Toward Scientific Insight with Physics-Guided AI and Self-Driving Laboratories

Melching, David and Plehn, Thomas and Paysan, Florian and Breitbarth, Eric (2025) Toward Scientific Insight with Physics-Guided AI and Self-Driving Laboratories. 7th Materials Chain International Conference - MCIC 2025, 2025-09-22, Bochum, Deutschland.

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Item URL in elib:

https://elib.dlr.de/217528/

Document Type:

Conference or Workshop Item (Poster)

Title:

Toward Scientific Insight with Physics-Guided AI and Self-Driving Laboratories

Authors:

Authors	Institution or Email of Authors	Author's ORCID iD	ORCID Put Code
Melching, David	David.Melching (at) dlr.de	https://orcid.org/0000-0001-5111-6511	UNSPECIFIED
Plehn, Thomas	Thomas.Plehn (at) dlr.de	UNSPECIFIED	UNSPECIFIED
Paysan, Florian	Florian.Paysan (at) dlr.de	UNSPECIFIED	UNSPECIFIED
Breitbarth, Eric	Eric.Breitbarth (at) dlr.de	https://orcid.org/0000-0002-3479-9143	UNSPECIFIED

Date:

22 September 2025

Refereed publication:

Open Access:

Gold Open Access:

In SCOPUS:

In ISI Web of Science:

Status:

Published

Keywords:

KI, Robotik, Quantencomputing

Event Title:

7th Materials Chain International Conference - MCIC 2025

Event Location:

Bochum, Deutschland

Event Type:

international Conference

Event Date:

22 September 2025

Organizer:

Ruhr-Universität Bochum (RUB)

HGF - Research field:

Aeronautics, Space and Transport

HGF - Program:

Aeronautics

HGF - Program Themes:

Components and Systems

DLR - Research area:

Aeronautics

DLR - Program:

L CS - Components and Systems

DLR - Research theme (Project):

L - Structural Materials and Design, QC - QuantiCoM

Location:

Köln-Porz

Institutes and Institutions:

Institute of Materials Research > Metallic and Hybrid Materials

Deposited By:

Melching, David

Deposited On:

29 Oct 2025 11:18

Last Modified:

03 Dec 2025 09:28

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