOWNLOADS

95

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Origins of structure-borne acoustic emissions in laser melting

Number of pages: 15 Posted: 04 Oct 2025
Swiss Federal Laboratories for Materials Science and Technology (Empa, ETH-Domain), Empa, Swiss Federal Laboratories for Materials Science and Technology, Empa, Swiss Federal Laboratories for Materials Science and Technology and Swiss Federal Laboratories for Material Science and Technology (EMPA)
Downloads 38 (1,209,354)

Abstract:

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Keyhole dynamics, Laser melting, Process stability, Multi-physics modeling, Acoustic emission

2.

Damping of Vibrational Resonance Induced Chatter Marks: Probabilistic Control Approach

Number of pages: 16 Posted: 19 Mar 2026
AC2T research GmbH, affiliation not provided to SSRN, AC2T research GmbH, AC2T research GmbH, Swiss Federal Laboratories for Materials Science and Technology (Empa, ETH-Domain), AC2T research GmbH, Swiss Federal Laboratories for Material Science and Technology (EMPA) and Vienna University of Technology
Downloads 27 (1,372,601)

Abstract:

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Chatter marks, Vibration, Reduction, Control, failure, XAI

3.

Multimodal AI for Roughness and Burr estimation in Laser Cutting - MARB-LC

Number of pages: 57 Posted: 11 Apr 2026
affiliation not provided to SSRN, Empa, Swiss Federal Laboratories for Materials Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Swiss Federal Laboratories for Materials Science and Technology (Empa, ETH-Domain)
Downloads 25 (1,424,331)

Abstract:

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Laser cutting, multimodal sensor fusion, Acoustic emissions, Real-time quality monitoring, Uncertainty modelling, Attention-based neural networks

4.

Damping of Vibrational Resonance Induced Chatter Marks: Probabilistic Control Approach

Number of pages: 16 Posted: 02 Jun 2026
AC2T research GmbH, affiliation not provided to SSRN, AC2T research GmbH, AC2T research GmbH, Swiss Federal Laboratories for Materials Science and Technology (Empa, ETH-Domain), AC2T research GmbH, affiliation not provided to SSRN and Vienna University of Technology
Downloads 5 (1,584,314)

Abstract:

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Chatter Marks, Vibration, Reduction, Control, Failure, XAI